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
Jiliang TangUniversity Foundation Professor of Computer Science and Engineering, Michigan State UniversityVerified email at msu.edu
Jianyong WangTsinghua UniversityVerified email at tsinghua.edu.cn
Guo-Jun Qi (齐国君), Fellow of IEEE &...Computer Science, University of Central FloridaVerified email at ucf.edu
Saket SatheSenior Applied Scientist, AmazonVerified email at amazon.com
Huan LiuRegents Professor, Arizona State UniversityVerified email at asu.edu
Jing GaoAssociate Professor, Elmore Family School of Electrical and Computer Engineering, Purdue UniversityVerified email at purdue.edu
Haixun WangVP of Engineering, Algorithm & Distinguished Scientist at InstacartVerified email at instacart.com
Tarek AbdelzaherUniversity of IllinoisVerified email at illinois.edu
ChengXiang ZhaiUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Daniel KeimProfessor of Computer Science, Data Analysis and Visualization, University of KonstanzVerified email at uni-konstanz.de
Lance KaplanArmy Research LaboratoryVerified email at mail.mil
Yizhou SunAssociate Professor, Computer Science, UCLAVerified email at cs.ucla.edu
Mohammed J. ZakiProfessor & Head, Computer Science Department, RPIVerified email at cs.rpi.edu
Chandan K. ReddyProfessor, Computer Science, Virginia TechVerified email at cs.vt.edu
Ruoming JinProfessor of Computer Science, Kent State UniversityVerified email at cs.kent.edu
Shuai MaProfessor at Beihang University, Beijing, ChinaVerified email at act.buaa.edu.cn
Bhavani ThuraisinghamCyber Security Research and Education Institute, University of Texas at DallasVerified email at utdallas.edu
Peixiang ZhaoFlorida State UniversityVerified email at cs.fsu.edu

Charu Aggarwal

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

Verified email at us.ibm.com - Homepage

Linear Algebra and Optimization Data Mining Probability and Statistics Outlier Analysis AI


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
An introduction to outlier analysis CC Aggarwal, CC Aggarwal Outlier analysis, 1-34, 2017	3255	2017
Data classification CC Aggarwal, CC Aggarwal Data Mining: The Textbook, 285-344, 2015	3226	2015
Neural networks and deep learning CC Aggarwal springer 10 (978), 3, 2018	3035	2018
Data Clustering C Aggarwal Chapman and Hall/CRC, 2013	2862*	2013
On the surprising behavior of distance metrics in high dimensional space CC Aggarwal, A Hinneburg, DA Keim Database Theory—ICDT 2001: 8th International Conference London, UK, January …, 2001	2797	2001
A framework for clustering evolving data streams CC Aggarwal, SY Philip, J Han, J Wang Proceedings 2003 VLDB conference, 81-92, 2003	2713	2003
Data mining: the textbook CC Aggarwal springer 1, 1, 2015	2337	2015
Mining text data CC Aggarwal, CC Aggarwal Data Mining: The Textbook, 429-455, 2015	2224	2015
Recommender systems CC Aggarwal Springer International Publishing, 2016	1942	2016
Outlier detection for high dimensional data CC Aggarwal, PS Yu Proceedings of the 2001 ACM SIGMOD international conference on Management of …, 2001	1764	2001
Fast algorithms for projected clustering CC Aggarwal, JL Wolf, PS Yu, C Procopiuc, JS Park ACM SIGMoD record 28 (2), 61-72, 1999	1512	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	1483	2001
A survey of text classification algorithms CC Aggarwal, CX Zhai Mining text data, 163-222, 2012	1461	2012
A general survey of privacy-preserving data mining models and algorithms CC Aggarwal, SY Philip Privacy-preserving data mining, 11-52, 2008	1449	2008
Outlier detection for temporal data: A survey M Gupta, J Gao, CC Aggarwal, J Han IEEE Transactions on Knowledge and data Engineering 26 (9), 2250-2267, 2013	1397	2013
Data streams: models and algorithms CC Aggarwal Springer Science & Business Media, 2007	1292	2007
Social Network Data Analytics C Aggarwal Springer, 2011	1182*	2011
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	1033	2001
On k-anonymity and the curse of dimensionality CC Aggarwal VLDB 5, 901-909, 2005	985	2005
A survey of text clustering algorithms CC Aggarwal, CX Zhai Mining text data, 77-128, 2012	916	2012

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