Charu Aggarwal

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Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisVerified email at cs.uiuc.edu
Jianyong WangTsinghua UniversityVerified email at tsinghua.edu.cn
Guo-Jun QiComputer Science, University of Central FloridaVerified email at ucf.edu
Jiliang TangMichigan State UniversityVerified email at msu.edu
Saket SatheResearch Staff Member, IBM T. J. Watson Research CenterVerified email at us.ibm.com
Huan LiuProfessor of Computer Science and Engineering, Arizona State UniversityVerified email at asu.edu
Tarek AbdelzaherUniversity of IllinoisVerified email at illinois.edu
Haixun WangVP of Engineering, Algorithm & Distinguished Scientist at InstacartVerified email at instacart.com
ChengXiang ZhaiUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Jing GaoAssociate Professor, School of Electrical and Computer Engineering, Purdue UniversityVerified email at purdue.edu
Yizhou SunAssociate Professor, Computer Science, UCLAVerified email at cs.ucla.edu
Lance KaplanArmy Research LaboratoryVerified email at mail.mil
Mohammed J. ZakiProfessor, Computer Science Department, RPIVerified email at cs.rpi.edu
Chandan K. ReddyProfessor, Computer Science, Virginia TechVerified email at cs.vt.edu
Daniel KeimProfessor of Computer Science, Data Analysis and Visualization, University of KonstanzVerified email at uni-konstanz.de
Ruoming JinProfessor of Computer Science, Kent State UniversityVerified email at cs.kent.edu
Peixiang ZhaoFlorida State UniversityVerified email at cs.fsu.edu
Bhavani ThuraisinghamCyber Security Research and Education Institute, University of Texas at DallasVerified email at utdallas.edu
Shuai MaProfessor at Beihang University, Beijing, ChinaVerified email at act.buaa.edu.cn

Charu Aggarwal

Distinguished Research Staff Member, IBM T. J. Watson Research Center

Verified email at us.ibm.com - Homepage

Data Mining Data Streams Outlier Detection Graph Mining Recommender Systems


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A framework for clustering evolving data streams CC Aggarwal, SY Philip, J Han, J Wang Proceedings 2003 VLDB conference, 81-92, 2003	2356	2003
Spectral Clustering. J Liu, J Han, C Aggarwal, C Reddy Data Clustering: Algorithms and Applications, 177-200, 2013	2308	2013
Data classification CC Aggarwal Data Mining, 285-344, 2015	2032	2015
On the surprising behavior of distance metrics in high dimensional space CC Aggarwal, A Hinneburg, DA Keim International conference on database theory, 420-434, 2001	1799	2001
Outlier analysis CC Aggarwal Data mining, 237-263, 2015	1687	2015
Mining text data CC Aggarwal, CX Zhai Springer Science & Business Media, 2012	1521	2012
Outlier detection for high dimensional data CC Aggarwal, PS Yu Proceedings of the 2001 ACM SIGMOD international conference on Management of …, 2001	1518	2001
Fast algorithms for projected clustering CC Aggarwal, JL Wolf, PS Yu, C Procopiuc, JS Park ACM SIGMoD Record 28 (2), 61-72, 1999	1409	1999
On the design and quantification of privacy preserving data mining algorithms D Agrawal, CC Aggarwal Proceedings of the twentieth ACM SIGMOD-SIGACT-SIGART symposium on …, 2001	1363	2001
Data mining: the textbook CC Aggarwal Springer, 2015	1183	2015
Data streams: models and algorithms CC Aggarwal Springer Science & Business Media, 2007	1137	2007
A tree projection algorithm for generation of frequent item sets RC Agarwal, CC Aggarwal, VVV Prasad Journal of parallel and Distributed Computing 61 (3), 350-371, 2001	970	2001
Social Network Data Analytics C Aggarwal Springer, 2011	900*	2011
Recommender systems CC Aggarwal Springer International Publishing, 2016	880	2016
A survey of text classification algorithms CC Aggarwal, CX Zhai Mining text data, 163-222, 2012	846	2012
On k-anonymity and the curse of dimensionality CC Aggarwal VLDB 5, 901-909, 2005	810	2005
Finding generalized projected clusters in high dimensional spaces CC Aggarwal, PS Yu Proceedings of the 2000 ACM SIGMOD international conference on Management of …, 2000	804	2000
What is the nearest neighbor in high dimensional spaces? A Hinneburg, CC Aggarwal, DA Keim 26th Internat. Conference on Very Large Databases, 506-515, 2000	732	2000
Managing and mining graph data CC Aggarwal, H Wang Springer, 2010	708	2010
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	706	2004

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