陳銘憲的著作列表 - Publication List of Ming-Syan Chen

Publication List of 陳銘憲 Ming-Syan Chen

Journal articles & book chapters:

  1. C.-H. Yang, H.-H. Shuai, C.-Y. Shen, and M.-S Chen, “Learning to Solve Task-Optimized Group Search for Social Internet of Thing,” IEEE Transactions on Knowledge and Data Engineering, Vol. 34, No. 11, 5429-5445, Nov. 2022
  2. 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, 4301-4312, Nov. 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, 49:1-26-49:1-26, Sept. 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, 3431-3446, Jul. 2022
  5. 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, 1148-1159, Mar. 2022
  6. 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, 1617-1621, Mar. 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, 122-137, Jan. 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, 287-301, Jan. 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, 3479-3491, Nov. 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, 437-450, Jun. 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, 14:1-27-14:1-27, Feb. 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, 2364-2378, Dec. 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, 4620-4633, Sept. 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, 105-116, Jan. 2019
  15. 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, 1212-1225, Jul. 2018
  16. 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, 1268-1281, Jul. 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, 90-104, Mar. 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, 101-114, Jan. 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, 1910-1923, Jun. 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, 1-22, Mar. 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, 3014-3027, Dec. 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, 16093-16115, Sept. 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, 47:1-47:36, Jul. 2016
  24. 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, 17-28, Jan. 2016
  25. 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, 196-210, Jan. 2016
  26. 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, 2-16, Jan. 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, 2986-3000, Nov. 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, 2772-2783, Sept. 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, 147-176, 2015
  30. 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, 2015
  31. 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, 2015
  32. H.-Y. Chi, W.-H. Cheng, and M-S. Chen, “UbiShop: Commercial Item Recommendation Using Visual Part-Based Object Representation,” Multimedia Tools and Applications, 2015
  33. 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, 2015
  34. 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, 635-651, Mar. 2014
  35. 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, 623-639, Mar. 2014
  36. 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, 1-15, Feb. 2014
  37. 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, Jan. 2014
  38. 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, Jan. 2014
  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, Feb. 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. 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
  43. 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
  44. 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, Oct. 2012
  45. 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, Nov. 2011
  46. 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, Oct. 2011
  47. 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, Sept. 2011
  48. 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
  49. 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, Apr. 2011
  50. 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, Mar. 2011
  51. 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, Feb. 2011
  52. H.-P. Tsai 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, Jan. 2011
  53. 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, Aug. 2010
  54. 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, Mar. 2010
  55. 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, Feb. 2010
  56. 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, Jan. 2010
  57. 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, Jan. 2010
  58. 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, Oct. 2009
  59. 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
  60. 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
  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, Apr. 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, Feb. 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, pp. 109-125, Jan. 2009
  64. 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
  65. 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
  66. K.-T. Chuang, H.-L. Chen, and M.-S. Chen, “Feature Preserved Sampling: Sampling over Sliding Windows toward Guarantees of Relative Error Bound,” ACM Trans. on Knowledge Discovery from Data, Vol. 2, No. 4, 2009
  67. 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, Dec. 2008
  68. 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, Nov. 2008
  69. 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, Sept. 2008
  70. 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, Aug. 2008
  71. 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, Aug. 2008
  72. 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, Aug. 2008
  73. 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, Jul. 2008
  74. J.-Z. Ou, C.-H. Lee, and M.-S. Chen, “Efficient Algorithms for Incremental Weblog Mining Using Dynamic Threshlods,” Very Large Data Base Journal (VLDBJ), Vol. 17, No. 4, pp. 827-846, Jul. 2008
  75. 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, Jun. 2008
  76. 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, Jun. 2008
  77. 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, Apr. 2008
  78. 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, Feb. 2008
  79. 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, Feb. 2008
  80. 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, Nov. 2007
  81. 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, Oct. 2007
  82. 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, Oct. 2007
  83. 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, Oct. 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, Aug. 2007
  85. 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, Aug. 2007
  86. 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, Article 8, Jul. 2007
  87. 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, Apr. 2007
  88. 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, Apr. 2007
  89. 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, Mar. 2007
  90. 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, 2007
  91. 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, pp. 479-492, 2007
  92. 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, Oct. 2006
  93. 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, Sept. 2006
  94. 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, pp. 935-942, Aug. 2006
  95. 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, Aug. 2006
  96. 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
  97. C.-H. Yun, K.-T. Chuang and M.-S. Chen, “Adherence Clustering: An Efficient Method for Mining Market-Basket Clusters,” Information Systems, Vol. 31, No. 3, pp. 170-186, May 2006
  98. 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, Jul. 2005
  99. 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
  100. 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
  101. 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
  102. 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, No. 3, pp. 227-244, May 2005
  103. 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, Apr. 2005
  104. 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, pp. 673-686, Mar. 2005
  105. W.-G. Teng, M. Hsieh and M.-S. Chen, “A Statistical Framework for Mining Substitution Rules,” Knowledge and Information Systems (KAIS), Vol. 7, No. 2, pp. 158-178, Feb. 2005
  106. 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, Feb. 2005
  107. 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, Dec. 2004
  108. X.-M. Huang, C.-R. Lin, and M.-S. Chen, “Design and Performance Study of Rate Staggering Storage for Scalable Video in a Disk-array-based Video Server,” IEEE Trans. on Consumer Electronics, Vol. 50, No. 4, pp. 1119-1129, Nov. 2004
  109. 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, , September, Vol. 16, No. 9, pp. 1143-1156, Sept. 2004
  110. 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, pp. 700-708, May 2004
  111. 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, Feb. 2004
  112. 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, pp. 41-55, Jan. 2004
  113. 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, pp. 322-336, Oct. 2003
  114. 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, Vol. 8, No. 4, pp. 355-364, Aug. 2003
  115. 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, pp. 1004-1017, Jul. 2003
  116. 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, pp. 611-624, Jul. 2003
  117. W.-C. Peng and M.-S. Chen, “Efficient Channel Allocation Tree Generation for Data Broadcasting in a Mobile Computing Environment,” ACM/Kluwer Wireless Networks, Vol. 9, No. 2, pp. 117-129, Mar. 2003
  118. 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, Feb. 2003
  119. 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, Feb. 2003
  120. 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, Oct. 2002
  121. 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, Aug. 2002
  122. 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, Aug. 2000
  123. 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, Oct. 1998
  124. 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, Apr. 1998
  125. 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, Dec. 1997
  126. 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, Oct. 1997
  127. 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, Aug. 1997
  128. 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, Jun. 1997
  129. 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
  130. M.-S. Chen, J. Han and P. S. Yu, “Data Mining: An Overview from Database Perspective,” IEEE Trans. on Knowledge and Data Engineering, Vol. 8, No. 6, pp. 866-883, Dec. 1996
  131. 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, Dec. 1996
  132. 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, Aug. 1996
  133. 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, Jun. 1996
  134. 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, Apr. 1996
  135. 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, Apr. 1996
  136. M.-S. Chen and D. D. Kandlur, “Stream Conversion to Support Interactive Video Playout,” IEEE MultiMedia, Vol. 3, No. 2, pp. 51-58, Mar. 1996
  137. 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, Feb. 1996
  138. 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, Aug. 1995
  139. 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, Jul. 1995
  140. 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, Jun. 1995
  141. 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, Dec. 1994
  142. 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, Feb. 1994
  143. 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, Jun. 1993
  144. 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, Sept. 1992
  145. 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, Apr. 1992
  146. 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
  147. 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, Sept. 1990
  148. 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, Jul. 1990
  149. 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, Apr. 1990
  150. 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
  151. 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
  152. 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
  153. 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
  154. 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
  155. 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, 410-427
  156. C.-J. Wu, C.-F. Ku, J.-M. Ho and M.-S. Chen, “A Novel Approach for Efficient Big Data Broadcasting,” IEEE Trans. on Knowledge and Data Engineering

Conference & proceeding papers:

  1. 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), Jun. 2024
  2. 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 2024
  3. 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 2024
  4. 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), Apr. 2024
  5. 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, Feb. 2024
  6. 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), Dec. 2023
  7. C.-C. Yen, M.-Y. Yeh, and M.-S Chen, “ntegrated Multi-Ported Memory Distribution for Temporal-Multiplexing Workloads on FPGAs,” Proc. of the International Conference on Field Programmable Technology (FPT 2023), Dec. 2023
  8. T.-A. Chen, D.-N. Yang and M.-S. Chen, “Overcoming Forgetting Catastrophe in Quantization Aware Trainin,” Proc. of the IEEE International Conference on Computer Vision (ICCV 2023), Oct. 2023
  9. C.-C. Lin, and M.-S. Chen, “Learning from Output Transitions: A Chosen Challenge Strategy for ML Attacks on PUFs,” roc. of the ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED 2023), Aug. 2023
  10. H.-W. Chen, D.-N. Yang, W.-C. Lee, P. S. Yu, and M.-S. Che, “CMINet: a Graph Learning Framework for Content-aware Multi-channel Influence Diffusion,” roc. of the Web Conference (WWW 2023), May 2023
  11. 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 2023
  12. 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), Apr. 2023
  13. 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, Feb. 2023
  14. 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, Feb. 2023
  15. 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), Dec. 2022
  16. 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), Nov. 2022
  17. 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), Oct. 2022
  18. 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), Jun. 2022
  19. 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 2022
  20. 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), May 2022
  21. 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), Dec. 2021
  22. 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), Oct. 2021
  23. 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), Jun. 2021
  24. 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 2021
  25. 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), Apr. 2021
  26. 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), Apr. 2021
  27. 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, Feb. 2021
  28. 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), Sept. 2020
  29. 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 2020
  30. 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), Apr. 2019
  31. 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), Apr. 2019
  32. 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), Nov. 2018
  33. 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, 1356-1359, Oct. 2018
  34. 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), Sept. 2018
  35. 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), Aug. 2018
  36. 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), Jul. 2018
  37. 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 2018
  38. 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 2018
  39. 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 2018
  40. 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), Aug. 2017
  41. 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), Jul. 2017
  42. 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 2017
  43. 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, Mar. 2017
  44. 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), Dec. 2016
  45. 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), Oct. 2016
  46. 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), Oct. 2016
  47. 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), Oct. 2016
  48. 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), Aug. 2016
  49. 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 2016
  50. 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), Apr. 2016
  51. 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), Apr. 2016
  52. 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), Apr. 2016
  53. 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), Nov. 2015
  54. 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), Oct. 2015
  55. 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), Oct. 2015
  56. 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), Aug. 2015
  57. 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), Aug. 2015
  58. 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), Aug. 2015
  59. 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), Aug. 2015
  60. 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), Aug. 2015
  61. 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, Jun. 2015
  62. 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), Jun. 2015
  63. 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), Jun. 2015
  64. 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), May 2015
  65. 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 2015
  66. 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 2015
  67. 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, Apr. 2015
  68. H.-T. Chang, Y.-C. Wang and M.-S. Chen, “Transfer in Photography Composition,” Proc. of the 2014 22nd ACM International Conference on Multimedia, Nov. 2014
  69. 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), Oct. 2014
  70. L.-Y. Kuo and M.-S. Chen, “Diversified Ranking on Graphs from the Influence Maxmization Viewpoint,” Proc. of the 2014 IEEE International Conference on Data Science and Advanced Analytics (DSAA 2014), Oct. 2014
  71. 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), Sept. 2014
  72. 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), Sept. 2014
  73. 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), Aug. 2014
  74. 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), Jun. 2014
  75. 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), Apr. 2014
  76. 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), Jan. 2014
  77. 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), Dec. 2013
  78. 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), Dec. 2013
  79. 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. 2013
  80. 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), Oct. 2013
  81. 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), Aug. 2013
  82. C.-Y. Tseng, S.-H. Lin, and M.-S. Chen, “Query by Impression: A Novel Place Query System with Adjacency Constraints,” Proc. of the the 14th IEEE International Conference on Mobile Data Management (MDM 2013), Jun. 2013
  83. Y.-C. Lin, Philip S. Yu, and M.-S. Chen, “Guide Query in Social Networks,” Proc. of the the 14th International Conference on Web-Age Information Management (WAIM 2013), Jun. 2013
  84. 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 the 26th IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2013), Jun. 2013
  85. 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), Jun. 2013
  86. 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 2013
  87. 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), Apr. 2013
  88. 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), Mar. 2013
  89. Y.-W. Chu, C.-H. Tai, M.-S. Chen and P. S. Yu, “Privacy-preserving SimRank over Distributed Information Network,” IEEE International Conference on Data Mining (ICDM 2012), Dec. 2012
  90. 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), Dec. 2012
  91. C.-C. Liao and M.-S. Chen, “An Efficient Sequential Pattern Mining Algorithm for Motifs with Gap Constraints,” IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2012), Oct. 2012
  92. W.-T. Liao and M.-S. Chen, “On Reconfigurable Association Rule Mining,” IEEE International Conference on Granular Computing (GrC 2012), Aug. 2012
  93. 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), Aug. 2012
  94. 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), Aug. 2012
  95. C.-H. Tai, P.-J. Tseng, P. S. Yu, and M.-S. Chen, “Identities Anonymization in Dynamic Social Networks,” IEEE Intern'l Conf. on Data Mining (ICDM-2011), Dec. 2011
  96. C.-H. Tai, P. S. Yu, D.-N. Yang, and M.-S. Chen, “Privacy-Preserving Social Network Publication Against Friendship Attacks,” ACM SIGKDD Intern'l Conf. on Knowledge Discovery and Data Mining (KDD-2011), Aug. 2011
  97. C.-H. Tai, P. S. Yu, and M.-S. Chen, “Structural Diversity for Privacy in Publishing Social Networks,” SIAM Intern'l Conference on Data Mining (SDM-11), Apr. 2011
  98. K.-P. Lin and M.-S. Chen, “Efficient Kernel Approximation for Large-Scale Support Vector Machine Classification,” SIAM Intern'l Conference on Data Mining (SDM-11), Apr. 2011
  99. K.-P. Lin and M.-S. Chen, “Towards Communication-Efficient Private Location Dependent Queries,” ACM Symposium on Applied Computing (SAC-2011), Mar. 2011
  100. I.-C. Liu, I.-C. Chen, and M.-S. Chen, “Le Festin: Shop Sign Assisted Food Recommendation System,” the 14th IEEE International Symposium on Wearable Computers (ISWC'10), Oct. 2010
  101. Y.-C. Lin, D.-N. Yang, and M.-S. Chen, “Selective Data Acquisition for Probabilistic K-NN Query,” ACM 19th Conference on Information and Knowledge Management (CIKM-10), Oct. 2010
  102. C.-C. Yen, C.-Y. Shen, and M.-S. Chen, “A Two-Phase Hybrid Codebook Generation Technique for Vector Quantization,” IEEE International Conference on Image Processing (ICIP-10), Sept. 2010
  103. K.-T. Lai, C.-H. Hsieh, M.-F. Lai, and M.-S. Chen, “Human Action Recognition Using Key Points Displacement,” the 4th International Conference on Image and Signal Processing (ICISP 2010), Jul. 2010
  104. Y.-C. Lin, D.-N. Yang, and M.-S. Chen, “Data Selection for Exact Value Acquisition to Improve Uncertain Clustering,” the 11th International Conference on Web-Age Information Management (WAIM'2010), Jul. 2010
  105. C.-H. Tai, P. S. Yu, and M.-S. Chen, “k-Support Anonymity based on Pseudo Taxonomy for Outsourcing of Frequent Itemset Mining,” the 16th ACM SIGKDD Intern'l Conf. on Knowledge Discovery and Data Mining (KDD-2010), Jul. 2010
  106. K.-P. Lin and M.-S. Chen, “Privacy-Preserving Outsourcing Support Vector Machines with Random Transformation,” the 16th ACM SIGKDD Intern'l Conf. on Knowledge Discovery and Data Mining (KDD-2010), Jul. 2010
  107. S.-C. Lin, M.-Y. Yeh and M.-S. Chen, “Subsequence Matching of StreamSynopses under the Time Warping Distance,” the 14th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-10), Jun. 2010
  108. J.-W. Huang, S.-C. Lin, and M.-S. Chen, “DPSP: Distributed Progressive Sequential Pattern Mining on the Cloud,” the 14th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD-10), Jun. 2010
  109. 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,” ACM Conference on Human Factors in Computing Systems Data Mining (CHI 2010), Apr. 2010
  110. 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. 2009
  111. 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), Nov. 2009
  112. 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), Aug. 2009
  113. J.-H. Hsiao and M.-S. Chen, “Language-model-based Detection Cascade for Efficient Classification of Image-based Spam E-mail,” Proceedings of IEEE Intern'l Conf. on Multimedia and Expo (ICME-09), Jun. 2009
  114. 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 2009
  115. 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), Apr. 2009
  116. 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-2009), Mar. 2009
  117. 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), Dec. 2008
  118. 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), Dec. 2008
  119. 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. 2008
  120. 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. 2008
  121. 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), Aug. 2008
  122. 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), Aug. 2008
  123. J.-H. Hsiao, C.-S. Chen, and M.-S. Chen, “Valvisual-Word-Based Duplicate Image Search with Pseudo-Relevance Feedback,” Proceedings of IEEE Intern'l Conf. on Multimedia and Expo (ICME-08), Jun. 2008
  124. C.-H. Tai, D.-N. Yang, L.-T. Lin, and M.-S. Chen, “Recommending Personalized Scenic Itinerary with Geo-Tagged Photos,” Proceedings of IEEE Intern'l Conf. on Multimedia and Expo (ICME-08), Jun. 2008
  125. 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), Jun. 2008
  126. 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 2008
  127. 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 2008
  128. 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), Apr. 2008
  129. 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, Dec. 2007
  130. 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), Nov. 2007
  131. C.-H. Chu, D.-N. Yang, and M.-S. Chen, “Image Stablization for 2D Barcode in Handheld Devices,” Proc. of the ACM Multimedia 2007, Sept. 2007
  132. H.-C. Chang and M.-S. Chen, “Dependency of Constrained Clustering of Transaction Data on Known Data Distribution,” Proceedings of IEEE Joint Conference on E-Commerce Technology (CEC) and Enterprise Computing, E-Commerce and E-Services (EEE) (C, Jul. 2007
  133. C.-H. Chu, D.-N. Yang, and M.-S. Chen, “Extracting Barcodes from a Camera-Shaken Image on Camera Phones,” Proceedings of IEEE Intern'l Conf. on Multimedia and Expo (ICME-07), Jul. 2007
  134. S.-H. Wu, C.-M. Chen and M.-S. Chen, “An Asymmetric Quorum-base Power Saving Protocol for Clustered Ad Hoc Networks,” Proc. of the 27th IEEE Intern'l Conference on Distributed Computing Systems (ICDCS-2007), Jun. 2007
  135. 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 2007
  136. 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 2007
  137. 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 2007
  138. 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 2007
  139. 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), Apr. 2007
  140. K.-S. Chen, H.-P. Hung and M.-S. Chen, “Designing a Resource-Reuseable T-Learning System,” Proc. of th 4th IEEE Consumer Communications and Networking Conference (CCNC), Jan. 2007
  141. H.-P. Hung and M.-S. Chen, “Efficient Range-Constrained Similarity Search from Wavelet Synopses over Multiple Streams,” Proc. of the ACM 15th Intern'l Conf. on Information and Knowledge Management (CIKM-06), Nov. 2006
  142. 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), Nov. 2006
  143. 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), Nov. 2006
  144. H.-P. Hung and M.-S. Chen, “Efficient Data Broadcasting by Progressively Merging and Splitting,” Proc. of the IEEE Global Telecommunications Conference (GLOBECOM-2006), Nov. 2006
  145. 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), Oct. 2006
  146. W.-T. Chen, Y.-H. Wen, and M.-S. Chen, “User-Assisted Image Classification on Personal Photo Collections,” Proceedings of IEEE Intern'l Conf. on Multimedia and Expo (ICME-06), Jul. 2006
  147. H.-P. Hung and M.-S. Chen, “RESP: Shortest-Path-Based Cache Replacement in a Transcoding Proxy,” Proceedings of IEEE Intern'l Conf. on Multimedia and Expo (ICME-06), Jul. 2006
  148. 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), Apr. 2006
  149. 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), Apr. 2006
  150. 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), Apr. 2006
  151. 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), Apr. 2006
  152. 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), Apr. 2006
  153. 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), Mar. 2006
  154. 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), Dec. 2005
  155. 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), Dec. 2005
  156. 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), Dec. 2005
  157. 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 IEEE 5th Intern'l Conf. on Data Mining (ICDM-2005), Nov. 2005
  158. 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 IEEE 5th Intern'l Conf. on Data Mining (ICDM-2005), Nov. 2005
  159. 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), Nov. 2005
  160. 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), Nov. 2005
  161. 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), Oct. 2005
  162. 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), Aug. 2005
  163. W.-C. Liu, J.-L. Huang and M.-S. Chen, “KACU: K-means with Hardware Centroid-Updating,” Proceedings of Emerging Information Technology Conference (EITC 2005), Aug. 2005
  164. J. Yao, W. Huang and M.-S. Chen, “IP Datacasting and Channel Error Handling with DVB-H,” Proceedings of Emerging Information Technology Conference (EITC 2005), Aug. 2005
  165. H.-P. Hung and M.-S. Chen, “Maximum Profit Cache Replacement Algorithm in a Transcoding Proxy,” Proceedings of IEEE Intern'l Conf. on Multimedia and Expo (ICME-05), Jul. 2005
  166. 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), Jun. 2005
  167. 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 2005
  168. 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 2005
  169. 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 2005
  170. 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 2005
  171. 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), Nov. 2004
  172. C.-C. Kuo and M.-S. Chen, “Scalable Multimedia Data Clustering,” Proceedings of IEEE Intern'l Conf. on Multimedia and Expo (ICME-04), Jun. 2004
  173. 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 2004
  174. 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), Apr. 2004
  175. 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), Apr. 2004
  176. 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), Apr. 2004
  177. 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, Mar. 2004
  178. 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), Dec. 2003
  179. 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), Nov. 2003
  180. 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), Nov. 2003
  181. 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), Oct. 2003
  182. 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), Sept. 2003
  183. 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), Sept. 2003
  184. 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), Sept. 2003
  185. 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), Sept. 2003
  186. 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), Sept. 2003
  187. 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 2003
  188. 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), Apr. 2003
  189. 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, Apr. 2003
  190. 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), Mar. 2003
  191. 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), Mar. 2003
  192. 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), Mar. 2003
  193. 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), Dec. 2002
  194. 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), Dec. 2002
  195. 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), Dec. 2002
  196. 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), Nov. 2002
  197. 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), pp. 574-581, Nov. 2002
  198. 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), pp. 632-634, Nov. 2002
  199. 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), pp 42-51, Sept. 2002
  200. 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), pp. 793-798, Aug. 2002
  201. 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), pp. 193-198, Aug. 2002
  202. 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), pp. 582-587, Jul. 2002
  203. 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), pp. 576-581, Jul. 2002
  204. 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), pp. 112-119, Jul. 2002
  205. 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), Apr. 2002
  206. 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), pp. 141-157, Apr. 2002
  207. 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), pp. 403-419, Apr. 2002
  208. 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), pp. 383-392, Feb. 2002
  209. 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 Thrid International Conference on Mobile Data Management (MDM-02), Jan. 2002
  210. J.-Z. Ouh, P. Wu, and M.-S. Chen, “Constrained Based Sequential Pattern Mining,” Proc. Of International Workshop on Web Technology, Dec. 2001
  211. 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), Nov. 2001
  212. 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), pp. 434-441, Nov. 2001
  213. 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), pp. 263-270, Nov. 2001
  214. C.-H. Yun, K.-T. Chuang and M.-S. Chen, “An Efficient Clustering Algorithm for Market Basket Data Based on Small-Large Ratios,” Proceedings of the 25th International Computer Software and Applications Conference (COMPSAC 2001), pp. 505-510, Oct. 2001
  215. 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), Oct. 2001
  216. 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), Sept. 2001
  217. 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), Aug. 2001
  218. C.-Y. Chang, P.-H. Huang and M.-S. Chen, “Design and Implmentation of an H.323 Gatekeeper Prototype,” Proceedings of IEEE Intern'l Conf. on Multimedia and Expo (ICME-01), Aug. 2001
  219. 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,” Proceedings of IEEE Intern'l Conf. on Multimedia and Expo (ICME-01), Aug. 2001
  220. K.-H. Ma, M.-S. Chen and J.-C. Chen, “Error-Resilient Real-time Video Communications Over IP-based LANs,” Proceedings of IEEE Intern'l Conf. on Multimedia and Expo (ICME-01), Aug. 2001
  221. J.-C. Chen, G. Hou and M.-S. Chen, “Multimedia over IP for Thin Clients: Building a Collaborative Resource-Sharing Prototype,” Proceedings of IEEE Intern'l Conf. on Multimedia and Expo (ICME-01), Aug. 2001
  222. 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, Apr. 2001
  223. 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, Apr. 2001
  224. 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, Apr. 2001
  225. 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, Nov. 2000
  226. 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), pp. 38-45, Nov. 2000
  227. 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, Oct. 2000
  228. 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, Sept. 2000
  229. 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, Sept. 2000
  230. I.-P. Lin, M.-S. Chen, et al., “Designing a Network Education Package with Creativity and Practicality,” Workshop on Web Technology (AEARU), Aug. 2000
  231. M.-S. Chen, etal, “A Web-Based Language Learning System,” Workshop on Web Technology (AEARU), Aug. 2000
  232. 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, Aug. 2000
  233. 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, Session WA2 (in, Aug. 2000
  234. 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, Session WA4 (in, Aug. 2000
  235. 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), in CD, Jul. 2000
  236. 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), in CD, Jul. 2000
  237. 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, Apr. 2000
  238. 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, Apr. 2000
  239. 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, Nov. 1999
  240. J.-C. Liu, W. L. Hwang, W.-J. Hwang and M.-S. Chen, “Robust Block-Based EZW Image Compression with Channel Noise Optimized Rate-Distoration Functions,” Proc. of IEEE Intern'l Conf. on Image Processing, in CD, Aug. 1999
  241. 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, Dec. 1998
  242. M.-S. Chen, “On the Evaluation of Attribute Information for Mining Classification Rules,” Proc. of the 10th IEEE International Conference Tools with Artificial Intelligence, pp. 130-137, Nov. 1998
  243. W.-J. Lu and M.-S. Chen, “Media Synchronization and Data Mining Mechanisms for Networked Eucation,” Workshop on Web Technology (AEARU), pp. 60-66, Nov. 1998
  244. 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., pp. 79-85, Nov. 1998
  245. 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), pp. 251-258, Aug. 1998
  246. M.-S. Chen, “Using Multiple Attribute for Mining Classification Rules,” Proc. of the 22nd annual Intern'l Computer Software and Application Conference (COMPSAC-98), Aug. 1998
  247. 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, pp. 191-195, Apr. 1998
  248. 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, pp. 151-160, Nov. 1997
  249. 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, pp. 124-131, May 1997
  250. 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, Jan. 1997
  251. 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., pp. 150-161, Nov. 1996
  252. 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., pp. 283-289, Nov. 1996
  253. 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, pp. 385-392, May 1996
  254. K.-L. Wu, P. S. Yu and M.-S. Chen, “Energy-Efficient Caching for Bandwidth-Limited Wireless Mobile Computing,” Proc. of the 12th IEEE Intern'l Conf. on Data Engineering, pp. 335-343, Mar. 1996
  255. 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, pp. 31-36, Dec. 1995
  256. 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, pp.121-130, Nov. 1995
  257. 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, pp. 40-49, Oct. 1995
  258. 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, pp. 73-80, May 1995
  259. J.-S. Park, M.-S. Chen and P. S. Yu, “An Effective Hash Based Algorithm for Mining Association Rules,” Proc. of ACM SIGMOD, pp. 175-186, May 1995
  260. 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, pp. 338-345, Feb. 1995
  261. 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, pp. 662-669, Dec. 1994
  262. 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, pp. 343-354, Nov. 1994
  263. 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, pp. 360-367, Oct. 1994
  264. 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, pp. 391-398, Oct. 1994
  265. 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), pp. 331-341, Sept. 1994
  266. H.-I. Hsiao, M.-S. Chen and P. S. Yu, “On Parallel Execution of Multiple Pipelined Hash Joins,” Proc. of ACM SIGMOD, pp. 185-196, May 1994
  267. 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, pp. 45-55, May 1994
  268. 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, pp. 358-365, Dec. 1993
  269. 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, pp. 196-203, Dec. 1993
  270. 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), pp. 505-516, Aug. 1993
  271. M. Lo, M.-S. Chen, C. V. Ravishankar and P. S. Yu, “Optimal Processor Allocation for Pipelined Hash Joins,” Proc. of ACM SIGMOD, pp. 69-78, May 1993
  272. 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, pp. 356-365, May 1993
  273. 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, pp. 577-586, Apr. 1993
  274. M.-S. Chen, P. S. Yu and K.-L. Wu, “On Designing Decentralized Consensus Protocols,” Proc. of the International Computer Symposium, pp. 1174-1181, Dec. 1992
  275. 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),, pp. 15-26, Aug. 1992
  276. 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, pp. 426-433, Jun. 1992
  277. 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, pp. 103-114, Jun. 1992
  278. 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, pp. 58-67, Feb. 1992
  279. 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, pp. 253-260, Dec. 1991
  280. 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, pp. 50-58, Apr. 1991
  281. P. S. Yu, H. Heiss, S. Lee and M.-S. Chen, “On Workload Characterization of Relational Database Environments,” Proc. of Computer Measurement Group, pp. 235-244, Dec. 1990
  282. 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, pp. 116-123, Jul. 1990
  283. 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, pp. 328-335, May 1990
  284. M.-S. Chen and K. G. Shin, “Task Migration in a Hypercube Multiprocessor,” Proc. of the 16th ACM Intern'l Symp. on Computer Architecture, pp. 105-111, May 1989
  285. 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, pp. 83-86, Mar. 1989
  286. M.-S. Chen and K. G. Shin, “Message Routing in an Injured Hypercube,” Proc. of the Third Conf. on Hypercube Concurrent Comp. and Appl., pp. 312-317, Jan. 1988
  287. M.-S. Chen and K. G. Shin, “Embedment of Interacting Task Modules into a Hypercube Multiprocessor,” Proc. of the Second Hypercube Conf., pp. 122-129, Oct. 1986

Books:

  1. M.-S. Chen, P. Chrysanthis, M. Sloman and A. Zaslavsky, “Advanced Topics on Mobile Data Management,” Jan. 2003
  2. M.-S. Chen, P. S. Yu and B. Liu, “Advanced Topics on Knowledge Discovery and Data Mining,” May 2002

Patents:

  1. C.-C. Lin and M.-S. Chen, “VIPAS: Virtual Link Powered Authority Search in the Web,” R.O.C. Patent, No. I253572, Apr. 2006
  2. K.-T. Chuang and M.-S. Chen, “Clustering Categorical Data by Utilizing the Correlated-Force Ensemble,” R.O.C. Patent, No. I249113, Feb. 2006
  3. C.-H. Lee and M.-S. Chen, “Efficient Incremental Method for Data Mining of a Database,” U.S. Patent No. 10,153,017, May 2002
  4. W.-C. Peng and M.-S. Chen, “A Method to Mine User Moving Patterns,” R.O.C No. 90109081, Apr. 2001
  5. X.-M. Huang, C.-Y. Chang and M.-S. Chen, “A User Agent System,” R.O.C No. 90102427, Feb. 2001
  6. D. Lo M.-S. Chen, “A Sequential Patterns Graph Machanism for Mining Sequential Patterns,” R.O.C No. 90102424, Feb. 2001
  7. C.-H. Lee and M.-S. Chen, “Method for Feature-based Search Engine with Data Mining,” R.O.C No. 90102424, Jan. 2001
  8. C.-H. Lee, Z.-R. Lin and M.-S. Chen, “A Sliding Window Filtering Mechanism for Mining Association Rules,” R.O.C. No. 089126835, Dec. 2000
  9. 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, Nov. 1998
  10. 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, Sept. 1998
  11. 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, Jun. 1998
  12. M.-S. Chen and P. S. Yu, “An Efficient Information Collection Method Parallel Mining,” US Patent No.5,758,147, May 1998
  13. M.-S. Chen and D. D. Kandlur, “Efficient Support for Interactive Playout of Videos in a Client Station,” US Patent No. 5,742,347, Apr. 1998
  14. 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, Mar. 1998
  15. M.-S. Chen and P. S. Yu, “Database Mining Using Multi-Predicate Classifiers,” US Patent No.5,727,199, Mar. 1998
  16. M.-S. Chen and P. S. Yu, “Method For Mining Path Traversal Patterns,” US Patent No. 5,668,988, Sept. 1997
  17. 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, Sept. 1996
  18. 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 1996
  19. M.-S. Chen and P. S. Yu, “Multiple Hash Tables Based on Access Frequency,” US Patent No. 5,450,595, Sept. 1995
  20. M.-S. Chen, P. S. Yu and K.-L. Wu, “Index Allocation for Data Broadcasting,” May 1995
  21. 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, Feb. 1995
  22. 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,” Jun. 1994
  23. K.-L. Wu, P. S. Yu and M.-S. Chen, “Energy-Efficient Caching for Bandwidth-Limited Wireless Mobile Computing,” Jun. 1994
  24. 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, Feb. 1994
  25. K. G. Shin, M.-S. Chen and D. D. Kandlur, “Hexagonal mesh multiprocessor system,” US Patent No. 5,101,480, Mar. 1992