陳銘憲 (Ming-Syan Chen)

Hiking on Mt. Qixing with students, February 2021	National Chair Professorship (awarded the 2nd time), Ministry of Education, January 2019

Biosketch

Ming-Syan Chen (陳銘憲) received the Ph.D. degrees in Computer, Information and Control Engineering from The University of Michigan, Ann Arbor, MI, USA. He is now an NTU Chair Professor and also an Executive Vice President at National Taiwan University, responsible for research and academia affairs. Prior to this position, he was the Dean of the College of Electrical Engineering and Computer Science. He was a research staff member at IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA from 1988 to 1996, the Director of GICE from 2003 to 2006, the President/CEO of Institute for Information Industry (III), which is one of the largest organizations for information technology in Taiwan, from 2007 to 2008, and also a Distinguished Research Fellow and the Director of Research Center of Information Technology Innovation (CITI) in the Academia Sinica from 2008 to 2015. His research interests include databases, data mining, machine learning, and multimedia networking, and he has published more than 350 papers in his research areas. In addition to serving as program chairs/vice-chairs and keynote/tutorial speakers in many international conferences, Dr. Chen has served as an associate editor of IEEE TKDE, VLDB Journal, KAIS, and also JISE, and also the Editor-in-Chief of the International Journal of Electrical Engineering (IJEE). Dr. Chen was the Chief Executive Officer of Networked Communication Program, which is a national program coordinating several primary activities in information and communication technologies in Taiwan. He is a recipient of the National Chair Professorship (awarded twice, life time honor) and the Academic Award of the Ministry of Education, the NSC (National Science Council) Distinguished Research Award, Y.Z. Hsu Science Chair Professor Award, Pan Wen Yuan Distinguished Research Award, Teco Award, Honorary Medal of Information, and K.-T. Li Research Breakthrough Award for his research work, and also the Outstanding Innovation Award from IBM Corporate for his contribution to a major database product. He received numerous awards for his research, teaching, inventions and patent applications. Dr. Chen is a Fellow of ACM, a Fellow of IEEE and also a Fellow of Chinese Society for Management of Technology.

Phone: 886-2-3366-3572
Fax: 886-2-2367-1597
E-mail: mschen AT ntu.edu.tw
http://arbor.ee.ntu.edu.tw/~mschen

• Honor
  • National Chair Professorship (教育部國家講座; 第二次得獎, 為終身國家講座), Ministry of Education, 2018.
  • NTU Chair Professor(台灣大學講座教授), National Taiwan University, since 2017.
  • National Chair Professorship(教育部國家講座), Ministry of Education, 2015.
  • Outstanding Contributions Award, DASFAA, 2020.
  • Best Paper Award, IEEE/ACM Intern'l Conf. on Hardware/Software Codesign and System Synthesis (CODES+ISSS), 2020.
  • Y.Z. Hsu Scientific Chair Professor (有庠科技講座), 2015.
  • Academic Award (教育部學術獎), Ministry of Education, 2009.
  • Fellow, Chinese Society for Management of Technology (第十八屆中華民國科技管理學會院士), 2017.
  • ACM Fellow, 2006. (for contributions to query processing and data mining）
  • IEEE Fellow, 2004. (for contributions to algorithms for query processing and data management in parallel and distributed systems）
  • Distinguished Research Award (傑出研究獎), National Science Council, 2002-2005, 2009-2012.
  • Distinguished Scholar Research Project Award (傑出學者研究計畫獎), National Science Council, 2008-2011.
  • Teco Award(東元獎), Photo
  Teco Technology Foundation (東元科技文教基金會), 2006.
  • Pan Wen Yuan Distinguished Research Award
  (潘文淵研究傑出獎), Pan Wen Yuan Foundation (潘文淵文教基金會), 2005.
  • Honorary Medal of Information
  (資訊榮譽獎章), IICM, 2006.
  • K.-T. Li Research Breakthrough Award (李國鼎穿石研究獎), IICM 暨李國鼎基金會, 2003.
  • Long Term Thesis Awards (with PhD students), 2002 and 2003
  • Outstanding Innovation Award, IBM Corporate, May 1994.
  • Five Invention Achievement Awards（IBM）, February 1991, February 1992, April 1994, November 1994, September 1995.
• Research Areas: Database, data mining, machine learning, multimedia networking
• Professional Activities
  • Associate Editor, International Journal of Data Science and Analytics, (from 2015)
  • Editor-in-Chief, International Journal of Electrical Engineering (IJEE), (from 2009 to 2012)
  • Associate Editor, IEEE Transactions on Knowledge and Data Engineering, (from 1997 to 2001, two terms)
  • Associate Editor, Very Large Data Bases (VLDB) Journal, (from 2003 to 2009)
  • Associate Editor, Knowledge and Information Systems (KAIS) Journal, (from 2003 to 2006)
  • Associate Editor, Journal of Information Science and Engineering, (from 2000 to 2006)
  • Associate Editor, International Journal of Electrical Engineering, (from 2000 to 2009)
  • Steering Committee Member, IEEE International Conference on Data Sciences and Advanced Analytics (DSAA), current.
  • Steering Committee Member, Pacific Area Conference on Knowledge Discovery and Data Mining (PAKDD), current.
  • Steering Committee Member, Database Systems for Advanced Applications (DASFAA) Conference, current.
  • IEEE Distinguished Visitor, IEEE Computer Society, Distinguished Visitor for Asia-Pacific region 1998-2000, and also 2005-2007 (invited twice).
  • Guest Editor, IEEE Transactions on Knowledge and Data Engineering, Dec. 1996.
  • Guest Editor, Journal of Information Science and Engineering, 2003.
  • Director of Network Application and Service Group, National Telcommunication Program Office (NTPO), from Jan. 2004 to Jan. 2007.
  • Chief Executive Officer, Networked Communication Program (NCP), from August 2009.
  • Selected Talks
    • Keynote speaker (on Information Extraction from Big Data) in the 13th International Conference on Advanced Data Mining and Applications (ADMA 2017), Nov. 5-6, 2017.
    • Keynote speaker (on Information Extraction from Big Data) in the first IEEE International Conference on Data Science in Cyberspace, June 14-16, 2016.
    • Keynote speaker (on Big Data) in the 2016 IEEE International Conference on Multimedia Big Data, April 20-22, 2016.
    • Keynote speaker (on Social Network Activity) in the 27th annual Conference on Computational Linguistics and Speech Processing (ROCLING 2015), October 1-2, 2015.
    • Keynote speaker (on Big Data) in the 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2014), May 13-16, 2014.
    • Keynote speaker (on Big Data) in the 14th International Conference on Web-Age Information Management, June 14-16, 2013.
    • Invited speaker (on information processing in social networks) in the 18th ACM SIGKDD Inter'l Conf. on Knowledge Discovery and Data Mining (KDD-12), August 14-16, 2012;
    • Keynote speaker (on Cloud computing) in the 8th IEEE International Conference on Granular Computing, August 11-13, 2012.
    • Keynote speaker (on information processing in social networks) in the 2011 Intern'l Conf. on Social Networks Analysis and Mining (ASONAM2011) July 2011.
    • Invited speaker (on cloud computing) in the Knowledge Feast, Academia Sinica, October 2010.
    • Keynote speaker (on recent progress on multimedia networking) in the IEEE Intern'l Symposium on Multimedia, December 2007.
    • Keynote speaker (on retrospec on computer science) in the 30th anniversary of Computer Science and Information Eng. at National Taiwan University, July 2007.
    • Keynote Speaker (on Web data mining) in the International Computer Congress 1999 (ICC '99, a symposium containing four major conferences), organized by IEEE Hong Kong, December 1999.
  • Publication
    • Journal Papers
    • Books
    • Book Chapters
    • Conference Proceedings
    • Patents
  • Courses
    • Data Science
    • Data Mining
    • Introduction to Computers
  • Network Database Laboratory
  • Selected Videos
    • 國立台灣大學創校94年校慶引言(111/11/15）
    • 國立臺灣大學 110學年度畢業典禮 副校長陳銘憲教授介紹致詞貴賓
    • 國立台灣大學創校93年校慶引言(110/11/15）
    • 第22屆國家講座主持人獎
    • 探索基礎科學系列講座20 鑒往知來：由茫茫過往數據中，淘出新知
  • Motto: Be a pragmatic idealist (作一個務實的理想主義者)
    • A related article for High School Students in 2006
  • My Photos

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Publication

Journal Papers

1. C.-C. Lin, and M.-S. Chen, "Enhancing the Reliability and Security: A Configurable Poisoning PUF against Modeling Attacks," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), Vol. 41, No. 11, pp. 4301-4312, November 2022.
2. C.-H. Yang, H.-H. Shuai, C.-Y. Shen, and M.-S Chen, "Learning to Solve Task-Optimized Group Search for Social Internet of Things," IEEE Transactions on Knowledge and Data Engineering, Vol. 34, No. 11, pp. 5429-5445, November 2022.
3. C.-K. Kang, H. R. Mendis, C.-H. Lin, M.-S. Chen and P.-C. Hsiu, "More is Less: Model Augmentation for Intermittent Deep Inference," ACM Transactions on Embedded Computing Systems, Vol. 21, No. 5, pp. 49:1-26, September 2022.
4. C.-Y. Shen, H.-H. Shuai, D.-N. Yang, G.-S. Lee, L.-H. Huang, W.-C. Lee, and M.-S Chen, "On Extracting Socially Tenuous Groups for Online Social Networks with k-Triangles," IEEE Transactions on Knowledge and Data Engineering, Vol. 34, No.7, pp. 3431-3446, July 2022.
5. C.-C. Yen, M.-Y. Yeh, and M.-S Chen, "Unified Multiple Constant Multipliers for Dynamic Exchange of Low-Precision Kernels on FPGAs," IEEE Transactions on Circuits and Systems II: Express Briefs, Vol. 69, No. 3, pp. 1617-1621, March 2022.
6. Y.-C. Chen, K.-T. Lai, D. Liu, and M.-S Chen, "TAGNet: Triple-Attention Graph Networks for Hashtag Recommendation," IEEE Transactions on Circuits and Systems for Video Technology, Vol. 32, No. 3, pp. 1148-1159, March 2022.
7. C.-Y. Shen, D.-N. Yang, W.-C. Lee and M.-S. Chen, "Activity Organization for Friend-Making Optimization in Online Social Networks," IEEE Transactions on Knowledge and Data Engineering, Vol. 34, No. 1, pp. 122-137, January 2022.
8. L.-Y. Kuo, C.-K. Chou, and M.-S. Chen, "The Framework of Personalized Ranking on Poisson Factorization," IEEE Transactions on Knowledge and Data Engineering, Vol. 33, No. 1, pp. 287-301, January 2021.
9. C.-K. Kang, H. R. Mendis, C.-H. Lin, M.-S. Chen and P.-C. Hsiu, "Everything Leaves Footprints: Hardware Accelerated Intermittent Deep Inference," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 39, No. 11, pp. 3479-3491, November 2020.
10. J.-M. Ho, P.-C. Hsiu, and M.-S. Chen, "Deadline Flow Scheduling in Datacenters with Time-Varying Bandwidth Allocations," IEEE Transactions on Services Computing, Vol. 13, No. 3, pp. 437-450, June 2020.
11. C.-C. Lin, K.-T. Chuang, C.-H. Wu and M.-S. Chen, "Budget-Constrained Real-Time Bidding Optimization: Multiple Predictors Make It Better," ACM Transactions on Knowledge Discovery from Data, Vol. 14, No. 2, pp. 14:1-27, February 2020.
12. Y.-L. Chen, D.-N. Yang, C.-Y. Shen, W.-C. Lee, and M.-S. Chen, "On Efficient Processing of Group and Subsequent Queries for Social Activity Planning," IEEE Transactions on Knowledge and Data Engineering, Vol. 31, No. 12, pp. 2364-2378, December 2019.
13. W.-Y. Chen, T.-M. H. Hsu, Y.-H. H. Tsai, M.-S. Chen, and Y.-C. F. Wang, "Transfer Neural Trees: Semi-Supervised Heterogeneous Domain Adaptation and Beyond," IEEE Transactions on Image Processing, Vol. 28, No. 9, pp. 4620-4633, September 2019.
14. S.-C. Chao, K. C.-J. Lin, and M.-S. Chen, "Flow Classification for Software-Defined Data Centers Using Stream Mining," IEEE Transactions on Services Computing, Vol. 12, No. 1, pp. 105-116, Jan.-Feb. 2019.
15. C.-K. Chou and M.-S. Chen, "Learning Multiple Factors-Aware Diffusion Models in Social Networks," IEEE Transactions on Knowledge and Data Engineering, Vol. 30, No. 7, pp. 1268-1281, July 2018.
16. H.-H. Shuai, C.-Y. Shen, D.-N. Yang, Y.-F. Lan, W.-C. Lee, P. S. Yu, and M.-S. Chen, "A Comprehensive Study on Social Network Mental Disorders Detection via Online Social Media Mining," IEEE Trans. on Knowledge and Data Engineering, Vol. 30, No. 7, pp. 1212-1225, July 2018.
17. H.-H. Shuai, D.-N. Yang, C.-Y. Shen, P. S. Yu, and M.-S. Chen, "QMSampler: Joint Sampling of Multiple Networks with Quality Guarantee," IEEE Transactions on Big Data, Vol. 4, No. 1, pp. 90-104, March 2018.
18. S.-C. Lin, M.-Y. Yeh, and M.-S. Chen, "Non-overlapping Subsequence Matching of Stream Synopses," IEEE Transactions on Knowledge and Data Engineering, Vol. 30, No. 1, pp. 101-114, January 2018.
19. K. C.-J. Lin, W.-L. Shen, M.-S. Chen, and Kun Tan, "User-Centric Network MIMO with Dynamic Clustering," IEEE/ACM Transactions on Networking, Vol. 25, No. 3, pp. 1910-1923, June 2017.
20. C.-C. Chen, H.-H. Shuai, and M.-S. Chen, "Distributed and Scalable Sequential Pattern Mining through Stream Processing," Knowledge and Information Systems (KAIS), Vol. 51, No. 164, pp. 1-22, March 2017.
21. W.-L. Shen, K. C.-J. Lin, W.-J. Cheng, L. Qiu, and M.-S. Chen, "Concurrent Packet Recovery for Distributed Uplink Multiuser MIMO Networks," IEEE Transactions on Mobile Computing, Vol. 15, No. 12, pp. 3014-3027, December 2016.
22. H.-Y. Chi, C.-C. Chen, W.-H. Cheng, and M-S. Chen, "UbiShop: Commercial Item Recommendation Using Visual Part-Based Object Representation," Multimedia Tools and Applications, Vol. 75, No. 23, pp. 16093–16115, September 2016.
23. C.-Y. Shen, D.-N. Yang, W.-C. Lee, and M-S. Chen, "Spatial-Proximity Optimization for Rapid Task Group Deployment," ACM Transactions on Knowledge Discovery from Data, Vol. 10, No. 4, pp. 47:1-36, July 2016.
24. H.-H. Shuai, D.-N. Yang, P. S. Yu, and M.-S. Chen, "A Comprehensive Study on Willingness Maximization for Social Activity Planning with Quality Guarantee," IEEE Trans. on Knowledge and Data Engineering, Vol. 28, No. 1, pp. 2-16, January 2016.
25. C.-J. Wu, C.-F. Ku, J.-M. Ho, and M.-S. Chen, "A Novel Pipeline Approach for Efficient Big Data Broadcasting," IEEE Trans. on Knowledge and Data Engineering, Vol. 28, No. 1, pp. 17-28, January 2016.
26. C.-Y. Shen, D.-N. Yang, L.-H. Huang, W.-C. Lee, and M.-S. Chen, "Socio-Spatial Group Queries for Impromptu Activity Planning," IEEE Trans. on Knowledge and Data Engineering, Vol. 28, No. 1, pp. 196-210, January 2016.
27. C.-Y. Liu, M.-S. Chen, and C.-Y. Tseng, "IncreSTS: Towards Real-Time Incremental Short Text Summarization on Comment Streams from Social Network Services," IEEE Trans. on Knowledge and Data Engineering, Vol. 27, No. 11, pp. 2986-3000, November 2015.
28. K.-T. Lai, D. Liu, M.-S. Chen, and S.-F. Chang, "Learning Sample Specific Weights for Late Fusion," IEEE Trans. on Image Processing, Vol. 24, No. 9, pp. 2772-2783, September 2015.
29. K.-P. Lin, Y.-W. Chang, and M.-S. Chen, "Secure Support Vector Machines Outsourcing with Random Linear Transformation," Knowledge and Information Systems (KAIS), Vol. 44, No. 1, pp. 147-176, July 2015.
30. Y.-C. Lin, D.-N. Yang, H. H. Shuai, and M.-S. Chen, "Data Acquisition for Probabilistic Nearest-Neighbor Query," IEEE Trans. on Knowledge and Data Engineering, Vol. 27, No. 2, pp. 410-427, February 2015.
31. C.-C. Liao and M.-S. Chen, "DFSP: A Depth-First SPelling Algorithm for Sequential Pattern Mining of Biological Sequences," Knowledge and Information Systems (KAIS), Vol. 38, pp. 623-639, March 2014.
32. C.-H. Tai, P.-J. Tseng, P. S. Yu, and M.-S. Chen, "Identity Protection in Sequential Releases of Dynamic Social Networks," IEEE Trans. on Knowledge and Data Engineering, Vol. 26, No. 3, pp. 635-651, March 2014.
33. S.-H. Wu, M.-S. Chen, and C.-M. Chen, "Optimally Adaptive Power Saving Protocols for Ad Hoc Networks Using the Hyper Quorum System," IEEE/ACM Trans. on Networking, Vol. 22, No. 1, pp. 1-15, February 2014.
34. W.-L. Shen, C.-J. Lin, S. Gollakota, and M.-S. Chen, "Rate Adaptation for 802.11 Multiuser MIMO Networks," IEEE Transactions on Mobile Computing, Vol. 13, No. 1, pp. 35-47, January 2014.
35. C.-H. Tai, D.-N. Yang, P. S. Yu, and M.-S. Chen, "Structural Diversity for Resisting Community Identification in Published Social Networks," IEEE Trans. on Knowledge and Data Engineering, Vol. 26, No. 1, pp. 235-252, January 2014.
36. C.-W. You, H.-L. Kao, B.-J. Ho, Y.-H. Chen, W.-F Wang, L.-T. Bei, H.-H. Chu, and M.-S. Chen, "ConvenienceProbe: A Phone-based Data Collection and Access System for Retail Trade Area Analysis," IEEE Pervasive Computing, Vol. 13, No. 1, pp. 64-71, January 2014.
37. H.-H. Shuai, D.-N. Yang, P. S. Yu, and M.-S. Chen, "Willingness Optimization for Social Group Activity," Proceedings of the VLDB Endowment, Vol. 7, No. 4, pp. 253-264, 2013.
38. H.-R. Wu, M.-Y. Yeh, and M.-S. Chen, "Profiling Moving Objects by Dividing and Clustering Trajectories Spatiotemporally," IEEE Trans. on Knowledge and Data Engineering, Vol. 25, No. 11, pp. 2615-2628, 2013.
39. S.-H. Wu, K.-P. Lin, H.-H. Chien, C.-M. Chen, and M.-S. Chen, "On Generalizable Low False-Positive Learning Using Asymmetric Support Vector Machines," IEEE Trans. on Knowledge and Data Engineering, Vol. 25, No. 5, pp. 1083-1096, May 2013.
40. C.-J. Wu, J.-M. Ho, and M.-S. Chen, "A Scalable Server Architecture for Mobile Presence Service in Social Network Applications," IEEE Trans. on Mobile Computing, Vol. 12, No. 2, pp. 386-398, February 2013.
41. Vance Liao and M.-S. Chen, "Efficient mining gapped sequential patterns for motifs in biological sequences," Selected articles from the IEEE International Conference on Bioinformatics and Biomedicine 2012: Systems Biology, Vol. 7, Suppl 4, 2013.
42. C.-Y. Shen, D.-N. Yang, and M.-S. Chen, "Collaborative and Distributed Search System with Mobile Devices," IEEE Trans. on Mobile Computing, Vol. 11, No. 10, pp. 1478-1493, October 2012.
43. K.-P. Lin and M.-S. Chen, "On the Design and Analysis of the Privacy- Preserving SVM Classifier", IEEE Transactions on Knowledge and Data Engineering, Vol. 23, No. 11, pp. 1704-1717, November 2011.
44. H.-H. Shuai, D.-N. Yang, W.-H. Cheng, and M.-S. Chen, "MobiUP: An Upsampling-Based System Architecture for High Quality Video Streaming on Mobile Devices," IEEE Transaction on Multimedia, Vol. 13, No. 5, October 2011.
45. S.-H. Wu, C.-M. Chen, and M.-S. Chen, "Collaborative Wakeup in Clustered Ad Hoc Networks," IEEE JSAC special issue on Energy-Efficient Wireless Communications, Vol. 29, No. 8, pp. 1585-1594, September 2011.
46. C.-Y. Tseng, P.-J. Sung, and M.-S. Chen, "Cosdes: A Collaborative Spam Detection System with a Novel Email Abstraction Scheme," IEEE Trans. on Knowledge and Data Engineering, Vol. 23, No. 5, pp. 669-682, May 2011.
47. C.-W. You, C.-C. Wei, Y.-L. Chen, H.-H. Chu, and M.-S. Chen, "Shopping Time Monitoring at Physical Stores Using Mobile Phones," IEEE Pervasive Computing, Vol. 10, No. 2, pp. 37-43, April 2011.
48. C.-H. Chu, D.-N. Yang, Y.-L. Pan, and M.-S. Chen, "Stabilization and Extraction of 2D Barcodes for Camera Phones," ACM Multimedia Systems, Vol. 17, No. 2, pp. 113-133, March 2011.
49. H.-P. Tsai, D.-N. Yang, and M.-S. Chen, "Mining Group Movement Patterns for Tracking Moving Objects Efficiently," IEEE Trans. on Knowledge and Data Engineering, Vol. 23, No. 2, pp. 266-281, February 2011.
50. H.-P. Tsai, D.-N. Yang, and M.-S. Chen, "Exploring Application Level Semantics for Data Compression," IEEE Trans. on Knowledge and Data Engineering, Vol. 23, No. 1, pp. 95-109, January 2011.
51. W.-T. Chen, W.-C. Liu, and M.-S. Chen, "Adaptive Color Feature Extraction Based on Image Color Distributions," IEEE Trans. on Image Processing, Vol. 19, Issue 8, pp. 2005-2016, August 2010.
52. C.-H. Chu, H.-P. Hung, and M.-S. Chen, "A General Framework of Time-variant Bandwidth Allocation in the Data Broadcasting Environment," IEEE Trans. on Knowledge and Data Engineering, Vol. 22, No. 3, pp. 318-333, March 2010.
53. K.-H. Liu, W.-G. Teng, and M.-S. Chen, "Dynamic Wavelet Synopses Management over Sliding Windows in Sensor Networks," IEEE Trans. on Knowledge and Data Engineering, Vol. 22, No. 2, pp. 193-206, February 2010.
54. S.-H. Wu, C.-M. Chen, and M.-S. Chen, "An Asymmetric and Asynchronous Energy Conservation Protocol for Vehicular Networks," IEEE Trans. on Mobile Computing, Vol. 9, No. 1, pp. 98-111, January 2010.
55. Y.-H. Chu, J.-W. Huang, K.-T. Chuang, D.-N. Yang, and M.-S. Chen, "Density Conscious Subspace Clustering for High-Dimensional Data," IEEE Trans. on Knowledge and Data Engineering, Vol. 22, No. 1, pp. 16-30, January 2010.
56. Y.-H. Chu, Y.-J. Chen, D.-N. Yang, and M.-S. Chen, "Reducing Redundancy in Subspace Clustering," IEEE Trans. on Knowledge and Data Engineering, Vol. 21, No. 10, pp. 1432-1446, October 2009.
57. H.-L. Chen, M.-S. Chen and S.-C. Lin, "Catching the Trend: A Framework for Clustering Concept-Drifting Categorical Data," IEEE Trans. on Knowledge and Data Engineering, Vol. 21, No. 5, pp. 652-665, May 2009.
58. H.-P. Tsai, H.-P. Hung, and M.-S. Chen, "On Channel Allocation for Heterogeneous Data Broadcasting," IEEE Trans. on Mobile Computing, Vol. 8, No. 5, pp. 694-708, May 2009.
59. H.-P. Hung, and M.-S. Chen, "On Designing a Shortest-Path-Based Cache Replacement in a Transcoding Proxy Multimedia Systems," ACM Multimedia Systems, Vol. 15, No. 2, pp. 49-62, 2009.
60. C.-C. Chen, M.-C. Chen, and M.-S. Chen, "An Adaptive Threshold Framework for Event Detection Using HMM-based Life Profiles," ACM Trans. on Information Systems, Vol. 27, No. 2, 2009.
61. C.-M. Hsu and M.-S. Chen, "On the Design and Applicability of Distance Functions in High Dimensional Data Space," IEEE Trans. on Knowledge and Data Engineering, Vol. 21, No. 4, pp. 523-536, April 2009.
62. C.-L. Hu and M.-S. Chen, "Online Scheduling Sequential Objects with Periodicity for Dynamic Information Dissemination," IEEE Trans. on Knowledge and Data Engineering, Vol. 21, No. 2, pp. 273-286, February 2009.
63. D.-N. Yang and M.-S. Chen, "Data Broadcast with Adaptive Network Coding in Heterogeneous Wireless Networks," IEEE Trans. on Mobile Computing, Vol 8, No. 1, January 2009.
64. K.-T. Chuang, H.-L. Chen, and M.-S. Chen, "Feature Preserved Sampling over Streaming Data," ACM Trans. on Knowledge Discovery from Data, Vol. 2, No. 4, 2009.
65. S.-H. Wu, K.-T. Chuang, C.-M. Chen, and M.-S. Chen, "Toward the Optimal Itinerary-based KNN Query Processing in Mobile Sensor Networks," IEEE Trans. on Knowledge and Data Engineering, Vol. 20, No. 12, pp. 1655-1668, December 2008.
66. H.-L. Chen, K.-T. Chuang, and M.-S. Chen, "On Data Labeling for Clustering Categorical Data," IEEE Trans. on Knowledge and Data Engineering, Vol. 20, No. 11, pp. 1458-1471, November 2008.
67. J.-W. Huang, C.-Y. Tseng, J.-C. Ou, and M.-S. Chen, "A General Model for Sequential Pattern Mining with a Progressive Database," IEEE Trans. on Knowledge and Data Engineering, Vol. 20, No. 9, pp. 1153-1167, September 2008.
68. K.-T. Chuang, J.-L. Huang, and M.-S. Chen, "Power-Law Relationship and Self-Similarity in the Itemset Support Distribution: Analysis and Applications," Very Large Data Base Journal (VLDBJ), Vol. 17, No. 5, pp. 1121-1141, August 2008.
69. K.-T. Chuang, J.-L. Huang, and M.-S. Chen, "Mining Top-k Frequent Patterns in the Presence of the Memory Constraint," Very Large Data Base Journal (VLDBJ), Vol. 17, No. 5, pp. 1321-1344, August 2008.
70. D.-N. Yang and M.-S. Chen, "On Bandwidth-Efficient Data Broadcast," IEEE Trans. on Knowledge and Data Engineering, Vol. 20, No. 8, pp. 1130-1144, August 2008.
71. M.-J. Hsieh, W.-G. Teng, M.-S. Chen and P. S. Yu, "DAWN: An Efficient Framework of DCT for Data with Error Estimation," Very Large Data Base Journal (VLDBJ), Vol. 17, No. 4, pp. 683-702, July 2008.
72. J.-Z. Ou, C.-H. Lee, and M.-S. Chen, "Efficient Algorithms for Incremental Weblog Mining Using Dynamic Thresholds," Very Large Data Base Journal (VLDBJ), Vol. 17, No. 4, pp. 827-846, July 2008.
73. J.-L. Hsiao, H.-P. Hung, and M.-S. Chen, "Versatile Transcoding Proxy for Internet Content Adaptation," IEEE Transaction on Multimedia, Vol. 10, No. 4, pp. 646-658, June 2008.
74. I.-S. Wen, J.-W. Huang, and M.-S. Chen, "Hardware-Enhanced Association Rule Mining with Hashing and Pipeling," IEEE Trans. on Knowledge and Data Engineering, Vol. 20, No. 6, pp. 784-795, June 2008.
75. D.-N. Yang and M.-S. Chen, "Efficient Resource Allocation for Wireless Multicast," IEEE Trans. on Mobile Computing, Vol 7, No. 4, pp. 387-400, April 2008.
76. D.-N. Yang and M.-S. Chen, "Bandwidth-Efficient Video Multicasting in Multiradio Multicellular Wireless Networks," IEEE Trans. on Mobile Computing, Vol 7, No. 2, pp. 275-288, February 2008.
77. K.-H. Liu, M.-F. Weng, C.-Y. Tseng, Y.-Y. Chuang, , and M.-S. Chen, "Association and Temporal Rule Mining for Post-Filtering of Semantic Concept Detection in Video," IEEE Transaction on Multimedia, pp. 240-251, February 2008.
78. W.-T. Chen and M.-S. Chen, "Event Detection in Real Time on a Personal Camera Phone Image Collection," ACM Multimedia Systems, Vol. 12, No. 6, 479-492, 2007.
79. M.-J. Hsieh, M.-S. Chen and P. S. Yu, "Approximate Query Processing in Cube Streams," IEEE Trans. on Knowledge and Data Engineering, Vol. 19, No. 11, pp. 1557-1570, November 2007.
80. M.-Y. Yeh, B.-R. Dai, and M.-S. Chen, "Clustering over Multiple Evolving Streams by Events and Correlations," IEEE Trans. on Knowledge and Data Engineering, Vol. 19, No. 10, pp. 1349-1362, October 2007.
81. H.-P. Hung, K.-T. Chuang, and M.-S. Chen, "Efficient Top-k Query Processing over Multiple Streams with Minimized Global Error," IEEE Trans. on Knowledge and Data Engineering, Vol. 19, No. 10, pp. 1404-1419, October 2007.
82. H.-P. Hung and M.-S. Chen, "MULS: A General Framework of Providing Multi-Level Service Quality in Sequential Data Broadcasting," IEEE Trans. on Knowledge and Data Engineering, Vol. 19, No. 10, pp. 1433-1447, October 2007.
83. J.-L. Huang and M.-S. Chen, "A QoS-Aware and Energy-Conserved Transcoding Proxy Using On-demand Data Broadcasting," IEEE Trans. on Mobile Computing, Vol. 6, No. 8, pp. 971-987, August 2007.
84. J.-H. Hsiao, C.-S. Chen, L.-F. Chien, and M.-S. Chen, "A New Approach to Image Copy Detection Based on Extended Feature Sets," IEEE Trans. on Image Processing, Vol. 16, No. 8, pp. 2069-2079, August 2007.
85. J.-W. Huang, B.-R. Dai, and M.-S. Chen, "Twain: Two-End Association Miner with Precise Frequent Exhibition Periods," ACM Trans. on Knowledge Discovery from Data, Vol. 1, No. 2, July 2007.
86. K.-T. Chuang, K.-P. Lin, and M.-S. Chen, "Quality-Aware Sampling and its Applications in Incremental Data Mining," IEEE Trans. on Knowledge and Data Engineering, Vol. 19, No. 4, pp. 468-484, April 2007.
87. B.-R. Dai, C.-R. Lin, and M.-S. Chen, "Constrained Data Clustering by Depth Control and Progressive Constraint Relaxation," Very Large Data Base Journal (VLDBJ), Vol. 16, No. 2, pp. 201-217, April 2007.
88. C.-H. Yun and M.-S. Chen, "Mining Mobile Sequential Patterns in a Mobile Commerce Environment," IEEE Trans. on Systems, Man, and Cybernetics, Part C, Vol. 37, No. 2, pp. 278-295, March 2007.
89. X.-M. Huang, C.-Y. Chang, and M.-S. Chen, " PeerCluster: A Cluster-Based Peer-to-Peer System for Web Data Sharing," IEEE Trans. on Parallel and Distributed Systems, Vol. 17, No. 10, pp. 1110-1123, October 2006.
90. *B.-R. Dai, J.-W. Huang, M.-Y. Yeh, and M.-S. Chen, "Adaptive Clustering for Multiple Evolving Streams," IEEE Trans. on Knowledge and Data Engineering, Vol. 18, No. 9, pp. 1166-1180, September 2006.
91. J.-L. Huang, W.-C. Peng, and M.-S. Chen, "SOM: Dynamic Push-Pull Channel Allocation Framework for Mobile Data Broadcasting," IEEE Trans. on Mobile Computing, Vol. 5, No. 8, pp. 974-990, August 2006.
92. S.-H. Lo, C.-C. Lin, and M.-S. Chen, "Controlling Digital TV Set-Top-Box with Mobile Devices via IP Network," IEEE Trans. on Consumer Electronics, Vol. 52, No. 3, August 2006.
93. J.-L. Huang and M.-S. Chen, "On the Effect of Group Mobility to data Replication in Ad-Hoc Networks," IEEE Trans. on Mobile Computing, Vol. 5, No. 5, pp. 492-507, May 2006.
94. C.-H. Yun, K.-T. Chuang, and M.-S. Chen, "Adherence Clustering: An Efficient Method for Mining Market-Basket Clusters," Information Systems 31, 170-186, 2006.
95. W.-C. Peng and M.-S. Chen, "Query Processing in a Mobile Computing Environment: Exploiting the Features of Asymmetry," IEEE Trans. on Knowledge and Data Engineering, Vol. 17, No. 7, pp. 982-996, July 2005.
96. W.-G. Teng, M. Hsieh, and M.-S. Chen, "A Statistical Framework for Mining Substitution Rules," Knowledge and Information Systems (KAIS), 7(2): 158-178, 2005.
97. *H.-Y. Kao, J.-M. Ho, and M.-S. Chen, "WISDOM: Web Intra-page Informative Structure Mining based on Document Object Model," IEEE Trans. on Knowledge and Data Engineering, Vol. 17, No. 5, pp. 614-627, May 2005.
98. C.-R. Lin, K.-H. Liu, and M.-S. Chen, "Dual Clustering: Integrating Data Clustering over Optimization and Constraint Domains," IEEE Trans. on Knowledge and Data Engineering, Vol. 17, No. 5, pp. 628-637, May 2005.
99. *W.-G. Teng, C.-Y. Chang, and M.-S. Chen, "Integrating Web Caching and Web Prefetching in Client-Side Proxies," IEEE Trans. on Parallel and Distributed Systems, Vol. 16, No. 5, pp. 444-455, May 2005.
100. W.-C. Peng and M.-S. Chen, "Shared Data Allocation in a Mobile Computing System: Exploring Local and Global Optimization," IEEE Trans. on Parallel and Distributed Systems, Vol. 16, No. 4, pp. 374-384, April 2005.
101. *C.-H. Lee, C.-R. Lin, and M.-S. Chen, "Sliding Window Filtering: An Efficient Method for Incremental Mining on a Time-Variant Database," Information Systems, Vol. 30, pp. 227-244, 2005.
102. C.-L. Hu and M.-S. Chen, "Adaptive Multi-Channel Data Dissemination: Support of Dynamic Traffic Awareness and Push-Pull Time Balance," IEEE Trans. on Vehicular Technology, Vol. 54, No. 2, March 2005.
103. *C.-R. Lin and M.-S. Chen, "Combining Partitional and Hierarchical Algorithms for Robust and Efficient Data Clustering with Cohesion Self-Merging," IEEE Trans. on Knowledge and Data Engineering, Vol. 17, No. 2, pp. 145-159, February 2005.
104. C.-Y. Chang, M.-S. Chen and B.-H. Huang, "An H.323 Gatekeeper Prototype: Design, Implementation, and Performance," IEEE Trans. on Multimedia, Vol. 6, No. 6, pp. 936-946, December 2004.
105. X.-M. Huang, C.-R. Lin, and M.-S. Chen, "Design and Performance Study of Rate Staggering Storage for Scalable Video," IEEE Trans. on Consumer Electronics, Vol. 50, N0. 4, November 2004.
106. **J.-L. Huang and M.-S. Chen, "Dependent Data Broadcasting for Unordered Queries in a Multiple Channel Mobile Environment," IEEE Trans. on Knowledge and Data Engineering, Vol. 16, No. 9, September 2004.
107. C.-C. Kuo, K.-H. Ma, M.-S. Chen and J.-C. Chen, "Adaptive Transmission Control for Error-Resilient Multimedia Synchronization," IEEE Trans. on Consumer Electronics, Vol. 50, No. 2, May 2004.
108. W.-C. Peng and M.-S. Chen, "Design and Performance Studies of an Adaptive Cache Retrieval Scheme in a Mobile Computing Environment," IEEE Trans. on Mobile Computing, Vol. 3, No. 1, pp. 29-40, February 2004.
109. *H.-Y. Kao, S.-H. Lin, J.-M. Ho, and M.-S. Chen, "Mining Web Information Structures and Contents based on Entropy Analysis," IEEE Trans. on Knowledge and Data Engineering, Vol. 16, No. 1, January 2004.
110. C.-L. Hu and M.-S. Chen, "Adaptive Information Dissemination: An Extended Wireless Data Broadcasting Scheme with Loan-Based Feedback Control," IEEE Trans. on Mobile Computing, Vol. 2, No. 4, October 2003.
111. *W.-C. Peng, J.-L. Huang, and M. -S. Chen, "Dynamic Leveling: Adaptive Data Broadcasting in a Mobile Computing Environment," ACM/Kluwer Mobile Networks and Applications, 8, pp. 355-364, 2003.
112. *C.-H. Lee, M.-S. Chen and C.-R. Lin, "Progressive Partition Miner: An Efficient Algorithm for Mining General Temporal Association Rules," IEEE Trans. on Knowledge and Data Engineering, Vol. 15, No. 4, August 2003.
113. **C.-Y. Chang and M.-S. Chen, "On Exploring Aggregate Effect for Efficient Cache Replacement in Transcoding Proxies," IEEE Trans. on Parallel and Distributed Systems, Vol. 14, No. 7, July 2003.
114. **W.-C. Peng and M.-S. Chen, "Developing Data Allocation Schemes by Incremental Mining of User Moving Patterns in a Mobile Computing System," IEEE Trans. on Knowledge and Data Engineering, Vol. 15, No. 1, pp. 70-85, February 2003.
115. **M.-S. Chen, P. S. Yu and K.-L. Wu, "Optimizing Index Allocation for Sequential Data Broadcasting in Wireless Mobile Computing," IEEE Trans. on Knowledge and Data Engineering, Vol. 15, No. 1, pp. 161-173, February 2003.
116. *W.-C. Peng and M.-S. Chen, "Efficient Channel Allocation Tree Generation for Data Broadcasting in a Mobile Computing Environment," ACM/Kluwer Wireless Networks, 9:2, pp. 117-129, 2003.
117. C.-H. Lee and M.-S. Chen, "Processing Distributed Mobile Queries with Interleaved Remote Mobile Joins," IEEE Trans. on Computers, Vol. 51, No. 10, pp. 1182-1195, October 2002.
118. C.-R. Lin and M.-S. Chen, "On the Asymptotical Optimality of Multi-Layered Decentralized Consensus Protocols," IEEE Trans. on Parallel and Distributed Systems, Vol. 13, No. 8, pp. 769-786, August 2002.
119. J.-C. Liu, W. L. Hwang, and M.-S. Chen, "Estimation of 2-D Noisy Fractional Brownian Motion and Its Applications Using Wavelets," IEEE Trans. on Image Processing, Vol. 9, No. 8, pp. 1407-1419, August 2000.
120. ***K-L. Wu, P. S. Yu, and M.-S. Chen, "Efficient Caching for Wireless Mobile Computing," Journal of Distributed and Parallel Databases, Vol. 6, No. 4, pp. 351-372, 1998.
121. *****M.-S. Chen, J.-S. Park and P. S. Yu, "Efficient Data Mining for Path Traversal Patterns," IEEE Trans. on Knowledge and Data Engineering, Vol. 10, No. 2, pp. 209-221, April 1998.
122. *M.-S. Chen, H. Hsiao, C.-S. Li and P. S. Yu, "Using Rotational Mirrored Declustering for Replica Placement in a Disk-Array-Based Video Server," ACM Multimedia Systems, Vol. 5, No. 6, pp. 371-379, December 1997.
123. ****J.-S. Park, M.-S. Chen and P. S. Yu, "Using a Hash-Based Method with Transaction Trimming for Mining Association Rules," IEEE Trans. on Knowledge and Engineering, Vol. 9, No. 5, pp. 813-825, October 1997.
124. H.-I. Hsiao, M.-S. Chen and P. S. Yu, "Parallel Execution of Hash Joins in Parallel Databases," IEEE Trans. on Parallel and Distributed Systems, Vol. 8, No. 8, pp. 872-883, August 1997.
125. M.-S. Chen and P. S. Yu, "Optimal Design of Multiple Hash Tables for Concurrency Control," IEEE Trans. on Knowledge and Data Engineering, Vol. 9, No. 3, pp. 384-390, June 1997.
126. M.-S. Chen, H.-I. Hsiao and P. S. Yu, "On Applying Hash Filters to Improving the Execution of Multi-Join Queries," Journal of Very Large Data Bases, Vol. 6, No. 2, pp. 121-131, May 1997.
127. ******M.-S. Chen, J. Han and P. S. Yu, "Data Mining: An Overview from a Database Perspective," IEEE Trans. on Knowledge and Data Engineering, Vol. 8, No. 6, pp. 866-883, December 1996.
128. A. Merchant, K.-L. Wu, P. S. Yu, and M.-S. Chen, "Performance Analysis of Dynamic Finite Versioning Schemes: Storage Cost vs. Obsolescence," IEEE Trans. on Knowledge and Data Engineering, Vol. 8, No. 6, pp. 985-1001, December 1996.
129. *C. Wang and M.-S. Chen, "On the Complexity of Distributed Query Optimization," IEEE Trans. on Knowledge and Data Engineering, Vol. 8, No. 4, pp. 650-662, August 1996.
130. *M.-S. Chen, P. S. Yu and K.-L. Wu, "Optimization of Parallel Execution for Multi-Join Queries," IEEE Trans. on Knowledge and Data Engineering, Vol. 8, No. 3, pp. 416-428, June 1996.
131. *M.-S. Chen and D. D. Kandlur, "Stream Conversion to Support Interactive Video Playout," IEEE MultiMedia, Vol. 3, No. 2, pp. 51-58, Summer 1996.
132. M.-S. Chen, C.-S. Li and P. S. Yu, "Using Content-Based Search to Download Digital Video into a Client Station," invited paper, Real-Time Imaging, Vol. 2, pp.35-44, 1996.
133. M.-S. Chen, J.-C. Chen and P. S. Yu, "On General Results for All-to-All Broadcast," IEEE Trans. on Parallel and Distributed Systems, Vol. 7, No. 4, pp. 363-370, April 1996.
134. M.-S. Chen, P. S. Yu and T.-H. Yang, "On Coupling Multiple Systems with A Global Buffer," IEEE Trans. on Knowledge and Data Engineering, Vol. 8, No. 2, pp. 339-344, April 1996.
135. M.-S. Chen, M. Lo, P. S. Yu and H. Young, "Applying Segmented Right-Deep Trees to Pipelining Multiple Hash Joins," IEEE Trans. on Knowledge and Data Engineering, Vol. 7, No. 4, pp. 656-668, August 1995.
136. **M.-S. Chen, D. D. Kandlur and P. S. Yu, "Storage and Retrieval Methods to Support Fully Interactive Playout in a Disk-Array-Based Video Server," ACM Multimedia Systems, Vol. 3, No. 3, pp. 126-135, July 1995.
137. J. L. Wolf, J. Turek, M.-S. Chen and P. S. Yu, "A Hierarchical Approach to Parallel Multiquery Scheduling," IEEE Trans. on Parallel and Distributed Systems, Vol. 6, No. 6, pp. 578-590, June 1995.
138. M.-S. Chen, P. S. Yu and K.-L. Wu, "Optimal NODUP All-To-All Broadcasting Schemes in Distributed Computing Systems," IEEE Trans. on Parallel and Distributed Systems, Vol. 5, No. 12, pp. 1275-1285, December 1994.
139. M.-S. Chen and P. S. Yu, "A Graph Theoretical Approach to Determine a Join Reducer Sequence in Distributed Query Processing," IEEE Trans. on Knowledge and Data Engineering, Vol. 6, No. 1, pp. 152-165, February 1994.
140. *M.-S. Chen and P. S. Yu, "Combining Join and Semijoin Operations for Distributed Query Processing," IEEE Trans. on Knowledge and Data Engineering, Vol. 5, No. 3, pp. 534-542, June 1993.
141. *M.-S. Chen and P. S. Yu, "Interleaving a Join Sequence with Semijoins in Distributed Query Processing," IEEE Trans. on Parallel and Distributed Systems, Vol. 3, No. 5, pp. 611-621, September 1992.
142. **P. S. Yu, M.-S. Chen, H. Heiss and S. Lee, "On Workload Characterization of Relational Database Environments," IEEE Trans. on Software Engineering, Vol. 18, No. 4, pp. 347-355, April 1992.
143. ***M.-S. Chen and K. G. Shin, "Adaptive Fault-Tolerant Routing in Hypercube Multicomputers," IEEE Trans. on Computers, Vol. C-39, No. 12, pp. 1406-1416, Dec. 1990.
144. **M.-S. Chen and K. G. Shin, "Subcube Allocation and Task Migration in Hypercube Multiprocessors," IEEE Trans. on Computers, Vol. C-39, No. 9, pp. 1146-1155, Sep. 1990.
145. K. G. Shin and M.-S. Chen, "Minimal Order Loop-Free Routing Strategy," IEEE Trans. on Computers, Vol. C-39, No. 7, pp. 870-881, July 1990.
146. ***M.-S. Chen and K. G. Shin, "Depth-First Search Approach for Fault-Tolerant Routing in Hypercube Multicomputers," IEEE Trans. on Parallel and Distributed Systems, Vol. 1, No. 2, pp. 152-159, April 1990.
147. K. G. Shin and M.-S. Chen, "On The Number of Acceptable Task Assignments in Distributed Computing Systems," IEEE Trans. on Computers, Vol. C-39, No. 1, pp. 99-110, Jan. 1990.
148. ***M.-S. Chen, K. G. Shin and D. D. Kandlur, "Addressing, Routing and Broadcasting in Hexagonal Mesh Multiprocessors," IEEE Trans. on Computers, Vol. C-39, No. 1, pp. 10-18, Jan. 1990.
149. M.-S. Chen and K. G. Shin, "On Relaxed Squashed Embedding of Graphs into a Hypercube," SIAM Journal on Computing, Vol. 18, No. 6, pp. 1226-1244, Dec. 1989.
150. ****M.-S. Chen and K. G. Shin, "Processor Allocation in an N-Cube Multiprocessor Using Gray Codes," IEEE Trans. on Computers, Vol. C-36, No. 12, pp. 1396-1407, Dec. 1987.
151. *K. G. Shin and M.-S. Chen, "Performance Analysis of Distributed Routing Strategies Free of Ping-Pong-Type Looping," IEEE Trans. on Computers, Vol. C-36, No. 2, pp. 129-137, Feb. 1987.

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     Books

152. M.-S. Chen, P. Chrysanthis, M. Sloman and A. Zaslavsky "Advanced Topics on Mobile Data Management," Lecture Notes in Computer Science 2574, Springer-Verlag, January 2003.
153. M.-S. Chen, P. S. Yu and B. Liu, "Advanced Topics on Knowledge Discovery and Data Mining," Lecture Notes in Artificial Intelligence 2336, Springer-Verlag, May 2002.

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     Book Chapters

154. Y.-H. Hung, J.-W. Huang, and M.-S. Chen, "P-SERS: Personalized Social Event Recommender System," in Behavior Computing: Modeling, Analysis, Mining and Decision, edited by L. Cao and P. S. Yu, 2011, Springer Verlag.
155. W.-G. Teng and M.-S. Chen, "Incremental Mining on Association Rules," Foundations and Advances in Data Mining, pp. 125-162, edited by W. Chu and T.-Y. Lin, Springer, 2005.
156. C.-C. Kuo, P. Ting, W.-G. Teng, P. Chen, M.-S. Chen and J.-C. Chen, "Multimedia over IP for Thin Clients: Building a Collaborative Resource-Sharing Prototype," Concurrent Engineering: Research and Applications Journal, 2004.
157. W.-G. Teng, P. M.-C. Chen, and M.-S. Chen, "Building a Collaborative Client-Server Application," Cooperative Internet Computing, Kluwer Publisher, 2003.
158. M.-S. Chen, "Data Storage and Retrieval in Disk-Array-Based Video Servers," Multimedia Technology for Applications, edited by B. Sheu and Mohammed Ismail, IEEE Press, 1998.
159. P. S. Yu, M.-S. Chen, J. L. Wolf and J. J. Turek, "Parallel Query Processing," Chapter 12 in Current Issues in Databases and Applications, edited by N. Adam and B. Bhargava, December 1993, Springer Verlag.

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     Conference Proceedings

160. H. R. Mendis, C.-K. Kang, C.-H. Lin, M.-S. Chen and P.-C. Hsiu, "Deep Reorganization: Retaining Residuals in TinyML," Proc. of the IEEE/ACM DAC'24 (the 61st Design Automation Conference), June 23-27, 2024.
161. Y.-T. Yeh, T.-A. Chen, and M.-S. Chen, "AdaPQ: Adaptive Exploration Product Quantization with Adversary-aware Block Size Selection Toward Compression Efficiency," Proc. of the 28th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-24), May 7-10, 2024.
162. Y.-H. Liu, Y.-C. Shen, H.-W. Chen, and M.-S. Chen, "Construct a Secure CNN against Gradient Inversion Attack," Proc. of the 28th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-24), May 7-10, 2024.
163. T.-H. Shih, C.-Y. Yeh and M.-S. Chen, "Does Audio Deepfake Detection Rely on Artifacts?," Proc. of the 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), April 24-29, 2024.
164. S.-L. Cheng, C.-Y. Yeh, T.-A. Chen, E. Pastor and M.-S. Chen, "FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting," Proc. of the 38th AAAI Conference on Artificial Intelligence, February 20-27, 2024.
165. C.-C. Yen, M.-Y. Yeh, and M.-S Chen, "Integrated Multi-Ported Memory Distribution for Temporal-Multiplexing Workloads on FPGAs" Proc. of the International Conference on Field Programmable Technology (FPT 2023), December 11-14, 2023.
166. Y.-C. Chen, H.-W. Chen, S.-G. Wang and M.-S. Chen, "SPACE: Single-round Participant Amalgamation for Contribution Evaluation in Federal Learning," Proc. of the 37th Neural Information Processing Systems (NeurIPS 2023), December 11 - 14, 2023.
167. T.-A. Chen, D.-N. Yang and M.-S. Chen, "Overcoming Forgetting Catastrophe in Quantization Aware Training," Proc. of the IEEE International Conference on Computer Vision (ICCV 2023), October 2-6, 2023.
168. C.-C. Lin, and M.-S. Chen, "Learning from Output Transitions: A Chosen Challenge Strategy for ML Attacks on PUFs," Proc. of the ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED 2023), August 7-8, 2023.
169. W.-P. Wang, H.-W. Chen , D.-N. Yang and M.-S. Chen, "Post-It: Augmented Reality Based Group Recommendation with Item Replacement," Proc. of the 27th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-23), May 25-28, 2023.
170. H.-W. Chen, D.-N. Yang, W.-C. Lee, P. S. Yu, and M.-S. Chen, "CMINet: a Graph Learning Framework for Content-aware Multi-channel Influence Diffusion," Proc. of the Web Conference (WWW 2023), April 30 - May 4, 2023.
171. C.-Y. Yeh, H.-W. Chen, D.-N. Yang, W.-C. Lee, P. S. Yu and M.-S. Chen, "Planning Data Poisoning Attacks on Heterogeneous Recommender Systems in a Multiplayer Setting," Proc. of IEEE 39th International Conference on Data Engineering (ICDE 2023), April 3-7, 2023.
172. P.-K. Yeh, H.-W. Chen and M.-S. Chen, "Random Walk Conformer: Learning Graph Representation from Long and Short Range," Proc. of the 37th AAAI Conference on Artificial Intelligence, February 7-14, 2023.
173. W. Ding, S.-Y. Jiang, H.-W. Chen and M.-S. Chen, "Incremental Reinforcement Learning with Dual-Adaptive ε-greedy Exploration," Proc. of the 37th AAAI Conference on Artificial Intelligence, February 7-14, 2023.
174. R. Fang, S.-Y. Jiang, H.-W. Chen, W. Ding and M.-S. Chen, "Towards Dual-Triangular QR Decomposition Acceleration via Systolic Array," Proc. of the International Conference on Field Programmable Technology (FPT 2022), December 5-9, 2022.
175. T.-A. Chen, D. -N. Yang and M.-S. Chen, "ClimbQ: Class Imbalanced Quantization Enabling Robustness on Efficient Inferences," Proc. of the 36th Neural Information Processing Systems (NeurIPS 2022), November 28 - December 3, 2022.
176. C.-C. Lin, and M.-S. Chen, "Enhancing the Reliability and Security: A Configurable Poisoning PUF against Modeling Attacks," Proc. of the IEEE/ACM International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), October 7-14, 2022.
177. T.-A. Chen, D. -N. Yang and M.-S. Chen, "AlignQ: Alignment Quantization with ADMM-based Correlation Preservation," Proc. of the 2022 IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2022), June 19-24, 2022.
178. S.-Y. Jiang, W. Ding, H.-W. Chen and M.-S. Chen, "PGADA: Perturbation-Guided Adversarial Alignment for Few-shot Learning Under the Support-Query Shift," Proc. of the 26th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-22), Best Student Paper Award, May 16-19, 2022.
179. Y.-W. Teng, D.-N. Yang, W.-C. Lee, P. S. Yu, Y.-L. Lu and M.-S. Chen, "Epidemic Spread Optimization for Disease Containment with NPIs and Vaccination," Proc. of the IEEE 38th International Conference on Data Engineering (ICDE 2022), May 9-12, 2022.
180. S.-Y. Jiang, H.-W. Chen and M.-S. Chen, "Dataflow Systolic Array Implementations of Exploring Dual-Triangular Structure in QR Decomposition Using High-Level Synthesis," Proc. of the IEEE International Conference on Field Programmable Technology (FPT 2021), December 6-10, 2021.
181. C.-Y. Yeh, H.-W. Chen, H.-H. Shuai, D.-N. Yang and M.-S. Chen, "Attack as the Best Defense: Nullifying Image-to-image Translation GANs via Limit-aware Adversarial Attack," Proc. of the IEEE/CVF International Conference on Computer Vision (ICCV 2021), October 11-17, 2021.
182. J.-M. Lin, K.-T. Lai, B.-R. Wu and M.-S. Chen, "Efficient Two-stream Action Recognition on FPGA," Workshop on Efficient Deep Learning for Computer Vision (CVPR 2021), June 19-25, 2021.
183. C.-C. Lin, and M.-S. Chen, "Attack Is the Best Defense: A Multi-Mode Poisoning PUF against Machine Learning Attach," Proc. of the 25th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-21), May 11-14, 2021.
184. Y.-W. Teng, Y. Shi, C.-H. Tai, D.-N. Yang, W.-C. Lee and M.-S. Chen, "Influence Maximization Based on Dynamic Personal Perception in Knowledge Graph," Proc. of the IEEE 37th International Conference on Data Engineering (ICDE 2021), April 19-22, 2021.
185. H.-W. Chen, H.-H. Shuai, D.-N. Yang, W.-C. Lee, C. Shi, P. S. Yu and M.-S. Chen, "Structure-Aware Parameter-Free Group Query via Heterogeneous Information Network Transformer", Proc. of IEEE 37th International Conference on Data Engineering (ICDE 2021), April 19-22, 2021.
186. L.-Y. Kuo and M.-S. Chen, "Hierarchical Negative Binomial Factorization for Recommender Systems on Implicit Feedback", Proceedings of the 35th AAAI Conference on Artificial Intelligence, February 2-9, 2021.
187. C.-K. Kang, H. R. Mendis, C.-H. Lin, M.-S. Chen and P.-C. Hsiu, "Everything Leaves Footprints: Hardware Accelerated Intermittent Deep Inference," Proc. of the IEEE/ACM International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Best Paper Award, September 20-25, 2020.
188. C.-Y. Kang, K.-T. Lai, and M.-S. Chen, "Balancing Exploration and Exploitation in Self-Imitation Learning," Proc. of the 24rd Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-20), May 11-16, 2020.
189. N.-Y. Cheng and M.-S. Chen, "Exploring Dual-Triangular Structure for Efficient R-initiated Tall-skinny QR on GPGPU," Proc. of the 23rd Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-19), April 14-17, 2019.
190. D.-W. Kao, K.-T. Lai, and M.-S. Chen, "An Efficient and Resource-Aware Hashtag Recommendation using Deep Neural Networks," Proc. of the 23rd Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-19), April 14-17, 2019.
191. Y.-H. Hsieh, C.-C. Chen, H.-H. Shuai, and M.-S. Chen, "Highly Parallel Sequential Pattern Mining on a Heterogeneous Platform," Proc. of the IEEE International Conference on Data Mining (ICDM 2018), November 17-20, 2018.
192. K.-T. Lai, C.-C. Lin, C.-Y. Kang, M.-E. Liao, and M.-S. Chen, "VIVID: Virtual Environment for Visual Deep Learning," Proc. of the ACM Multimedia 2018, Oct. 2018. pp. 1356-1359 (the First Prize of ACMMM2018 Open Source Software Competition).
193. Y.-H. Hsieh and M.-S. Chen, "Toward Green Computing: Striking the Trade-off between Memory Usage and Energy Consumption of Sequential Pattern Mining on GPU," Proc. of the IEEE International Conference on Artificial Intelligence and Knowledge Engineering (AIKE 2018), September 26-28, 2018.
194. C.-H. Wu, M.-Y. Yeh, and M.-S. Chen, "Deep Censored Learning of the Winning Price in the Real Time Bidding," Proc. of the 24th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2018), August 19-23, 2018.
195. C.-K. Kang, C.-H. Lin, P.-C. Hsiu, and M.-S. Chen, "HomeRun: HW/SW Co-Design for Atomicity on Self-Powered Intermittent Systems," Proc. of the 2018 ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED 2018), July 23-25, 2018.
196. L.-Y. Kuo, C.-K. Chou, and M.-S. Chen, "Personalized Ranking on Poisson Factorization," Proc. of the 2018 SIAM International Conference on Data Mining (SDM 2018), May 3-5, 2018.
197. C.-W. Huang, C.-K. Chou, and M.-S. Chen, "A Salient Ensemble of Trees using Cascaded Linear Classifiers with Feature-Cost Constraints," Proc. of the 2018 SIAM International Conference on Data Mining (SDM 2018), May 3-5, 2018.
198. Y.-W. Teng, C.-H. Tai, P. S. Yu, and M.-S. Chen, "Revenue Maximization on the Multi-grade Product," Proc. of the 2018 SIAM International Conference on Data Mining (SDM 2018), May 3-5, 2018.
199. C.-Y. Shen, L.-H. Huang, D.-N. Yang, H.-H. Shuai, W.-C. Lee, and M.-S. Chen, "On Finding Socially Tenuous Groups for Online Social Networks," Proc. of the 23rd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2017), August 13-17, 2017.
200. Y.-C. Chang, K.-T. Lai, S.-C. T. Chou, and M.-S. Chen, "Mining the Networks of Telecommunication Fraud Groups using Social Network Analysis," Proc. of the 2017 IEEE/ACM International Conference on Advances in Social Network Analysis and Mining (ASONAM 2017), July 31 - August 3, 2017.
201. L.-Y. Kuo, C.-K. Chou, and M.-S. Chen, "Query-oriented Graph Clustering," Proc. of the 21st Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-17), May 23-26, 2017.
202. C.-Y. Shen, H.-H. Shuai, K.-F. Hsu, and M.-S. Chen, "Task-Optimized Group Search for Social Internet of Things," Proc. of the EDBT/ICDT 2017 the 20th International Conference on Extending Database Technology, March 21-24, 2017.
203. C.-C. Chen, C.-Y. Shen, and M.-S. Chen, "Massive Parallelism for Non-linear and Non-stationary Data Analysis with GPGPU," Proc. of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), December 5-8, 2016.
204. C.-C. Lin, K.-T. Chuang, W. Wu, and M.-S. Chen, "Combining Powers of Two Predictors in Optimizing Real-Time Bidding Strategy under Constrained Budget," Proc. of the 2016 ACM International Conference on Information and Knowledge Management (CIKM 2016), October 24-28, 2016.
205. H.-C. Ou, C.-K. Chou, and M.-S. Chen, "Influence Maximization for Complementary Goods: Why Parties Fail to Cooperate?," Proc. of the 2016 ACM International Conference on Information and Knowledge Management (CIKM 2016), October 24-28, 2016.
206. W.-Y. Chen, Y.-H. Tsai, T.-M. H. Hsu, Y.-C. F. Wang, and M.-S. Chen, "Transfer Neural Trees for Heterogeneous Domain Adaptation," Proc. of the 14th European Conference on Computer Vision (ECCV 2016), October 8-16, 2016.
207. H.-Z. Hung, H.-H. Shuai, D.-N. Yang, L. Huang, W.-C. Lee, J. Pei, and M.-S. Chen, "When Social Influence Meets Item Inference," Proc. of the 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2016), August 13-17, 2016.
208. P.-L. Liao, C.-K. Chou, and M.-S. Chen, "Uncovering Multiple Diffusion Networks Using the First-Hand Sharing Pattern," Proc. of 2016 SIAM International Conference on Data Mining (SDM 2016), May 5-7, 2016.
209. H.-H. Shuai, C.-Y. Shen, D.-N. Yang, Y.-F. Lan, W.-C. Lee, P. S. Yu, and M.-S. Chen, "Mining Online Social Data for Detecting Social Network Mental Disorders," Proc. of the 25th International World Wide Web Conference (WWW 2016), April 11-15, 2016.
210. W.-L. Shen, C.-J. Lin, M.-S. Chen and K. Tan, "Client as a First-Class Citizen: Practical User-Centric Network MIMO Clustering," Proc. of the IEEE International Conference on Computer Communications (INFOCOM 2016), April 10-15, 2016.
211. C.-K. Chou, C.-C. Lin, and M.-S. Chen, "Context-Aware Daily Activity Summarization with Adaptive Transmission," Proc. of the 31st ACM/SIGAPP Symposium on Applied Computing (SAC 2016), April 4-8, 2016.
212. H.-Y. Chi, W.-H. Cheng, C.-W. You, and M.-S. Chen, "What Catches Your Eyes as You Move Around? On the Discovery of Interesting Regions in the Street," Proc. of the 22nd International Conference on Multimedia Modelling (MMM 2016), January 4-6, 2016.
213. Y.-L. Chen, M.-S. Chen and P. S. Yu, "Ensemble of Diverse Sparsifications for Link Prediction in Large-Scale Networks," Proc. of the IEEE International Conference on Data Mining (ICDM 2015), November 14-17, 2015.
214. H.-T. Chang, Y.-C. Frank Wang, and M.-S. Chen, "R2P: Recomposition and Retargeting of Photographic Images," Proc. of the 2015 ACM Multimedia Conference (MM 2015), October 26-30, 2015.
215. C.-Y. Shen, H.-H. Shuai, D.-N Yang, Y.-F Lan, W.-C. Lee, P. S. Yu, and M.-S. Chen, "Forming Online Support Groups for Internet and Behavior Related Addictions," Proc. of the 2015 ACM International Conference on Information and Knowledge Management (CIKM 2015), October 19-23, 2015.
216. Y.-W. Teng, C.-H. Tai, P. S. Yu, and M.-S. Chen, "Modeling and Utilizing Dynamic Influence Strength for Personalized Promotion," Proc. of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2015), Best Paper Award, August 25-28, 2015.
217. Y.-W. Teng, C.-H. Tai, P. S. Yu, and M.-S. Chen, "An Effective Marketing Strategy for Revenue Maximization with a Quantity Constraint," Proc. of the 21st ACM SIGKDD Intern'l Conf. on Knowledge Discovery and Data Mining (KDD-2015), August 10-13, 2015.
218. S.-C. Lin, S.-D. Lin, and M.-S. Chen, "A Learning-based Framework to handle Multi-round Multi-party influence maximization on social networks," Proc. of the 21st ACM SIGKDD Intern'l Conf. on Knowledge Discovery and Data Mining (KDD-2015), August 10-13, 2015.
219. C.-H. Wu, M.-Y. Yeh, and M.-S. Chen, "Predicting Winning Price in Real Time Bidding with Censored Data," Proc. of the 21st ACM SIGKDD Intern'l Conf. on Knowledge Discovery and Data Mining (KDD-2015), August 10-13, 2015.
220. C.-C. Chen and M.-S. Chen, "HiClus: Highly Scalable Density-based Clustering with Heterogeneous Cloud," Proc. of INNS Conference on Big Data (INNS-BigData'2015), August 8-10, 2015.
221. Y.-L. Chien, K. C.-J. Lin, and M.-S. Chen, "Machine Learning Based Rate Adaptation with Elastic Feature Selection for HTTP Streaming," Proc. of the IEEE International Conference on Multimedia and Expo (ICME 2015), June 29- July 3, 2015.
222. J.-M. Ho, P. C. Hsiu, and M.-S. Chen, "Improving Serviceability for Virtual Clusters in Bandwidth-Constrained Datacenters," Proc. of the 8th IEEE International Conference on Cloud Computing (CLOUD 2015), June 27- July 2, 2015.
223. J.-M. Ho, P.-C. Hsiu, and M.-S. Chen, "Deadline-aware Envy-free Admission Control in Shared Datacenter Networks," Proc. of the IEEE ICC 2015, June 8-12, 2015.
224. C.-K. Chou and M.-S. Chen, "Multiple Factors-Aware Diffusion in Social Networks," Proc. of the 19th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-15), May 19-22, 2015.
225. H.-H. Shuai, D.-N. Yang, P. S. Yu, and M.-S. Chen, "Scale-Adaptive Group Optimization for Social Activity Planning," Proc. of the 19th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-15), May 19-22, 2015.
226. C.-Y. Shen, D.-N. Yang, W.-C. Lee, and M.-S. Chen, "Maximizing Friend-Making Likelihood for Social Activity Organization," Proc. of the 19th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-15), Best Paper Runner Up Award, May 19-22, 2015.
227. W.-L. Shen, K. Tan, C.-J. Lin, and M.-S. Chen, "Sieve: Scalable User Grouping for Large MU-MIMO Systems," Proc. of the IEEE INFOCOM 2015, April 26-May 1, 2015.
228. H.-T. Chang, Y.-C. Wang, and M.-S. Chen, "Transfer in Photography Composition," Proc. of the 2014 22nd ACM International Conference on Multimedia, November 3-7, 2014.
229. L.-Y. Kuo and M.-S. Chen, "Diversified Ranking on Graphs from the Influence Maximization Viewpoint," Proc. of the 2014 IEEE International Conference on Data Science and Advanced Analytics (DSAA 2014), October 30-November 1, 2014.
230. P.-L. Chen, C.-K. Chou, and M.-S. Chen, "Distributed Algorithms for k-truss Decomposition," Proc. of the 2014 IEEE International Conference on Big Data (BigData 2014), October 27-30, 2014.
231. K.-T. Lai, D. Liu, M.-S. Chen and S.-F. Chang, "Recognizing Complex Events in Videos by Learning Key Static-Dynamic Evidences," Proc. of the 2014 13th European Conference on Computer Vision (ECCV 2014), September 6-12, 2014.
232. H.-H. Shuai, D.-N. Yang, P. S. Yu, and M.-S. Chen, "Willingness Optimization for Social Group Activity," Proc. of the 2014 International Conference on Very Large Data bases (VLDB 2014), September 1-5, 2014.
233. M.-H. Yang, C.-K. Chou, and M.-S. Chen, "Cluster Cascades: Infer Multiple Underlying Networks Using Diffusion Data," Proc. of the 2014 IEEE/ACM International Conference on Advances in Social Network Analysis and Mining (ASONAM 2014), August 17-20, 2014.
234. K.-T. Lai, Felix. X. Yu, M.-S. Chen and S.-F. Chang, "Video Event Detection by Inferring Temporal Instance Labels," Proc. of the 2014 27th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), June 24-27, 2014.
235. C.-C. Chan, Y.-C. Lin, and M.-S. Chen, "Recommendation for Advertising Messages on Mobile Devices," Proc. of the 2014 International World Wide Web Conference (WWW 2014), April 7-11, 2014.
236. H.-Y. Chi, W.-H. Cheng, M.-S. Chen and A.-W Tsui, "MOSRO: Enabling Mobile Sensing for Real-Scene Objects with Grid based Structured Output Learning," Proc. of the 2014 International MultiMedia Modeling Conference (MMM 2014), January 8-10, 2014.
237. C.-C. Yen, M.-Y. Yeh, and M.-S. Chen, "An Efficient Approach to Updating Closeness Centrality and Average Path Length in Dynamic Networks," Proc. of the 2013 IEEE International Conference on Data Mining (ICDM 2013), December 7-10, 2013.
238. H.-H. Shuai, D.-N. Yang, P. S. Yu, C. -Y. Shen, and M.-S. Chen, "On Pattern Preserving Graph Generation," Proc. of the 2013 IEEE International Conference on Data Mining (ICDM 2013), December 7-10, 2013.
239. Y.-J. Chen, K.-T. Chuang, and M.-S. Chen, "Spatial-Temporal Query Homogeneity for KNN Object Search on Road Networks," Proc. of the 22nd ACM International Conference on Information and Knowledge Management (CIKM 2013), October 27- November 1, 2013.
240. C.-C. Chen, K.-W. Lee, C.-C. Chang, D.-N. Yang, and M.-S. Chen, "Efficient Large Graph Pattern Mining for Big Data in the Cloud," Proc. of the 2013 IEEE International Conference on Big Data (BigData 2013), Oct 6 - Oct 9, 2013.
241. W.-L. Shen, C.-J. Lin, and M.-S. Chen, "An empirical study of analog channel feedback," Proc. of the 2013 ACM Special Interest Group on Data Communication (SIGCOMM 2013), August 12 - 16, 2013.
242. C.-C. Chen, C.-Y. Tseng, and M.-S. Chen, "Highly Scalable Sequential Pattern Mining Based on MapReduce Model on the Cloud," Proc. of the 2013 IEEE International Congress on Big Data (IEEE BigData-13), June 26 - July 2, 2013.
243. D. Liu, K.-T. Lai, G. Ye, M.-S. Chen, and S.-F. Chang, "Sample Specific Late Fusion for Visual Category Recognition," Proc. of the 26th IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2013), June 25-27, 2013.
244. Y.-C. Lin, Philip S. Yu, and M.-S. Chen, "Guide Query in Social Networks," Proc. of the 14th International Conference on Web-Age Information Management (WAIM 2013), June 14-16, 2013.
245. C.-Y. Tseng, S.-H. Lin, and M.-S. Chen, "Query by Impression: A Novel Place Query System with Adjacency Constraints," Proc. of the 14th IEEE International Conference on Mobile Data Management (MDM 2013), June 3-6, 2013.
246. P.-H. Soh, Y.-C. Lin, and M.-S. Chen, "Recommendation for Online Social Feeds by Exploiting User Response Behavior," Proc. of the 22nd International World Wide Web Conference (WWW 2013), May 13-17, 2013.
247. C.-Y. Liu, C.-Y. Tseng, and M.-S. Chen, "Incremental Mining of Significant URLs in Real-Time and Large-Scale Social Streams," Proc. of the 17th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-13), April 14-17, 2013.
248. L.-Y. Tang, P.-C. Hsiu, J.-L. Huang, and M.-S. Chen, "iLauncher: An Intelligent Launcher for Mobile Apps based on Individual Usage Patterns," Proc. of the 28th ACM Symposium On Applied Computing (SAC-13), March 18-22, 2013.
249. Y.-W. Chu, C.-H. Tai, M.-S. Chen and P. S. Yu, "Privacy-preserving SimRank over Distributed Information Network," Proc. of the 2012 IEEE International Conference on Data Mining (ICDM 2012), December 10-13, 2012.
250. S.-C. Chiu and M.-S. Chen, "A Study on Difficulty Level Recognition of Piano Sheet Music," Proc. of the 2012 IEEE Symposium on Multimedia (ISM 2012), December 10-12, 2012.
251. C.-C. Liao and M.-S. Chen, "An Efficient Sequential Pattern Mining Algorithm for Motifs with Gap Constraints," Proc. of the 2012 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2012), October 4-7, 2012.
252. W.-L. Shen, Y.-C. Tung, K.-C. Lee, C.-J. Lin, S. Gollakota, D. Katabi, and M.-S. Chen, "Rate Adaptation for 802.11 Multiuser MIMO Networks," Proc. of the 18th ACM Annual International Conference on Mobile Computing and Networking (MobiCom-2012), Best Paper Award Finalists, August 22-26, 2012.
253. D.-N. Yang, C.-Y. Shen, W.-C. Lee, and M.-S. Chen, "On Socio-Spatial Group Query for Location-Based Social Networks," Proc. of the 18th ACM SIGKDD Intern'l Conf. on Knowledge Discovery and Data Mining (KDD-2012), August 12-16, 2012.
254. W.-T. Liao and M.-S. Chen, "On Reconfigurable Association Rule Mining," Proc. of the 2012 IEEE International Conference on Granular Computing (GrC 2012), August 11-13, 2012.
255. C.-Y. Tseng, Y.-J. Chen, and M.-S. Chen, "SocFeedViewer: A Novel Visualization Technique for Social News Feeds Summarization on Social Network Services," Proc. of the 19th IEEE International Conference on Web Services (ICWS 2012), June 24-29, 2012.
256. C.-H. Tai, P.-J. Tseng, P. S. Yu, and M.-S. Chen, "Identities Anonymization in Dynamic Social Networks," Proc. of the 8th IEEE Intern'l Conf. on Data Mining (ICDM-2011), December 11-14, 2011.
257. J.-W. Huang, J.-W. Su, and M.-S. Chen, "FISIP: A Distance and Correlation Preserving Transformation for Privacy Preserving Data Mining," Proc. of Conference on Technologies and Applications of Artificial Intelligence (TAAI 2011), November 11-13, 2011 (Best Paper Award).
258. K.-T. Chuang, Y.-J. Chen, and M.-S. Chen, "Coupling or Decoupling for KNN Search on Road Networks? A Hybrid Framework on User Query Patterns," Proc. of ACM 20th Conference on Information and Knowledge Management (CIKM-11), October 24-28, 2011.
259. C.-M. Hsu and M.-S. Chen, "Privacy Preservation by Independent Component Analysis and Variance Control," Proc. of ACM 20th Conference on Information and Knowledge Management (CIKM-11), October 24-28, 2011.
260. J.-W. Huang, C.-Y. Tseng, M.-C. Chen, and M.-S. Chen, "PISAR: Progressive Image Search and Recommendation System by Auto-interpretation and User Behavior," Proc. of IEEE Intern'l Conference on Systems, Man, and Cybernetics (SMC'11), October 9-12, 2011.
261. B.-J. Ho, H.-L. Kao, N.-C. Chen, C.-W. You, H.-H. Chu, and M.-S. Chen, "HeatProbe: A Thermal-based Power Meter for Accounting Disaggregated Electricity Usage," Proc. of the 13th ACM International Conference on Ubiquitous Computing (Ubicomp 2011), September 17-21, 2011.
     
262. D.-N. Yang, Y.-L. Chen, W.-C. Lee, and M.-S. Chen, "On Social-Temporal Group Query with Acquaintance Constraint," Proc. of the 37th Intern'l Conf. on Very Large Data Bases (VLDB-2011), August 29-September 3, 2011.
263. C.-H. Tai, P. S. Yu, D.-N. Yang, and M.-S. Chen, "Privacy-Preserving Social Network Publication Against Friendship Attacks," Proc. of the 17th ACM SIGKDD Intern'l Conf. on Knowledge Discovery and Data Mining (KDD-2011), August 21-24, 2011.
264. C.-Y. Tseng and M.-S. Chen, "Photo Identity Tag Suggestion Using Only Social Network Context on Large-Scale Web Services," Proc. of IEEE Intern'l Conf. on Multimedia and Expo (ICME-11), June 11-15, 2011.
     
265. N.-C. Chen, B.J. Ho, H.-L. Kao, C.-W. You, H.-H. Chu, and M.-S. Chen "HeatProbe: A Thermal-based Power Meter System for Tracking Per-user Power Consumption," Proc. of Pervasive 2011, June 12-15, 2011.
     
266. Y.-H. Hong and M.-S. Chen, "GroupBuyer: A Personalized Group Buying Event Recommender System Using Social Information Filtering," 2011 Intern' Workshop on Behavior Informatics (BI2011) joint with the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD2011), Proc. of the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-DSDM-11), May 24-27, 2011
267. C.-Y. Tseng and M.-S. Chen, "Significant Node Identification in Social Networks," DSDM-11 joint with the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD2011), May 24, 2011.
268. K.-P. Lin and M.-S. Chen, "Efficient Kernel Approximation for Large-Scale Support Vector Machine Classification," the 2011 SIAM Intern'l Conference on Data Mining (SDM-11), April 28-30, 2011.
269. C.-H. Tai, P. S. Yu, and M.-S. Chen, "Structural Diversity for Privacy in Publishing Social Networks," the 2011 SIAM Intern'l Conference on Data Mining (SDM-11), April 28-30, 2011.
270. C.-J. Wu, J.-M. Ho, and M.-S. Chen, "Time-Critical Event Dissemination in Geographically Distributed Clouds," the Workshop on Cloud Computing. in conjunction with IEEE INFOCOM 2011, April 15, 2011.
271. K.-P. Lin and M.-S. Chen, "Towards Communication-Efficient Private Location Dependent Queries," Proc. of ACM Symposium on Applied Computing (SAC-2011), March 21 -25, 2011.
272. Y.-C. Lin, D.-N. Yang, and M.-S. Chen, "Selective Data Acquisition for Probabilistic K-NN Query," Proc. of ACM 19th Conference on Information and Knowledge Management (CIKM-10), October 26-30, 2010.
273. I.-C. Liu, I.-C. Chen, and M.-S. Chen, "Le Festin: Shop Sign Assisted Food Recommendation System," Proc. of the 14th IEEE Intern'l Symp. on Wearable Computers (ISWC'10), October 10-13, 2010.
     
274. C.-C. Yen, C.-Y. Shen, and M.-S. Chen, "A Two-Phase Hybrid Codebook Generation Technique for Vector Quantization," Proc. of IEEE Intern'l Conf. on Image Processing (ICIP-10), September 26-29, 2010.
     
275. C.-W. You, C.-C. Wei, Y.-H. Chen, J.-C. Hu, W.-F. Wang, H.-H. Chu, L.-T. Bei, and M.-S. Chen, "ConvenienceProbe: A Participatory Sensing Tool to Collect Large-Scale Consumer Flow Behaviors," Proc. of the 12th ACM International Conference on Ubiquitous Computing (Ubicomp 2010), September 26-29, 2010.
     
276. K.-P. Lin and M.-S. Chen, "Privacy-Preserving Outsourcing Support Vector Machines with Random Transformation," Proc. of the 16th ACM SIGKDD Intern'l Conf. on Knowledge Discovery and Data Mining (KDD-2010), July 25-28, 2010.
277. C.-H. Tai, P. S. Yu, and M.-S. Chen, "k-Support Anonymity based on Pseudo Taxonomy for Outsourcing of Frequent Itemset Mining," Proc. of the 16th ACM SIGKDD Intern'l Conf. on Knowledge Discovery and Data Mining (KDD-2010), July 25-28, 2010.
278. Y.-C. Lin, D.-N. Yang, and M.-S. Chen, "Data Selection for Exact Value Acquisition to Improve Uncertain Clustering," Proc. of the 11th International Conference on Web-Age Information Management (WAIM'2010), July 15-17, 2010.
279. K.-T. Lai, C.-H. Hsieh, M.-F. Lai, and M.-S. Chen, "Human Action Recognition Using Key Points Displacement," Proc. of the 4th International Conference on Image and Signal Processing (ICISP 2010), June 30-July 2, 2010.
280. J.-W. Huang, S.-C. Lin, and M.-S. Chen, "DPSP: Distributed Progressive Sequential Pattern Mining on the Cloud," Proc. of the 14th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-10), June 21-24, 2010.
281. S.-C. Lin, M.-Y. Yeh, and M.-S. Chen, "Subsequence Matching of Stream Synopses under the Time Warping Distance," Proc. of the 14th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-10), June 21-24, 2010.
282. C.-W. You, Y.-L. Chen, W.-H. Cheng, M.-S. Chen and S.-A. Tsai, "SocialCRC: A Social- and Context-Aware Rendezvous Coordination System," Proc. of the 28th ACM Conference on Human Factors in Computing Systems Data Mining (CHI 2010) (extended abstract), April 10-15, 2010.
283. C.-J. Wu, J.-M. Ho, and M.-S. Chen, "Time-Critical Data Dissemination in Cooperative Peer-to-Peer Systems," Proc. of the IEEE Globecom 2009, Nov. 30-Dec. 4, 2009.
284. J.-H. Hsiao and M.-S. Chen, "Intention-Focused Active Reranking for Image Object Retrieval," Proc. of ACM 18th Conference on Information and Knowledge Management (CIKM-09), November 2-6, 2009.
285. C.-Y. Tseng and M.-S. Chen, "Incremental SVM Model for Spam Detection on Dynamic Email Social Networks," Proc. of the 2009 IEEE International Conference on Social Computing (SocialCom-09), August 29-31, 2009.
286. J.-H. Hsiao and M.-S. Chen, "Language-model-based Detection Cascade for Efficient Classification of Image-based Spam E-mail," Proc. of IEEE Intern'l Conf. on Multimedia and Expo (ICME-09), June 28- July 3, 2009.
     
287. C.-H. Chu, M.-S. Chen and Y.-F. Chen, "On the Energy Efficiency for Heterogeneous Data Broadcasting," Proc. of the 10th International Conference on Mobile Data Management (MDM-09), May 18-20, 2009.
288. S.-H. Wu, C.-M. Chen, and M.-S. Chen, "AAA: Asynchronous, Adaptive, and Asymmetric Power Management for Mobile Ad Hoc Networks," Proc. of IEEE INFOCOM 2009 (Mini-Conference), April 19-25, 2009.
289. M.-Y. Yeh, K.-L. Wu, P. S. Yu, and M.-S. Chen, "PROUD: A Probabilistic Approach to Processing Similarity Queries over Uncertain Data Streams," Proc. of the 12th Intern'l Conf. on Extending Database Technology (EDBT-2008), March 23-26, 2009.
290. J.-H. Hsiao, C.-S. Chen, and M.-S. Chen, "A Novel Language-Model-Based Approach for Image Object Mining and Re-Ranking," Proc. of the 8th IEEE Intern'l Conf. on Data Mining (ICDM-2008), December 15-19, 2008.
291. K.-P. Lin and M.-S. Chen, "Releasing the SVM Classifier with Privacy-Preservation," Proc. of the 8th IEEE Intern'l Conf. on Data Mining (ICDM-2008), December 15-19, 2008.
292. C.-M. Hsu and M.-S. Chen, "Efficient Web Matrix Processing based on Dual Reordering" Proc. of ACM 17th Conference on Information and Knowledge Management (CIKM-08), Oct. 26-30, 2008.
293. C.-Y. Tseng, M.-S. Chen and P.-J. Sung, "A Novel Email Abstraction Scheme for Spam Detection" Proc. of ACM 17th Conference on Information and Knowledge Management (CIKM-08), Oct. 26-30, 2008.
294. S.-H. Wu, K.-P. Lin, C.-M. Chen, and M.-S. Chen, "Asymmetric Support Vector Machines: Low False-Positive Learning Under the User Tolerance," Proc. of the 14th ACM SIGKDD Intern'l Conf. on Knowledge Discovery and Data Mining (KDD-2008), August 24-27, 2008.
295. M.-Y. Yeh, K.-L. Wu, P. S. Yu, and M.-S. Chen, "LEEWAVE: Level-Wise Distribution of Wavelet Coefficients for Processing kNN Queries over Distributed Streams," Proc. of the 34th Intern'l Conf. on Very Large Data Bases (VLDB-2008), August 24-30, 2008.
296. J.-H. Hsiao, C.-S. Chen, and M.-S. Chen, " Valvisual-Word-Based Duplicate Image Search with Pseudo-Relevance Feedback," Proc. of IEEE Intern'l Conf. on Multimedia and Expo (ICME-08), June 23-26, 2008.
     
297. C.-H. Tai, D.-N. Yang, L.-T. Lin, and M.-S. Chen, "Recommending Personalized Scenic Itinerary with Geo-Tagged Photos," Proc. of IEEE Intern'l Conf. on Multimedia and Expo (ICME-08), June 23-26, 2008.
     
298. S.-H. Wu, C.-M. Chen, and M.-S. Chen, "Fully Adaptive Power Saving Protocols for Ad Hoc Networks Using the Hyper Quorum System," Proc. of the 28th IEEE Intern'l Conference on Distributed Computing Systems (ICDCS-2008), June 17-20, 2008.
299. K.-C. Lee, J. Chang, and M.-S. Chen, "PAID: Packet Analysis for Anomaly Intrusion Detection," Proc. of the 12th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-08), May 20-23, 2008.
300. Y.-J. Chen, Y.-H. Chu, and M.-S. Chen, "Mining Quality-Aware Subspace Clusters," Proc. of the 12th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-08), May 20-23, 2008.
301. C.-H. Chu, H.-P. Hung, and M.-S. Chen, "Multi-data Delivery Based on Network Coding in On-demand Broadcast," Proc. of the 9th International Conference on Mobile Data Management (MDM-08), April 27-30, 2008.
302. Y.-H. Cheng, C.-H. Chu, and M.-S. Chen, "A General Scheme for Extracting QR Code from Non-Uniform Background in Camera Phones and Applications," Proc. of the IEEE Intern'l Symp. on Multimedia 2007, December 10-12, 2007.
     
303. C.-H. Chu, D.-N. Yang, and M.-S. Chen, "Using Network Coding for Dependent Data Broadcasting in a Mobile Environment," Proc. of the IEEE Global Telecommunications Conference (GLOBECOM-2007), November 26-30, 2007.
     
304. C.-H. Chu, D.-N. Yang, and M.-S. Chen, "Image Stabilization for 2D Barcode in Handheld Devices," Proc. of the ACM Multimedia 2007, September 23-29, 2007.
     
305. H.-C. Chang and M.-S. Chen, "Dependency of Constrained Clustering of Transaction Data on Known Data Distribution," Proc. of IEEE Joint Conference on E-Commerce Technology (CEC) and Enterprise Computing, E-Commerce and E-Services (EEE) (CEC-EEE 2007), July 23-26, 2007.
     
306. C.-H. Chu, D.-N. Yang, and M.-S. Chen, "Extracting Barcodes from a Camera-Shaken Image on Camera Phones," Proc. of IEEE Intern'l Conf. on Multimedia and Expo (ICME-07), July 2-5, 2007.
     
307. S.-H. Wu, C.-M. Chen, and M.-S. Chen, "An Asymmetric Quorum-based Power Saving Protocol for Clustered Ad Hoc Networks," Proc. of the 27th IEEE Intern'l Conference on Distributed Computing Systems (ICDCS-2007), June 25-29, 2007.
308. C.-Y. Tseng, J.-W. Huang, and M.-S. Chen, "ProMail: Using Progressive Email Social Network for Spam Detection," Proc. of the 11th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-07), May 22-25, 2007.
309. C.-H. Tai, B.-R. Dai, and M.-S. Chen, "Incremental Clustering in Geography and Optimization Spaces," Proc. of the 11th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-07), May 22-25, 2007.
310. H.-P. Tsai, D.-N. Yang, W.-C. Peng, and M.-S. Chen, "Exploring Group Moving Pattern for an Energy-Constrained Object Tracking Sensor Network," Proc. of the 11th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-07), May 22-25, 2007.
311. C.-H. Chu, H.-P. Hung, and M.-S. Chen, "Variant Bandwidth Channel Allocation in the Data Broadcasting Environment," Proc. of the 8th International Conference on Mobile Data Management (MDM-07), May 7-11, 2007.
312. S.-H. Wu, K.-T. Chuang, C.-M. Chen, and M.-S. Chen, "DIKNN: An Itinerary-based KNN Query Processing Algorithm for Mobile Sensor Networks," Proc. of the 23rd IEEE Intern'l Conf. on Data Engineering (ICDE-07), April 16-20, 2007.
313. K.-S. Chen, H.-P. Hung, and M.-S. Chen, "Designing a Resource-Reusable T-Learning System" Proc. of the 4th IEEE Consumer Communications and Networking Conference (CCNC), January 11-13, 2007.
314. H.-P. Hung and M.-S. Chen, "Efficient Data Broadcasting by Progressively Merging and Splitting," Proc. of the IEEE Global Telecommunications Conference (GLOBECOM-2006), November 27-December 1, 2006.
315. H.-P. Hung and M.-S. Chen, "Efficient Range-Constrained Similarity Search from Wavelet Synopses over Multiple Streams" Proc. of ACM Fifteenth Conference on Information and Knowledge Management (CIKM-06), Nov. 6-11, 2006.
316. J.-W. Huang, C.-Y. Tseng, J.-C. Ou, and M.-S. Chen, "Pisa: Progressive Mining of Sequential Patterns," Proc. of the ACM 15th Intern'l Conf. on Information and Knowledge Management (CIKM-06), November 6-11, 2006
317. Y.-H. Chu, J.-W. Huang, K.-T. Chuang, and M.-S. Chen, "On Subspace Clustering with Density Consciousness", Proc. of the ACM 15th Intern'l Conf. on Information and Knowledge Management (CIKM-06), November 6-11, 2006.
318. J.-H. Hsiao, C.-S. Chen, L.-F. Chien, and M.-S. Chen, "Image Copy Detection via Grouping in Feature Space based on Virtual Prior Attacks," Proc. of IEEE Intern'l Conf. on Image Processing (ICIP-06), October 8-11, 2006.
     
319. W.-T. Chen, Y.-H. Wen, and M.-S. Chen, "User-Assisted Image Classification on Personal Photo Collections," Proc. of IEEE Intern'l Conf. on Multimedia and Expo (ICME-06), July 9-12, 2006.
     
320. H.-P. Hung and M.-S. Chen, "RESP: Shortest-Path-Based Cache Replacement in a Transcoding Proxy," Proc. of IEEE Intern'l Conf. on Multimedia and Expo (ICME-06), July 9-12, 2006.
     
321. W.-T. Chen, Y.-L. Chen, and M.-S. Chen, "Mining Frequent Spatial Patterns in Image Databases with Applications to Image Classification," Proc. of the 10th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-06), April 9-12, 2006.
322. M.-Y. Yeh, B.-R. Dai, and M.-S. Chen, "COMET: Event-Driven Clustering over Multiple Evolving Streams," Proc. of the 10th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-06), April 9-12, 2006.
323. W.-C. Liu, K.-H. Liu, and M.-S. Chen, "High Performance Data Stream Processing on a Novel Hardware Enhanced Framework," Proc. of the 10th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-06), April 9-12, 2006.
324. H.-P. Hung, J.-W. Huang, J.-L. Huang, and M.-S. Chen, "Scheduling Dependent Items in Data Broadcasting Environment," Proc. of ACM Symposium on Applied Computing (SAC-2006), April 23 -27, 2006.
325. C.-M. Hsu and M.-S. Chen, "On the Necessary and Sufficient Condition of a Meaningful Distance Function for High Dimensional Data Space," Proc. of the 2006 SIAM Intern'l Conference on Data Mining (SDM-06), April 20-22, 2006.
326. K.-T. Chuang, J.-L. Huang, and M.-S. Chen, "On Exploring the Power-Law Relationship in the Itemset Support Distribution," Proc. of the 10th Intern'l Conf. on Extending Database Technology (EDBT-2006), March 26-30, 2006.
327. I.-Y. Lee, J.-M. Ho, and M.-S. Chen, "BIO101-EST Sequence Management and Annotation System," Proc. of the 5th IEEE Symposium on Signal Processing and Information Technology (ISSPIT'05), December 18-20, 2005.
328. C.-C. Lin and M.-S. Chen, "On Controlling Digital TV Set-Top-Box by Mobile Devices via IP Network," Proc. of the IEEE International Symposium on Multimedia (ISM 2005), December 12-14, 2005.
329. J.-H. Hsiao and M.-S. Chen, "Constructing a Wrapper-based DRM System for Digital Content Protection in Digital Libraries," Proc. of the 8th International Conference on Asian Digital Libraries (ICADL), December 12-15, 2005.
330. H.-L. Chen, K.-T. Chuang, and M.-S. Chen, "Toward Highly Efficient Clustering: A Framework of Labeling Unclustered Categorical Data into Clusters Based on the Important Attribute Values," Proc. of the 5th IEEE Intern'l Conf. on Data Mining (ICDM-2005), November 27-30, 2005.
331. I.-Y. Lee, J.-M. Ho, and M.-S. Chen, "CLUGO: A Clustering Algorithm for Automated Functional Annotations Based on Gene Ontology," Proc. of the 5th IEEE Intern'l Conf. on Data Mining (ICDM-2005), November 27-30, 2005.
332. K.-T. Chuang and M.-S. Chen, "Frequent Pattern Discovery with Memory Constraint," Proc. of the ACM 14th Intern'l Conf. on Information and Knowledge Management (CIKM-05), October 31 - November 5, 2005.
333. M.-J. Hsieh, M.-S. Chen and P. S. Yu, "Integrating DCT and DWT for Approximating Cube Streams," Proc. of the ACM 14th Intern'l Conf. on Information and Knowledge Management (CIKM-05), October 31 - November 5, 2005.
334. I.-Y. Lee, J.-M. Ho, and M.-S. Chen, "GOMIT: A Generic and Adaptive Annotation Algorithm Based on Gene Ontology Term Distributions," Proc. of the 5th IEEE Symposium on Bioinformatics and Bioengineering (BIBE-2005), October 19-21, 2005.
335. C.-C. Chen, M.-C. Chen, and M.-S. Chen, "LIPED: HMM-based Life Profiles for Adaptive Event Detection," Proc. of the 11th ACM SIGKDD Intern'l Conf. on Knowledge Discovery and Data Mining (KDD-2005), August 21-24, 2005.
336. W.-C. Liu, J.-L. Huang, and M.-S. Chen, "KACU: K-means with Hardware Centroid-Updating," Proc. of Emerging Information Technology Conference (EITC 2005), invited, August 15-17, 2005.
     
337. J. Yao, W. Huang, and M.-S. Chen, "IP Datacasting and Channel Error Handling with DVB-H," Proc. of Emerging Information Technology Conference (EITC 2005), invited, August 15-17, 2005.
     
338. H.-P. Hung and M.-S. Chen, "Maximum Profit Cache Replacement Algorithm in a Transcoding Proxy," Proc. of IEEE Intern'l Conf. on Multimedia and Expo (ICME-05), July 6-8, 2005.
     
339. H.-P. Hung and M.-S. Chen, "On Exploring Channel Allocation in the Diverse Data Broadcasting Environment," Proc. of the 25th IEEE Intern'l Conference on Distributed Computing Systems (ICDCS-2005), June 6-9, 2005.
340. Y.-H. Chu, K.-T. Chuang, and M.-S. Chen, "QED: An Efficient Framework for Temporal Region Query Processing," Proc. of the 9th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-05), May 18-20, 2005.
341. K.-T. Chuang, W.-C. Yang, and M.-S. Chen, "Progressive Sampling for Association Rules based on Sampling Error Estimation," Proc. of the 9th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-05), May 18-20, 2005.
342. J.-C. Ou, C.-H. Lee, and M.-S. Chen, "Web Log Mining with Adaptive Support Thresholds," Proc. of the 14th International World Wide Web Conference (WWW-2005), May 10-14, 2005.
343. H.-P. Hung and M.-S. Chen, "A General Model of Hybrid Data Dissemination," Proc. of the 6th International Conference on Mobile Data Management (MDM-05), May 9-13, 2005.
344. *B.-R. Dai, J.-W. Huang, M.-Y. Yeh, and M.-S. Chen, "Clustering on Demand for Multiple Data Streams", Proc. of the IEEE 4th Intern'l Conf. on Data Mining (ICDM-2004), November 1-4, 2004.
345. C.-C. Kuo and M.-S. Chen, "Scalable Multimedia Data Clustering," Proc. of IEEE Intern'l Conf. on Multimedia and Expo (ICME-04), June 27-30, 2004.
     
346. C.-M Hsu and M.-S. Chen, "Automatic and Scalable Subspace Clustering of High Dimensional Large Spatial Data with Noises," Proc. of the 8th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-04), May 26-28, 2004.
347. K.-T. Chuang and M.-S. Chen, "Clustering Categorical Data by Utilizing the Correlated-Force Ensemble," Proc. of the 4th SIAM Intern'l Conference on Data Mining (SDM-04), April 22-24, 2004.
348. W.-G. Teng, M.-S. Chen, and P. S. Yu, "Using Wavelet-based Resource-Aware Mining to Explore Temporal and Support Count Granularities in Data Streams," Proc. of the 4th SIAM Intern'l Conference on Data Mining (SDM-04), April 22-24, 2004.
349. H.-Y. Kao, J.-M. Ho, and M.-S. Chen, "DOMISA: DOM-based Information Space Adsorption for Web Information Hierarchy Mining," Proc. of the 4th SIAM Intern'l Conference on Data Mining (SDM-04), April 22-24, 2004.
350. *J.-L. Huang, M.-S. Chen, and H.-P. Hung, "A QoS-Aware Transcoding Proxy Using On-demand Data Broadcasting," Proc. of IEEE INFOCOM 2004, March 7-11, 2004.
351. C.-L Hu, M.-S. Chen and H.-P. Hung, "Dynamic Traffic Awareness in Wireless Multi-Channel Data Dissemination," Proc. of the IEEE Global Telecommunications Conference (GLOBECOM-2003), December 1-5, 2003.
352. C.-H. Yun, K.-T. Chuang, and M.-S. Chen, "Clustering Item Data Sets with Association-Taxonomy Similarity", Proc. of the IEEE 3rd Intern'l Conf. on Data Mining (ICDM-2003), November 19-22, 2003.
353. *J.-L. Huang and M.-S. Chen, "Exploring Group Mobility for Replica Allocation in a Mobile Ad-Hoc Network," Proc. of the ACM 12th Intern'l Conf. on Information and Knowledge Management (CIKM-03), November 3-8, 2003.
354. H.-Y. Kao, J.-M. Ho, and M.-S. Chen, "Information Clustering on DOM with Multi-Granularity Centroid Converging for Web Information Hierarchy Mining," Proc. of the IEEE 2003 Intern'l Conf. on Web Intelligence (WI-2003), October 13-17, 2003.
355. C.-C. Lin and M.-S. Chen, "VIPAS: Virtual Link Powered Authority Search in the Web," Proc. of the 29th Intern'l Conf. on Very Large Data Bases (VLDB-2003), September 9-12, 2003.
356. **W.-G. Teng, M.-S. Chen and P. S. Yu, "A Regression-Based Temporal Pattern Mining Scheme for Data Streams," Proc. of the 29th Intern'l Conf. on Very Large Data Bases (VLDB-2003), September 9-12, 2003.
357. S.-H. Lo, J.-Z. Ou, and M.-S. Chen, "Inference Based Classifier: Building Decision Trees Efficiently for Categorical Attributes," Proc. of the 5th International Conference on Data Warehousing and Knowledge Discovery (DaWaK-2003), September 3-5, 2003.
358. J.-L. Huang and M.-S. Chen, "Intelligent Cache Capacity Allocation and Relocation Schemes in a Mobile Proxy," Proc. of the 3rd Intern'l Conference on Intelligent Multimedia Computing and Networking (IMMCN-03), September 26-30, 2003.
359. R.-T. Yang, H.-F. Juan, and M.-S. Chen, "Using Discretization Techniques to Discover Trends and Differential Equations to Infer Gene Networks for Diagnostics," Proc. of the 5th Intern'l Conf. on Computational Biology and Genome Informatics (CBGI-03), September 26-30, 2003.
360. B.-R. Dai, C.-R. Lin, and M.-S. Chen, "On the Techniques for Data Clustering with Numerical Constraints," Proc. of the 3rd SIAM Intern'l Conference on Data Mining (SDM-03), May 1-3, 2003.
361. C.-H Lee, J.-Z. Oh, and M.-S. Chen, "Progressive Weighted Miner: An Efficient Method for Time-Constraint Mining," Proc. of the 7th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-03), April 30 to May 2, 2003.
362. J. Chang, S.-H. Lo, and M.-S. Chen, "On the Design and Development of a Network Education Platform," Proc. of the 2003 Workshop on Web Instruction System & Content Standardization, April 18, 2003.
363. C.-L. Hu and M.-S. Chen, "Adaptive Dissemination of Dynamic Information Service in Extended Data Broadcast Environment," Proc. of the 8th ACM Symposium on Applied Computing (SAC-03), March 9-12, 2003.
364. *J.-L. Huang and M.-S. Chen, "Broadcast Program Generation for Unordered Queries with Data Replication," Proc. of the 8th ACM Symposium on Applied Computing (SAC-03), March 9-12, 2003.
365. *J.-L. Huang, M.-S. Chen and W.-C. Peng, "Broadcasting Dependent Data for Ordered Queries without Replication in a Multi-Channel Mobile Environment," Proc. of the 19th IEEE Intern'l Conf. on Data Engineering (ICDE-03), March 5-8, 2003.
366. *W.-G. Teng, M.-J. Hsieh, and M.-S. Chen, " On the Mining of Substitution Rules for Statistically Dependent Items", Proc. of the IEEE 2nd Intern'l Conf. on Data Mining (ICDM-2002), December 9-12, 2002.
367. C.-H. Yun, K.-T. Chuang M.-S. Chen, " Using Category-Based Adherence to Cluster Market-Basket Data", Proc. of the IEEE 2nd Intern'l Conf. on Data Mining (ICDM-2002), December 9-12, 2002.
368. C.-Y. Chang, M.-S. Chen and C.-H. Lee, " Mining General Temporal Association Rules for Items with Different Exhibition Periods", Proc. of the IEEE 2nd Intern'l Conf. on Data Mining (ICDM-2002), December 9-12, 2002.
369. **J.-L Huang and M.-S. Chen, "Dependent Data Broadcasting for Unordered Queries in a Multiple Channel Mobile Environment," Proc. of the IEEE Global Telecommunications Conference (GLOBECOM-2002), November 17-21, 2002.
370. H.-Y. Kao, S.-H. Lin, J.-M. Ho, and M.-S. Chen, "Exploiting Hyperlink Analysis to Mine Informative Structures of News Web Sites," Proc. of the ACM 11th Intern'l Conf. on Information and Knowledge Management (CIKM-02), November 4-9, 2002, pp. 574-581.
371. C.-Y. Chang and M.-S. Chen, "A New Cache Replacement Algorithm for the Integration of Web Caching and Prefetching," Proc. of the ACM 11th Intern'l Conf. on Information and Knowledge Management (CIKM-02), November 4-9, 2002, pp. 632-634.
372. C.-H. Yun, K.-T. Chuang, and M.-S. Chen, "Self-Tuning Clustering: An Adaptive Clustering Method for Transaction Data," Proc. of the 4th International Conference on Data Warehousing and Knowledge Discovery (DaWaK-2002), September 4-6, 2002, pp 42-51.
373. H.-P. Tsai, J.-L. Huang, C.-M. Chao, M.-S. Chen and C. Liao, "SIFA: A Scalable File System with Intelligent File Allocation," Proc. of the 26th Annual International Computer Software and Applications Conference (COMPSAC-2002), August 26-29, 2002, pp. 793-798.
374. C.-C. Kuo, P. Ting, J.-C. Chen, and M.-S. Chen, "Design and Implementation of a Network Application Architecture for Thin Clients," Proc. of the 26th Annual International Computer Software and Applications Conference (COMPSAC-2002), August 26-29, 2002, pp. 193-198.
375. C.-R. Lin and M.-S. Chen, "A Robust and Efficient Clustering Algorithm based on Cohesion Self-Merging", Proc. of the 8th ACM SIGKDD Intern'l Conf. on Knowledge Discovery and Data Mining (KDD-2002), July 23-26, 2002, pp. 582-587.
376. C.-R. Lin, C.-H. Lee, and M.-S. Chen, "Distributed Data Mining in a Chain Store Database of Short Transactions", Proc. of the 8th ACM SIGKDD Intern'l Conf. on Knowledge Discovery and Data Mining (KDD-2002), July 23-26, 2002, pp. 576-581.
377. *C.-L. Hu and M.-S. Chen, "Dynamic Data Broadcasting with Traffic Awareness," Proc. of the 22nd IEEE Intern'l Conference on Distributed Computing and Systems (ICDCS-2002), July 2-6, 2002, pp. 112-119.
378. *C.-L. Hu and M.-S. Chen, "Adaptive Balanced Hybrid Data Delivery for Multi-Channel Data Broadcast," Proc. of the IEEE Intern'l Conference on Communication (ICC-2002), April 2002.
379. C.-R. Lin and M.-S. Chen, "On the Optimal Clustering of Sequential Data," Proc. of the 2nd SIAM Intern'l Conference on Data Mining (SDM-02), April 11-13, 2002, pp. 141-157.
380. C.-H. Lee, P. S. Yu, and M.-S. Chen, "Causality Rules: Exploring the Relationship between Triggering and Consequential Events in a Database of Short Transactions," Proc. of the 2nd SIAM Intern'l Conference on Data Mining (SDM-02), April 11-13, 2002, pp. 403-419.
381. *C.-Y. Chang and M.-S. Chen, "Exploring Aggregate Effect with Weighted Transcoding Graphs for Efficient Cache Replacement in Transcoding Proxies," Proc. of the 18th IEEE Intern'l Conf. on Data Engineering (ICDE-02), February 26 - March 1, 2002, pp. 383-392.
382. W.-C. Peng and M.-S. Chen, "Exploring User Moving Patterns to Improve the Allocation of Shared Data in a Mobile Computing Environment," Proc. of the Third International Conference on Mobile Data Management (MDM-02), January 8 - 10, 2002.
383. J.-Z. Ouh, P. Wu, and M.-S. Chen, "Constrained Based Sequential Pattern Mining," Proc. Of International Workshop on Web Technology, December 4-6, 2001.
384. *C.-H. Lee, C.-R. Lin, and M.-S. Chen, "On Mining General Temporal Association Rules in a Publication Database," Proc. of the First IEEE International Conference on Data Mining (ICDM-01), November 29 - December 2, 2001.
385. J.-L. Huang, W.-C. Peng, and M.-S. Chen, "Binary Interpolation Search for Solution Mapping on Broadcast and On-demand Channels in a Mobile Computing Environment," Proc. of the ACM 10th Intern'l Conf. on Information and Knowledge Management (CIKM-01), November 5-10, 2001, pp. 434-441.
386. ***C.-H. Lee, C.-R. Lin, and M.-S. Chen, "Sliding-Window Filtering: An Efficient Algorithm for Incremental Mining," Proc. of the ACM 10th Intern'l Conf. on Information and Knowledge Management (CIKM-01), November 5-10, 2001, pp. 263-270.
387. *C.-H. Yun, K.-T. Chuang, and M.-S. Chen, "An Efficient Clustering Algorithm for Market Basket Data Based on Small-Large Ratios," Proc. of the 25th International Computer Software and Applications Conference (COMPSAC 2001), October 8-12, 2001, pp. 505-510.
388. J.-C. Liu, W. L. Hwang, M.-S. Chen, J.-W. Tsai and C.-H. Lin, "Wavelet-based Active Contour Model for Object Tracking," Proc. of IEEE Intern'l Conf. on Image Processing (ICIP-01), October 7-10, 2001.
389. *P.-H. Wu, W.-C. Peng, and M.-S. Chen, "Mining Sequential Alarm Patterns in a Telecommunication Database," Workshop on Databases in Telecommunications (VLDB 2001), September 10, 2001
390. C.-R. Lin, C.-H. Yun, and M.-S. Chen, "Utilizing Slice Scan and Selective Hash for Episode Mining," Workshop on Temporal Data Mining (SIGKDD 2001), August 26-29, 2001.
391. C.-Y. Chang, P.-H. Huang, and M.-S. Chen, "Design and Implementation of an H.323 Gatekeeper Prototype," Proc. of IEEE Intern'l Conf. on Multimedia and Expo (ICME-01), August 22-25, 2001.
392. C.-C. Kuo, M.-S. Chen and J.-C. Chen, "An Adaptive Transmission Scheme for Audio and Video Synchronization based on Real-time Transport Protocol," Proc. of IEEE Intern'l Conf. on Multimedia and Expo (ICME-01), August 22-25, 2001.
     
393. K.-H. Ma, M.-S. Chen and J.-C. Chen, "Error-Resilient Real-time Video Communications Over IP-based LANs," Proc. of IEEE Intern'l Conf. on Multimedia and Expo (ICME-01), August 22-25, 2001.
394. J.-C. Chen, G. Hou, and M.-S. Chen, "Multimedia over IP for Thin Clients: Building a Collaborative Resource-Sharing Prototype," Proc. of IEEE Intern'l Conf. on Multimedia and Expo (ICME-01), August 22-25, 2001.
     
395. W.-T. Liao, J.-C. Chen, and M.-S. Chen, "Adaptive Recovery Techniques for Real-Time Audio Streams," Proc. of IEEE INFOCOM 2001, pp. 815-823, April 22-26, 2001.
396. C.-H. Lee and M.-S. Chen, "Using Remote Joins for the Processing of Distributed Mobile Queries," Proc. of the 7th Intern'l Conf. on Database Systems for Advanced Applications, pp. 210-217, April 18-20, 2001.
397. C.-H. Lee and M.-S. Chen, "Distributed Query Processing in the Internet: Exploring Relation Replication and Network Characteristics," Proc. of the 21st IEEE Intern'l Conf. on Distributed Computing Systems (ICDCS-01), pp. 439-448, April 16-19, 2001.
398. D. Lo, W.-T. Liao, and M.-S. Chen, "Web Speaking: A Language Learning System in the Web," Proc. of the 2000 International Conference on Computers in Education ICCE/ICCAI, November 21-24, 2000.
399. **W.-C. Peng and M.-S. Chen, "Dynamic Generation of Data Broadcasting Programs for a Broadcast Disk Array in a Mobile Computing Environment," Proc. of the ACM 9th Intern'l Conf. on Information and Knowledge Management (CIKM-00), November 6-11, 2000, pp. 38-45.
400. *C.-H. Yun and M.-S. Chen, "Using Pattern-Join and Purchase-Combination for Mining Web Transaction Patterns in an Electronic Commerce Environment," Proc. of the 24th annual Intern'l Computer Software and Application Conference (COMPSAC-2000), pp. 99-104, October 25-27, 2000.
401. J.-C. Liu, W. L. Hwang, W.-J. Hwang, and M.-S. Chen, "A Multi-Channel Channel-Optimized Scheme for EZW Using Rate-Distortion Functions," Proc. of IEEE Intern'l Conf. on Image Processing (ICIP-00), pp. 395-398, September 10-13, 2000.
402. W.-C. Peng and M.-S. Chen, "Exploiting the Features of Asymmetry for Query Processing in a Mobile Computing Environment," Proc. of Fifth IFCIS Conference on Cooperative Information Systems (CoopIS'2000), pp. 263-274. September 6-8, 2000.
403. I.-P. Lin, M.-S. Chen, etal, "Designing a Network Education Package with Creativity and Practicality," Workshop on Web Technology (AEARU), August 22-23, 2000.
404. M.-S. Chen, etal, "A Web-Based Language Learning System," Workshop on Web Technology (AEARU), August 22-23, 2000.
405. *W.-C. Peng and M.-S. Chen, "Mining User Moving Patterns for Personal Data Allocation in a Mobile Computing System," Proc. of the 29th International Conference on Parallel Processing (ICPP-2000), pp. 573-580, August 21-24, 2000.
406. J. Chang, M.-S. Chen and I.-P. Lin, "Design and Implementation of a Software Package for Network Education," Proc. of the 2000 International Conference on Engineering Education, August 14-16, 2000, Session WA2 (in CD).
407. D. Lo, W.-T. Liao, and M.-S. Chen, "An Interactive Language Learning System in the Web," Proc. of the 2000 International Conference on Engineering Education, August 14-16, 2000, Session WA4 (in CD).
408. C.-Y. Chang and M.-S. Chen, "On Building an Internet Gateway for Internet Telephony," Proc. of the IEEE International Conference on Multimedia and Expo (ICME-00), July 31 to August 2, 2000, (in CD).
409. Z.-R. Lin and M.-S. Chen, "Design and Performance Study of Scalable Video Storage in a Disk-Array-Based Video Server," Proc. of the IEEE International Conference on Multimedia and Expo (ICME-00), July 31 to August 2, 2000, (in CD)
410. *C.-H Yun and M.-S. Chen, "Mining Web Transaction Patterns in an Electronic Commerce Environment," Proc. of the 4th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-00), pp. 216-219, April 18-20, 2000.
411. Z.-R. Lin and M.-S. Chen, "An Asymptotically Optimal Multi-Layered Decentralized Consensus Protocol with an Initiator," Proc. of the 20th IEEE Intern'l Conf. on Distributed Computing Systems (ICDCS-00), pp. 280-287, April 10-13, 2000.
412. *I.-Y. Lin, X.-M. Huang, and M.-S. Chen, "Capturing User Access Patterns in the Web for Data Mining," Proc. of the 11th IEEE International Conference Tools with Artificial Intelligence, pp. 345-348, November 9-11, 1999.
413. J.-C. Liu, W. L. Hwang, W.-J. Hwang, and M.-S. Chen, "Robust Block-Based EZW Image Compression with Channel Noise Optimized Rate-Distortion Functions," Proc. of IEEE Intern'l Conf. on Image Processing, August 22-25, 1999, (in CD).
414. C.-Y. Chang and M.-S. Chen, "Design and Implementation of A PSTN/Internet Gateway for Internet Telephony," Workshop on Computer Networks, Internet, and Multimedia, International Computer Symposium, pp. 191-198, December 17-19, 1998.
415. M.-S. Chen, "On the Evaluation of Attribute Information for Mining Classification Rules," Proc. of the 10th IEEE International Conference Tools with Artificial Intelligence, November 10-12, 1998, pp. 130-137.
416. W.-J. Lu and M.-S. Chen, "Media Synchronization and Data Mining Mechanisms for Networked Education," Workshop on Web Technology (AEARU), November 24-25, 1998, pp. 60-66.
417. X.-M. Huang and M.-S. Chen, "Design and Implementation for Join Operations in a Network Database," Proc. of Conf. on Electronic Imaging and Multimedia Systems, SPIE Photonics China '98 Symp., November 3-7, 1998, pp. 79-85.
418. W.-C. Peng and M.-S. Chen, "Dynamic and Adaptive Cache Retrieval Scheme for Mobile Computing Systems," Proc. of Third IFCIS Conference on Cooperative Information Systems (CoopIS'98), August 20-22, 1998, pp. 251-258.
419. M.-S. Chen, "Using Multiple Attribute for Mining Classification Rules," Proc. of the 22nd annual Intern'l Computer Software and Application Conference (COMPSAC-98), August 19-21, 1998.
420. I.-Y. Lin and M.-S. Chen, "Design and Implementation of an Access Pattern Collection Server for Web Data Mining," Proc. of the Intern'l Symposium on Internet Technology, April 24-26, 1998, pp. 191-195.
421. *J.-S. Park, P. S. Yu, and M.-S. Chen, "Mining Association Rules with Adjustable Accuracy," Proc. of the ACM 6th Intern'l Conf. on Information and Knowledge Management, November 10, 1997, pp. 151-160.
422. **M.-S. Chen, K.-L. Wu and P. S. Yu, "Indexed Sequential Data Broadcasting in a Wireless Computing Environment," Proc. of the 17th IEEE Intern'l Conf. on Distributed Computing Systems, May 27-30, 1997, pp. 124-131.
423. I.-Y. Lin and M.-S. Chen, "On Methodology for Client-Based Access Pattern Collection in the Web," Proc. of the 11th Conf. on Information Networking, January 27-29, 1997.
424. C. Li and M.-S. Chen, "Progressive Texture Matching for Earth Observing Satellite Image Database," Proc. of Conf. on Multimedia Storage and Archiving Systems, SPIE Photonics East '96 Symp., November 18-22, 1996, pp. 150-161.
425. M.-S. Chen and J.-C. Chen, "Towards Building High Availability Disk-Array-Based Storage Servers," Proc. of Conf. on Electronic Imaging and Multimedia Systems, SPIE Photonics China '96 Symp., November 3-7, 1996, pp. 283-289.
426. *****M.-S. Chen, J. S. Park and P. S. Yu, "Efficient Data Mining for Path Traversal Patterns in Distributed Systems," Proc. of the 16th IEEE Intern'l Conf. on Distributed Computing Systems, May 27-30, 1996, pp. 385-392.
427. ***K.-L. Wu, P. S. Yu, and M.-S. Chen, "Energy-Efficient Caching for Wireless Mobile Computing," Proc. of the 12th IEEE Intern'l Conf. on Data Engineering, February 26 - March 1, 1996, pp. 335-343.
428. ****J.-S. Park, M.-S. Chen and P. S. Yu, "Efficient Parallel Data Mining for Association Rules," Proc. of the ACM 4th Intern'l Conf. on Information and Knowledge Management, November 29 - December 2, 1995, pp. 31-36.
429. *M.-S. Chen, H. Hsiao, C.-S. Li and P. S. Yu, "Using Rotational Mirrored Declustering for Replica Placement in a Disk-Array-Based Video Server," Proc. of the ACM Multimedia 95, November 5-9, 1995, pp.121-130.
430. M.-S. Chen, C. Li and P. S. Yu, "A Content-Based Method to Download/Record Digital Video for Client Stations and Home VCR's," Proc. of Conf. on Integration Issues in Large Commercial Media Delivery Systems, SPIE Photonics East '95 Symp., Oct. 22-26 1995, pp. 40-49.
431. **M.-S. Chen and D. D. Kandlur, "Downloading and Stream Conversion: Supporting Interactive Playout of Videos in a Client Station," Proc. of IEEE Intern'l Conf. on Multimedia Computing and Systems, May 15-18, 1995, pp. 73-80.
432. ******J.-S. Park, M.-S. Chen and P. S. Yu, "An Effective Hash Based Algorithm for Mining Association Rules," Proc. of ACM SIGMOD, May 23-25, 1995, pp. 175-186.
433. M.-S. Chen, D. D. Kandlur and P. S. Yu, "Using Rate Staggering to Store Scalable Video in a Disk-Array-Based Video Server," Proc. of IS&T/SPIE Symposium on Electronic Imaging -- Conference on Multimedia Computing and Networking, SPIE Vol. 2417, February 1995, pp. 338-345.
434. M.-S. Chen, T.-H. Yang, P. S. Yu and T.-S. Liu, "On Parallel Transaction Processing in a Coupled System," Proc. of the Intern'l Conf. on Parallel and Distributed Systems, December 1994, pp. 662-669.
435. P. S. Yu and M.-S. Chen, "Video Data Retrieval in Parallel Disk Arrays," Defining the Global Information Infrastructure: Infrastructure, Systems, and Services, SPIE Critical Review, Vol. CR56, November 1994, pp. 343-354.
436. C.-S. Li, M.-S. Chen, P. S. Yu and H.-I. Hsiao, "Combining Replication and Parity Approaches for Fault-Tolerant Disk Arrays," Proc. of the 6th IEEE Symp. on Parallel and Distributed Processing, October 26-29, 1994, 360-367.
437. ***M.-S. Chen, D. D. Kandlur and P. S. Yu, "Support for Fully Interactive Playout in a Disk-Array-Based Video Server," Proc. of the ACM Multimedia 94, October 15-20, 1994, pp. 391-398.
438. *S. Chawathe, M.-S. Chen and P. S. Yu, "On Index Selection Schemes for Nested Object Hierarchies," Proc. of the 20th Intern'l Conf. on Very Large Data Bases (VLDB-1994), September 12-15, 1994, pp. 331-341.
439. *H.-I. Hsiao, M.-S. Chen and P. S. Yu, "On Parallel Execution of Multiple Pipelined Hash Joins," Proc. of ACM SIGMOD, May 24-27, 1994, pp. 185-196.
440. J. L. Wolf, J. Turek, M.-S. Chen and P. S. Yu, "The Optimal Scheduling of Multiple Queries in a Parallel Database Machine," Proc. of the ACM SIGMETRICS, May 16-20, 1994, pp. 45-55.
441. M.-S. Chen, P. S. Yu and J.-C. Chen, "On All-To-All Broadcasting for Distributed Systems," Proc. of the Intern'l Conf. on Parallel and Distributed Systems, December 1993, pp. 358-365.
442. H.-I. Hsiao, M.-S. Chen and P. S. Yu, "Processor Allocation for Parallel Execution of Hash Joins," Proc. of the Intern'l Conf. on Parallel and Distributed Systems, December 1993, pp. 196-203.
443. M.-S. Chen, H.-I. Hsiao and P. S. Yu, "Applying Hash Filters to Improving the Execution of Bushy Trees," Proc. of the 19th Intern'l Conf. on Very Large Data Bases (VLDB-1993), August 24-27, 1993, pp. 505-516.
444. **M. Lo, M.-S. Chen, C. V. Ravishankar and P. S. Yu, "Optimal Processor Allocation for Pipelined Hash Joins," Proc. of ACM SIGMOD, May 26-28, 1993, pp. 69-78.
445. M.-S. Chen, P. S. Yu and K.-L. Wu, "Decentralized Consensus Protocols with Multi-Port Communication," Proc. of the 13th IEEE Intern'l Conf. on Distributed Computing Systems, May 25-28, 1993, pp. 356-365.
446. *K.-L. Wu, P. S. Yu, and M.-S. Chen, "Dynamic Finite Versioning: An Effective Versioning Approach to Concurrent Transaction and Query Processing," Proc. of the 9th IEEE Intern'l Conf. on Data Engineering, April 19-23, 1993, pp. 577-586.
447. M.-S. Chen, P. S. Yu and K.-L. Wu, "On Designing Decentralized Consensus Protocols," Proc. of the International Computer Symposium, Dec. 13-15, 1992, pp. 1174-1181.
448. ***M.-S. Chen, M. Lo, P. S. Yu and H. Young, "Using Segmented Right-Deep Trees for the Execution of Pipelined Hash Joins," Proc. of the 18th Intern'l Conf. on Very Large Data Bases (VLDB-1992), August 23-26, 1992, pp. 15-26.
449. M.-S. Chen, K.-L. Wu and P. S. Yu, "Efficient Decentralized Consensus Protocols in a Distributed Computing System," Proc. of the 12th IEEE Intern'l Conf. on Distributed Computing Systems, June 9-12, 1992, pp. 426-433.
450. A. Merchant, K.-L. Wu, P. S. Yu, and M.-S. Chen, "Performance Analysis of Dynamic Finite Versioning for Concurrent Transaction and Query Processing," Proc. of the ACM SIGMETRICS and Performance 92, June 1-5, 1992, pp. 103-114.
451. **M.-S. Chen, P. S. Yu and K.-L. Wu, "Scheduling and Processor Allocation for Parallel Execution of Multi-Join Queries," Proc. of the 8th IEEE Intern'l Conf. on Data Engineering, Feb. 1992, pp. 58-67.
452. M.-S. Chen, P. S. Yu and K.-L. Wu, "Optimal All-To-All Broadcasting Schemes in Distributed Systems," Proc. of the 1st Intern'l Conf. on Parallel and Distributed Information Systems, Dec. 1991, pp. 253-260.
453. M.-S. Chen and P. S. Yu, "Determining Beneficial Semijoins for a Join Sequence in Distributed Query Processing," Proc. of the 7th IEEE Intern'l Conf. on Data Engineering, April 1991, pp. 50-58.
454. **P. S. Yu, H. Heiss, S. Lee, and M.-S. Chen, "On Workload Characterization of Relational Database Environments," Proc. of Computer Measurement Group, December 1990, pp. 235-244.
455. M.-S. Chen and P. S. Yu, "Using Join Operations as Reducers in Distributed Query Processing," Proc. of the 2nd Intern'l Symp. on Databases in Parallel and Distributed Systems, July 1990, pp. 116-123.
456. *M.-S. Chen and P. S. Yu, "Using Combination of Join and Semijoin Operations for Distributed Query Processing," Proc. of the 10th IEEE Intern'l Conf. on Distributed Computing Systems, May 28 - June 1, 1990, pp. 328-335.
457. M.-S. Chen and K. G. Shin, "Task Migration in a Hypercube Multiprocessor," Proc. of the 16th ACM Intern'l Symp. on Computer Architecture, May 1989, pp. 105-111.
458. M.-S. Chen and K. G. Shin, "On Hypercube Fault-Tolerant Routing Using Global Information," Proc. of the Fourth Conference on Hypercube Concurrent Computers and Applications, March 6-8, 1989, pp. 83-86.
459. *M.-S. Chen and K. G. Shin, "Message Routing in an Injured Hypercube," Proc. of the Third Conf. on Hypercube Concurrent Comp. and Appl., Jan. 1988, pp. 312-317.
460. *M.-S. Chen and K. G. Shin, "Embedment of Interacting Task Modules into a Hypercube Multiprocessor," Proc. of the Second Hypercube Conf., Oct. 1986, pp. 122-129.

     ---

     Patents

1. C.-C. Lin and M.-S. Chen, "VIPAS: Virtual Link Powered Authority Search in the Web", R.O.C. Patent, No. I253572, April 21, 2006.
2. K.-T. Chuang and M.-S. Chen, "Clustering Categorical Data by Utilizing the Correlated-Force Ensemble," R.O.C. Patent, No. I249113, February 11, 2006.
3. C.-H. Lee and M.-S. Chen, "Efficient Incremental Method for Data Mining of a Database," No. 10,153,017, May 2002, filed to U.S. Patent office.
4. P. S. Yu, B. Liang, and M.-S. Chen, "An Effective Algorithm For Mining Causality Rules with Applications to Electronic Commerce," US Patent No.5,832,482, November 3, 1998.
5. M.-S. Chen and P. S. Yu, "Progressive Methods for CPU and I/O Reduction for Mining Association Rules," US Patent No.5,813,003, September 22, 1998. 
6. M.-S. Chen, C. Li and P. S. Yu, "A Content-Based Method to Download/Record Digital Video for Client Stations and Home VCR's," US Patent No.5,767,893, June 16, 1998.
7. M.-S. Chen and P. S. Yu, "An Efficient Information Collection Method Parallel Mining," US Patent No.5,758,147, May 26, 1998.
8. *M.-S. Chen and D. D. Kandlur, "Efficient Support for Interactive Playout of Videos in a Client Station," US Patent No. 5,742,347, April 21, 1998.
9. *C.-S. Li, V. Castelli, M.-S. Chen and J. J. Turek, "Progressive Content-Based Retrieval of Images and Video with Adaptive and Iterative Refinement," US Patent No. 5,734,893, March 31, 1998.
10. M.-S. Chen and P. S. Yu, "Database Mining Using Multi-Predicate Classifiers," US Patent No.5,727,199, March 10, 1998.
11. *M.-S. Chen and P. S. Yu, `Method For Mining Path Traversal Patterns," US Patent No. 5,668,988, September 16, 1997.
12. *M.-S. Chen, H.-I. Hsiao, C.-S. Li and P. S. Yu, "HMC: A Hybrid Mirrored-and-Chained Data Replication Method to Support High Data Availability for Disk Arrays," US Patent No. 5,559,764, September 24, 1996.
13. *M.-S. Chen, D. D. Kandlur and P. S. Yu, "Frame Sampling Scheme for Video Scanning in a Video-on-Demand System," US Patent No. 5,521,630, May 28, 1996.
14. M.-S. Chen and P. S. Yu, "Multiple Hash Tables Based on Access Frequency," US Patent No. 5,450,595, September 12, 1995.
15. M.-S. Chen, J. Turek, J. L. Wolf and P. S. Yu, "Scheduling Multiple Queries in a Parallel Database Environment," US Patent No. 5,392,430, February 25, 1995.
16. *M.-S. Chen, K.-L. Wu and P. S. Yu, "Dynamic, Finite Versioning for Concurrent Transaction and Query Processing," US Patent No. 5,287,496, February 15, 1994.
17. K. G. Shin, M.-S. Chen and D. D. Kandlur, "Hexagonal mesh multiprocessor system," US Patent No. 5,101,480, March 31, 1992.
18. M.-S. Chen, D. D. Kandlur and P. S. Yu, "Method and Apparatus for Storing and Retrieving Scalable Video Data in a Disk-Array-Based Video Server," Docket YO994219, June 1994, filed to U.S. Patent office.
19. K.-L. Wu, P. S. Yu, and M.-S. Chen, "Energy-Efficient Caching for Bandwidth-Limited Wireless Mobile Computing," Docket YO994220, June 1994, filed to U.S. Patent office.
20. M.-S. Chen, P. S. Yu and K.-L. Wu, "Index Allocation for Data Broadcasting," Docket YO995097, May 1995, filed to U.S. Patent office.
21. W.-C. Peng and M.-S. Chen, "A Method to Mine User Moving Patterns," No. 90109081, April 2001, filed to R.O.C. Patent office.
22. X.-M. Huang, C.-Y. Chang, and M.-S. Chen, "A User Agent System," No. 90102427, February 2001, filed to R.O.C. Patent office.
23. D. Lo M.-S. Chen, "A Sequential Patterns Graph Machanism for Mining Sequential Patterns," No. 90102424, February 2001, filed to R.O.C. Patent office.
24. C.-H. Lee and M.-S. Chen, "Method for Feature-based Search Engine with Data Mining," No. 090100350, January 2001, filed to R.O.C. Patent office.
25. C.-H. Lee, Z.-R. Lin, and M.-S. Chen, "A Sliding Window Filtering Mechanism for Mining Association Rules," No. 089126835, December 2000, filed to R.O.C. Patent office.

Ming-Syan Chen