sanjay chawla

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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 VatsavaiCFEP Professor, Computer Science Dept., NCSUVerified email at ncsu.edu
Yu Zheng (郑宇)Vice President of JD.COM, Chief Data Scientist of JD Tech., Head of JD Intelligent Cities ResearchVerified email at jd.com
Siva RavadaVice President of DevelopmentVerified email at oracle.com
Aristides GionisKTH Royal Institute of Technology, and Aalto UniversityVerified email at kth.se
Joachim GudmundssonUniversity of SydneyVerified email at sydney.edu.au
Somwrita SarkarAssociate Professor, University of SydneyVerified email at sydney.edu.au
Didi SurianData Scientist, Children's Medical Research InstituteVerified email at cmri.org.au
Paul SchraterUniversity of MinnesotaVerified email at umn.edu
Gaurav PandeyIcahn School of Medicine at Mount SinaiVerified email at mssm.edu
Xing Xie 谢幸Partner Research Manager, Microsoft, ACM Fellow, IEEE Fellow, CCF FellowVerified email at microsoft.com
Nitesh V Chawla, Fellow: ACM, IEEE,...Frank Freimann Professor of CSE.,Director, Lucy Family Institute for Data & Soc, Univ. of Notre DameVerified email at nd.edu
Fabrizio SebastianiIstituto di Scienza e Tecnologie dell'Informazione, Consiglio Nazionale delle Ricerche (ISTI-CNR)Verified email at isti.cnr.it
Peter ChristenProfessor, Australian National University, and University of EdinburghVerified email at anu.edu.au
Albert Y. ZomayaPeter Nicol Russell Chair Professor of Computer Science, Sydney UniversityVerified email at sydney.edu.au
Ioannis KoutisNew Jersey Institute of TechnologyVerified email at njit.edu
Nguyen Lu Dang KhoaLead Data Scientist, Acceleration
Robert MonarchAppleVerified email at alumni.stanford.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
Deep learning for anomaly detection: A survey R Chalapathy, S Chawla arXiv preprint arXiv:1901.03407, 2019	2189	2019
Spatial databases S Shekhar Pearson Education India, 2007	1268	2007
Anomaly detection using one-class neural networks R Chalapathy, AK Menon, S Chawla arXiv preprint arXiv:1802.06360, 2018	562	2018
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	485	2011
Roadtracer: Automatic extraction of road networks from aerial images F Bastani, S He, S Abbar, M Alizadeh, H Balakrishnan, S Chawla, ... Proceedings of the IEEE conference on computer vision and pattern …, 2018	363	2018
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	353	1999
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	338	2013
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	260	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	245	2002
Sparsedtw: A novel approach to speed up dynamic time warping G Al-Naymat, S Chawla, J Taheri arXiv preprint arXiv:1201.2969, 2012	231	2012
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 28, 2015	223	2015
SLOM: a new measure for local spatial outliers S Chawla, P Sun Knowledge and Information Systems 9, 412-429, 2006	213	2006
Robust, deep and inductive anomaly detection R Chalapathy, AK Menon, S Chawla Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017	211	2017
Class Confidence Weighted kNN Algorithms for Imbalanced Data Sets W Liu, S Chawla Advances in Knowledge Discovery and Data Mining: 15th Pacific-Asia …, 2011	211	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	211	2010
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	193	2006
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	184	2013
On local spatial outliers P Sun, S Chawla Fourth IEEE International Conference on Data Mining (ICDM'04), 209-216, 2004	171	2004
Map cube: a visualization tool for spatial data warehouses S Shekhar, CT Lu, X Tan, S Chawla, R Vatsavai Geographic data mining and knowledge discovery 1, 74-110, 2001	150	2001
On the statistical consistency of algorithms for binary classification under class imbalance A Menon, H Narasimhan, S Agarwal, S Chawla International Conference on Machine Learning, 603-611, 2013	145	2013

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