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
Nguyen Lu Dang KhoaSenior Data Scientist, SuncorpVerified email at suncorp.com.au
Joachim GudmundssonUniversity of SydneyVerified email at sydney.edu.au
Aristides GionisKTH Royal Institute of Technology, and Aalto UniversityVerified email at kth.se
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
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	2352	2019
Spatial databases S Shekhar Pearson Education India, 2007	1277	2007
Anomaly detection using one-class neural networks R Chalapathy, AK Menon, S Chawla arXiv preprint arXiv:1802.06360, 2018	604	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	492	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	389	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	356	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	350	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	258	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	234	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	230	2015
Robust, deep and inductive anomaly detection R Chalapathy, AK Menon, S Chawla Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017	218	2017
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	216	2010
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	213	2011
SLOM: a new measure for local spatial outliers S Chawla, P Sun Knowledge and Information Systems 9, 412-429, 2006	211	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	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	186	2013
On local spatial outliers P Sun, S Chawla Fourth IEEE International Conference on Data Mining (ICDM'04), 209-216, 2004	168	2004
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	155	2013
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	152	2001

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