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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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:
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
W.-T. Liao and M.-S. Chen, “On Reconfigurable Association Rule Mining,” IEEE International Conference on Granular Computing (GrC 2012), Aug. 2012
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
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
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
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
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
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
K.-P. Lin and M.-S. Chen, “Towards Communication-Efficient Private Location Dependent Queries,” ACM Symposium on Applied Computing (SAC-2011), Mar. 2011
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
J.-Z. Ouh, P. Wu, and M.-S. Chen, “Constrained Based Sequential Pattern Mining,” Proc. Of International Workshop on Web Technology, Dec. 2001
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
I.-P. Lin, M.-S. Chen, et al., “Designing a Network Education Package with Creativity and Practicality,” Workshop on Web Technology (AEARU), Aug. 2000
M.-S. Chen, etal, “A Web-Based Language Learning System,” Workshop on Web Technology (AEARU), Aug. 2000
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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:
M.-S. Chen, P. Chrysanthis, M. Sloman and A. Zaslavsky, “Advanced Topics on Mobile Data Management,” Jan. 2003
M.-S. Chen, P. S. Yu and B. Liu, “Advanced Topics on Knowledge Discovery and Data Mining,” May 2002
Patents:
C.-C. Lin and M.-S. Chen, “VIPAS: Virtual Link Powered Authority Search in the Web,” R.O.C. Patent, No. I253572, Apr. 2006
K.-T. Chuang and M.-S. Chen, “Clustering Categorical Data by Utilizing the Correlated-Force Ensemble,” R.O.C. Patent, No. I249113, Feb. 2006
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
W.-C. Peng and M.-S. Chen, “A Method to Mine User Moving Patterns,” R.O.C No. 90109081, Apr. 2001
X.-M. Huang, C.-Y. Chang and M.-S. Chen, “A User Agent System,” R.O.C No. 90102427, Feb. 2001
D. Lo M.-S. Chen, “A Sequential Patterns Graph Machanism for Mining Sequential Patterns,” R.O.C No. 90102424, Feb. 2001
C.-H. Lee and M.-S. Chen, “Method for Feature-based Search Engine with Data Mining,” R.O.C No. 90102424, Jan. 2001
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
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
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
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
M.-S. Chen and P. S. Yu, “An Efficient Information Collection Method Parallel Mining,” US Patent No.5,758,147, May 1998
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
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
M.-S. Chen and P. S. Yu, “Database Mining Using Multi-Predicate Classifiers,” US Patent No.5,727,199, Mar. 1998
M.-S. Chen and P. S. Yu, “Method For Mining Path Traversal Patterns,” US Patent No. 5,668,988, Sept. 1997
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
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
M.-S. Chen and P. S. Yu, “Multiple Hash Tables Based on Access Frequency,” US Patent No. 5,450,595, Sept. 1995
M.-S. Chen, P. S. Yu and K.-L. Wu, “Index Allocation for Data Broadcasting,” May 1995
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
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
K.-L. Wu, P. S. Yu and M.-S. Chen, “Energy-Efficient Caching for Bandwidth-Limited Wireless Mobile Computing,” Jun. 1994
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
K. G. Shin, M.-S. Chen and D. D. Kandlur, “Hexagonal mesh multiprocessor system,” US Patent No. 5,101,480, Mar. 1992