Data mining: an overview from a database perspective MS Chen, J Han, PS Yu Knowledge and data Engineering, IEEE Transactions on 8 (6), 866-883, 1996 | 2682 | 1996 |
An effective hash-based algorithm for mining association rules JS Park, MS Chen, PS Yu ACM SIGMOD Record 24 (2), 175-186, 1995 | 2029 | 1995 |
Top 10 algorithms in data mining X Wu, V Kumar, JR Quinlan, J Ghosh, Q Yang, H Motoda, GJ McLachlan, ... Knowledge and Information Systems 14 (1), 1-37, 2008 | 1706 | 2008 |
A framework for clustering evolving data streams CC Aggarwal, J Han, J Wang, PS Yu Proceedings of the 29th international conference on Very large data bases ..., 2003 | 1388 | 2003 |
Mining concept-drifting data streams using ensemble classifiers H Wang, W Fan, PS Yu, J Han Proceedings of the ninth ACM SIGKDD international conference on Knowledge ..., 2003 | 1029 | 2003 |
Fast algorithms for projected clustering CC Aggarwal, JL Wolf, PS Yu, C Procopiuc, JS Park ACM SIGMoD Record 28 (2), 61-72, 1999 | 978 | 1999 |
Outlier detection for high dimensional data CC Aggarwal, PS Yu ACM Sigmod Record 30 (2), 37-46, 2001 | 923 | 2001 |
Efficient data mining for path traversal patterns MS Chen, JS Park, PS Yu Knowledge and Data Engineering, IEEE Transactions on 10 (2), 209-221, 1998 | 821 | 1998 |
Privacy-preserving data publishing: A survey of recent developments B Fung, K Wang, R Chen, PS Yu ACM Computing Surveys (CSUR) 42 (4), 14, 2010 | 791 | 2010 |
Dynamic load balancing on web-server systems V Cardellini, M Colajanni, SY Philip IEEE Internet computing, 28-39, 1999 | 752 | 1999 |
A holistic lexicon-based approach to opinion mining X Ding, B Liu, PS Yu Proceedings of the 2008 International Conference on Web Search and Data ..., 2008 | 652 | 2008 |
The state of the art in locally distributed Web-server systems V Cardellini, E Casalicchio, M Colajanni, PS Yu ACM Computing Surveys (CSUR) 34 (2), 263-311, 2002 | 611 | 2002 |
Mining frequent patterns in data streams at multiple time granularities C Giannella, J Han, J Pei, X Yan, PS Yu Next generation data mining 212, 191-212, 2003 | 586 | 2003 |
Finding generalized projected clusters in high dimensional spaces CC Aggarwal, PS Yu ACM SIGMOD Record 29 (2), 70-81, 2000 | 586 | 2000 |
Data mining for path traversal patterns in a web environment MS Chen, JS Park, PS Yu Distributed Computing Systems, 1996., Proceedings of the 16th International ..., 1996 | 558 | 1996 |
Using a hash-based method with transaction trimming for mining association rules JS Park, MS Chen, PS Yu Knowledge and Data Engineering, IEEE Transactions on 9 (5), 813-825, 1997 | 547 | 1997 |
Graph indexing: a frequent structure-based approach X Yan, PS Yu, J Han Proceedings of the 2004 ACM SIGMOD international conference on Management of ..., 2004 | 533 | 2004 |
Clustering by pattern similarity in large data sets H Wang, W Wang, J Yang, PS Yu Proceedings of the 2002 ACM SIGMOD international conference on Management of ..., 2002 | 521 | 2002 |
Privacy-preserving data mining: models and algorithms CC Aggarwal, SY Philip Springer-Verlag New York Inc, 2008 | 509* | 2008 |
Top-down specialization for information and privacy preservation B Fung, K Wang, PS Yu Data Engineering, 2005. ICDE 2005. Proceedings. 21st International ..., 2005 | 497 | 2005 |
Horting hatches an egg: A new graph-theoretic approach to collaborative filtering CC Aggarwal, JL Wolf, KL Wu, PS Yu Proceedings of the fifth ACM SIGKDD international conference on Knowledge ..., 1999 | 477 | 1999 |
A framework for projected clustering of high dimensional data streams CC Aggarwal, J Han, J Wang, PS Yu Proceedings of the Thirtieth international conference on Very large data ..., 2004 | 473 | 2004 |
A new method to measure the semantic similarity of GO terms JZ Wang, Z Du, R Payattakool, SY Philip, CF Chen Bioinformatics 23 (10), 1274-1281, 2007 | 446 | 2007 |
Identifying the influential bloggers in a community N Agarwal, H Liu, L Tang, PS Yu Proceedings of the 2008 international conference on web search and data ..., 2008 | 440 | 2008 |
Caching on the world wide web C Aggarwal, JL Wolf, PS Yu Knowledge and Data Engineering, IEEE Transactions on 11 (1), 94-107, 1999 | 429 | 1999 |
BLINKS: ranked keyword searches on graphs H He, H Wang, J Yang, PS Yu Proceedings of the 2007 ACM SIGMOD international conference on Management of ..., 2007 | 407 | 2007 |
ViST: a dynamic index method for querying XML data by tree structures H Wang, S Park, W Fan, PS Yu Proceedings of the 2003 ACM SIGMOD international conference on Management of ..., 2003 | 378 | 2003 |
System and method of multiparty billing for Web access JP Crosskey, MGG Mei, H Ragavan, KL Wu, PS Yu US Patent 6,035,281, 2000 | 376 | 2000 |
Intelligent crawling on the World Wide Web with arbitrary predicates CC Aggarwal, F Al-Garawi, PS Yu Proceedings of the 10th international conference on World Wide Web, 96-105, 2001 | 375 | 2001 |
SPADE: the system s declarative stream processing engine B Gedik, H Andrade, KL Wu, PS Yu, M Doo Proceedings of the 2008 ACM SIGMOD international conference on Management of ..., 2008 | 369 | 2008 |
A hybrid ARQ scheme with parity retransmission for error control of satellite channels S Lin, PS Yu Communications, IEEE Transactions on 30 (7), 1701-1719, 1982 | 360 | 1982 |
Partially supervised classification of text documents B Liu, WS Lee, PS Yu, X Li ICML 2, 387-394, 2002 | 356 | 2002 |
Segment-based proxy caching of multimedia streams KL Wu, PS Yu, JL Wolf Proceedings of the 10th international conference on World Wide Web, 36-44, 2001 | 350 | 2001 |
Building text classifiers using positive and unlabeled examples B Liu, Y Dai, X Li, WS Lee, PS Yu Data Mining, 2003. ICDM 2003. Third IEEE International Conference on, 179-186, 2003 | 347 | 2003 |
A permutation-based pyramid broadcasting scheme for video-on-demand systems CC Aggarwal, JL Wolf, PS Yu Multimedia Computing and Systems, 1996., Proceedings of the Third IEEE ..., 1996 | 336 | 1996 |
A condensation approach to privacy preserving data mining CC Aggarwal, SY Philip Advances in Database Technology-EDBT 2004, 183-199, 2004 | 333 | 2004 |
On optimal batching policies for video-on-demand storage servers CC Aggarwal, JL Wolf, PS Yu Multimedia Computing and Systems, 1996., Proceedings of the Third IEEE ..., 1996 | 328 | 1996 |
Efficient parallel data mining for association rules JS Park, MS Chen, PS Yu Proceedings of the fourth international conference on Information and ..., 1995 | 321 | 1995 |
δ-clusters: Capturing subspace correlation in a large data set J Yang, W Wang, H Wang, P Yu Data Engineering, 2002. Proceedings. 18th International Conference on, 517-528, 2002 | 320 | 2002 |
Moment: Maintaining closed frequent itemsets over a stream sliding window Y Chi, H Wang, PS Yu, RR Muntz Data Mining, 2004. ICDM'04. Fourth IEEE International Conference on, 59-66, 2004 | 314 | 2004 |
A survey of uncertain data algorithms and applications CC Aggarwal, PS Yu Knowledge and Data Engineering, IEEE Transactions on 21 (5), 609-623, 2009 | 308 | 2009 |
Graphscope: parameter-free mining of large time-evolving graphs J Sun, C Faloutsos, S Papadimitriou, PS Yu Proceedings of the 13th ACM SIGKDD international conference on Knowledge ..., 2007 | 305 | 2007 |
Enhanced biclustering on expression data J Yang, H Wang, W Wang, P Yu Bioinformatics and Bioengineering, 2003. Proceedings. Third IEEE Symposium ..., 2003 | 279 | 2003 |
Loading balancing across servers in a computer network PS Yu US Patent 6,351,775, 2002 | 279 | 2002 |
Bottom-up generalization: A data mining solution to privacy protection K Wang, PS Yu, S Chakraborty Data Mining, 2004. ICDM'04. Fourth IEEE International Conference on, 249-256, 2004 | 277 | 2004 |
Truth discovery with multiple conflicting information providers on the web X Yin, J Han, PS Yu Knowledge and Data Engineering, IEEE Transactions on 20 (6), 796-808, 2008 | 267 | 2008 |
On demand classification of data streams CC Aggarwal, J Han, J Wang, PS Yu Proceedings of the tenth ACM SIGKDD international conference on Knowledge ..., 2004 | 254 | 2004 |
Substructure similarity search in graph databases X Yan, PS Yu, J Han Proceedings of the 2005 ACM SIGMOD international conference on Management of ..., 2005 | 252 | 2005 |
Cross-feature analysis for detecting ad-hoc routing anomalies Y Huang, W Fan, W Lee, PS Yu Distributed Computing Systems, 2003. Proceedings. 23rd International ..., 2003 | 251 | 2003 |
A new framework for itemset generation CC Aggarwal, PS Yu Proceedings of the seventeenth ACM SIGACT-SIGMOD-SIGART symposium on ..., 1998 | 251 | 1998 |
Anonymizing classification data for privacy preservation B Fung, K Wang, PS Yu Knowledge and Data Engineering, IEEE Transactions on 19 (5), 711-725, 2007 | 243 | 2007 |
Sender-specified delivery customization PK Malkin, PS Yu US Patent 6,643,684, 2003 | 236 | 2003 |
Parameter free bursty events detection in text streams GPC Fung, JX Yu, PS Yu, H Lu Proceedings of the 31st international conference on Very large data bases ..., 2005 | 235 | 2005 |
GPLAG: detection of software plagiarism by program dependence graph analysis C Liu, C Chen, J Han, PS Yu Proceedings of the 12th ACM SIGKDD international conference on Knowledge ..., 2006 | 232 | 2006 |
Method and system for dynamically prefetching information via a server hierarchy PK Malkin, PS Yu US Patent 6,085,193, 2000 | 232 | 2000 |
Mining asynchronous periodic patterns in time series data J Yang, W Wang, PS Yu Knowledge and Data Engineering, IEEE Transactions on 15 (3), 613-628, 2003 | 224 | 2003 |
Analysis of task assignment policies in scalable distributed Web-server systems M Colajanni, PS Yu, DM Dias Parallel and Distributed Systems, IEEE Transactions on 9 (6), 585-600, 1998 | 218 | 1998 |
Look-ahead scheduling to support video-on-demand applications JL Wolf, SY Philip US Patent 5,461,415, 1995 | 215 | 1995 |
Mining significant graph patterns by leap search X Yan, H Cheng, J Han, PS Yu Proceedings of the 2008 ACM SIGMOD international conference on Management of ..., 2008 | 213 | 2008 |
Approximate algorithms scheduling parallelizable tasks J Turek, JL Wolf, PS Yu Proceedings of the fourth annual ACM symposium on Parallel algorithms and ..., 1992 | 209 | 1992 |
Efficient mining of weighted association rules (WAR) W Wang, J Yang, PS Yu Proceedings of the sixth ACM SIGKDD international conference on Knowledge ..., 2000 | 204 | 2000 |
Speedtracer: A web usage mining and analysis tool KL Wu, PS Yu, A Ballman IBM Systems Journal 37 (1), 89-105, 1998 | 204 | 1998 |
On real-time databases: Concurrency control and scheduling PS Yu, KL Wu, KJ Lin, SH Son Proceedings of the IEEE 82 (1), 140-157, 1994 | 204 | 1994 |
Pathsim: Meta path-based top-k similarity search in heterogeneous information networks Y Sun, J Han, X Yan, PS Yu, T Wu VLDB’11, 2011 | 201 | 2011 |
Energy-efficient caching for wireless mobile computing KL Wu, PS Yu, MS Chen Data Engineering, 1996. Proceedings of the Twelfth International Conference ..., 1996 | 200 | 1996 |
Grouped sweeping scheduling for DASD-based multimedia storage management SY Philip, MS Chen, DD Kandlur Multimedia Systems 1 (3), 99-109, 1993 | 200 | 1993 |
Load balancing cooperating cache servers by shifting forwarded request KM Jordan, KL Wu, PS Yu US Patent 6,438,652, 2002 | 192 | 2002 |
Graph indexing: tree+ delta<= graph P Zhao, JX Yu, PS Yu Proceedings of the 33rd international conference on Very large data bases ..., 2007 | 190 | 2007 |
Dual labeling: Answering graph reachability queries in constant time H Wang, H He, J Yang, PS Yu, JX Yu Data Engineering, 2006. ICDE'06. Proceedings of the 22nd International ..., 2006 | 190 | 2006 |
Online generation of association rules CC Aggarwal, PS Yu Data Engineering, 1998. Proceedings., 14th International Conference on, 402-411, 1998 | 183 | 1998 |
Clustering through decision tree construction B Liu, Y Xia, PS Yu Proceedings of the ninth international conference on Information and ..., 2000 | 180 | 2000 |
Mining long sequential patterns in a noisy environment J Yang, W Wang, PS Yu, J Han Proceedings of the 2002 ACM SIGMOD international conference on Management of ..., 2002 | 179 | 2002 |
Design and analysis of a grouped sweeping scheme for multimedia storage management SY Philip, MS Chen, DD Kandlur Network and Operating System Support for Digital Audio and Video, 40-55, 1993 | 179 | 1993 |
Spectral clustering for multi-type relational data B Long, ZM Zhang, X Wu, PS Yu Proceedings of the 23rd international conference on Machine learning, 585-592, 2006 | 167 | 2006 |
Support for fully interactive playout in disk-array-based video server MS Chen, D Kandlur, P Yu Proceedings of the second ACM international conference on Multimedia, 391-398, 1994 | 167 | 1994 |
Dynamic load balancing in geographically distributed heterogeneous web servers M Colajanni, PS Yu, V Cardellini Distributed Computing Systems, 1998. Proceedings. 18th International ..., 1998 | 166 | 1998 |
A regression-based temporal pattern mining scheme for data streams WG Teng, MS Chen, PS Yu Proceedings of the 29th international conference on Very large data bases ..., 2003 | 158 | 2003 |
A framework for clustering uncertain data streams CC Aggarwal, PS Yu Data Engineering, 2008. ICDE 2008. IEEE 24th International Conference on ..., 2008 | 156 | 2008 |
Optimization of the grouped sweeping scheduling (GSS) with heterogeneous multimedia streams MS Chen, DD Kandlur, PS Yu Proceedings of the first ACM international conference on Multimedia, 235-242, 1993 | 156 | 1993 |
Optimal crawling strategies for web search engines JL Wolf, MS Squillante, PS Yu, J Sethuraman, L Ozsen Proceedings of the 11th international conference on World Wide Web, 136-147, 2002 | 154 | 2002 |
Direct discriminative pattern mining for effective classification H Cheng, X Yan, J Han, PS Yu Data Engineering, 2008. ICDE 2008. IEEE 24th International Conference on ..., 2008 | 153 | 2008 |
An effective and efficient algorithm for high-dimensional outlier detection C Aggarwal, S Yu The VLDB Journal—The International Journal on Very Large Data Bases 14 (2 ..., 2005 | 152 | 2005 |
Utility computing SLA management based upon business objectives MJ Buco, RN Chang, LZ Luan, C Ward, JL Wolf, PS Yu IBM Systems Journal 43 (1), 159-178, 2004 | 150 | 2004 |
Content based method for product-peer filtering CC Aggarwal, SY Philip US Patent 6,356,879, 2002 | 150 | 2002 |
Apparatus and method for dynamic meta-tagging of compound documents BT Hailpern, PK Malkin, RJ Schloss, PS Yu US Patent 6,094,657, 2000 | 150 | 2000 |
Anonymizing transaction databases for publication Y Xu, K Wang, AWC Fu, PS Yu Proceedings of the 14th ACM SIGKDD international conference on Knowledge ..., 2008 | 148 | 2008 |
System and method for construction of a data structure for indexing multidimensional objects CC Aggarwal, JL Wolf, PS Yu US Patent 5,781,906, 1998 | 146 | 1998 |
ASAP: an adaptive sampling approach to data collection in sensor networks B Gedik, L Liu, PS Yu Parallel and Distributed Systems, IEEE Transactions on 18 (12), 1766-1783, 2007 | 145 | 2007 |
On optimal piggyback merging policies for video-on-demand systems C Aggarwal, J Wolf, PS Yu ACM SIGMETRICS Performance Evaluation Review 24 (1), 200-209, 1996 | 145 | 1996 |
Task scheduler for a miltiprocessor system JL Wolf, SY Philip, JJE Turek US Patent 5,437,032, 1995 | 145 | 1995 |
Crossmine: Efficient classification across multiple database relations X Yin, J Han, J Yang, SY Philip Constraint-Based mining and inductive databases, 172-195, 2006 | 143 | 2006 |
Computer system and method for load balancing with selective control DM Dias, JL Wolf, PS Yu US Patent 6,119,143, 2000 | 143 | 2000 |
Optimizing index allocation for sequential data broadcasting in wireless mobile computing MS Chen, KL Wu, PS Yu Knowledge and Data Engineering, IEEE Transactions on 15 (1), 161-173, 2003 | 140 | 2003 |
Collaborative caching of a requested object by a lower level node as a function of the caching status of the object at a higher level node CC Aggarwal, PK Malkin, RJ Schloss, PS Yu US Patent 5,924,116, 1999 | 140 | 1999 |
Text classification by labeling words B Liu, X Li, WS Lee, PS Yu AAAI 4, 425-430, 2004 | 139 | 2004 |
Multilevel locking system and method DM Dias, BR Iyer, SY Philip US Patent 5,161,227, 1992 | 139 | 1992 |
LinkClus: efficient clustering via heterogeneous semantic links X Yin, J Han, PS Yu Proceedings of the 32nd international conference on Very large data bases ..., 2006 | 136 | 2006 |
Text classification without negative examples revisit GPC Fung, JX Yu, H Lu, PS Yu Knowledge and Data Engineering, IEEE Transactions on 18 (1), 6-20, 2006 | 136 | 2006 |
Online mining of changes from data streams: Research problems and preliminary results G Dong, J Han, LVS Lakshmanan, J Pei, H Wang, PS Yu Proceedings of the 2003 ACM SIGMOD Workshop on Management and Processing of ..., 2003 | 135 | 2003 |
On the merits of building categorization systems by supervised clustering CC Aggarwal, SC Gates, PS Yu Proceedings of the fifth ACM SIGKDD international conference on Knowledge ..., 1999 | 135 | 1999 |