sanjay chawla

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	All	Since 2016
Citations	9076	4237
h-index	45	32
i10-index	97	72

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Shashi ShekharMcKnight Distinguished University Professor of Computer Science, University of MinnesotaVerified email at umn.edu
Wei LiuUniversity of Technology SydneyVerified email at uts.edu.au
Ranga Raju VatsavaiAssociate Professor, Computer Science Dept., NCSUVerified email at ncsu.edu
Siva RavadaSenior Director of DevelopmentVerified email at oracle.com
Yu Zheng (郑宇)Vice President of JD.COM, Chief Data Scientist of JD Digits, Head of JD Intelligent Cities ResearchVerified email at jd.com
Nguyen Lu Dang KhoaSenior Research Scientist, Data61 (CSIRO)Verified email at data61.csiro.au
Joachim GudmundssonUniversity of SydneyVerified email at sydney.edu.au
Aristides GionisKTH Royal Institute of Technology, and Aalto UniversityVerified email at kth.se
Gaurav PandeyIcahn School of Medicine at Mount SinaiVerified email at mssm.edu
Somwrita SarkarSenior Lecturer, Design Lab, University of SydneyVerified email at sydney.edu.au
Paul SchraterUniversity of MinnesotaVerified email at umn.edu
Peter ChristenProfessor, Research School of Computer Science, The Australian National UniversityVerified email at anu.edu.au
Xing Xie 谢幸Senior Principal Research Manager, Microsoft (Microsoft Research Asia, China)Verified email at microsoft.com
Didi SurianAustralian Institute of Health Innovation, Macquarie UniversityVerified email at mq.edu.au
Nitesh V ChawlaFrank Freimann Professor of Computer Science & Engg., Notre DameVerified email at nd.edu
Robert (Munro) MonarchAppleVerified email at alumni.stanford.edu
Fabrizio SebastianiIstituto di Scienza e Tecnologie dell'Informazione, Consiglio Nazionale delle Ricerche (ISTI-CNR)Verified email at isti.cnr.it
Albert Y. ZomayaProfessor of High Performance Computing and Networking, Sydney UniversityVerified email at sydney.edu.au
Ioannis KoutisNew Jersey Institute of TechnologyVerified email at njit.edu

sanjay chawla

Qatar Computing Research Institute, HBKU

Verified email at sydney.edu.au - Homepage

Data Mining Spatio-Temporal Data Machine Learning Algorithms


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Spatial databases S Shekhar Pearson Education India, 2007	1136	2007
Geographic data mining and knowledge discovery HJ Miller, J Han CRC press, 2009	961	2009
Deep learning for anomaly detection: A survey R Chalapathy, S Chawla arXiv preprint arXiv:1901.03407, 2019	412	2019
Discovering spatio-temporal causal interactions in traffic data streams W Liu, Y Zheng, S Chawla, J Yuan, X Xing Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	381	2011
Spatial databases-accomplishments and research needs S Shekhar, S Chawla, S Ravada, A Fetterer, X Liu, C Lu IEEE transactions on knowledge and data engineering 11 (1), 45-55, 1999	329	1999
Advances in Knowledge Discovery and Data Mining, Part II: 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012, Proceedings, Part II PN Tan, S Chawla, CK Ho, J Bailey Springer, 2012	302	2012
Spatial contextual classification and prediction models for mining geospatial data S Shekhar, PR Schrater, RR Vatsavai, W Wu, S Chawla IEEE Transactions on Multimedia 4 (2), 174-188, 2002	227	2002
Inferring the root cause in road traffic anomalies S Chawla, Y Zheng, J Hu 2012 IEEE 12th International Conference on Data Mining, 141-150, 2012	196	2012
k-means–: A unified approach to clustering and outlier detection S Chawla, A Gionis Proceedings of the 2013 SIAM International Conference on Data Mining, 189-197, 2013	192	2013
SLOM: a new measure for local spatial outliers S Chawla, P Sun Knowledge and Information Systems 9 (4), 412-429, 2006	182	2006
Sparsedtw: A novel approach to speed up dynamic time warping G Al-Naymat, S Chawla, J Taheri arXiv preprint arXiv:1201.2969, 2012	172	2012
Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics): Preface M Abe, K Aoki, G Ateniese, R Avanzi, Z Beerliová, O Billet, A Biryukov, ... Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2006	170*	2006
Mining for outliers in sequential databases P Sun, S Chawla, B Arunasalam Proceedings of the 2006 SIAM international conference on data mining, 94-105, 2006	161	2006
Anomaly detection using one-class neural networks R Chalapathy, AK Menon, S Chawla arXiv preprint arXiv:1802.06360, 2018	158	2018
On local spatial outliers P Sun, S Chawla Fourth IEEE International Conference on Data Mining (ICDM'04), 209-216, 2004	155	2004
Class Confidence Weighted kNN Algorithms for Imbalanced Data Sets W Liu, S Chawla Pacific-Asia conference on knowledge discovery and data mining, 345-356, 2011	154	2011
A robust decision tree algorithm for imbalanced data sets W Liu, S Chawla, DA Cieslak, NV Chawla Proceedings of the 2010 SIAM International Conference on Data Mining, 766-777, 2010	153	2010
On detection of emerging anomalous traffic patterns using GPS data LX Pang, S Chawla, W Liu, Y Zheng Data & Knowledge Engineering 87, 357-373, 2013	146	2013
A visualization tool for spatial data warehouses S Shekhar, C Lu, X Tan, S Chawla, R Vatsavai Geographic data mining and knowledge discovery 73, 16-72, 2001	143	2001
Efficient thompson sampling for online matrix-factorization recommendation J Kawale, HH Bui, B Kveton, L Tran-Thanh, S Chawla Advances in neural information processing systems, 1297-1305, 2015	124	2015

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