sanjay chawla

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Shashi ShekharMcKnight Distinguished University Professor of Computer Science, University of MinnesotaZweryfikowany adres z umn.edu
Wei LiuUniversity of Technology SydneyZweryfikowany adres z uts.edu.au
Ranga Raju VatsavaiCFEP Professor, Computer Science Dept., NCSUZweryfikowany adres z ncsu.edu
Yu Zheng (郑宇)Vice President of JD.COM, Chief Data Scientist of JD Tech., Head of JD Intelligent Cities ResearchZweryfikowany adres z jd.com
Siva RavadaVice President of DevelopmentZweryfikowany adres z oracle.com
Aristides GionisKTH Royal Institute of Technology, and Aalto UniversityZweryfikowany adres z kth.se
Joachim GudmundssonUniversity of SydneyZweryfikowany adres z sydney.edu.au
Somwrita SarkarAssociate Professor, University of SydneyZweryfikowany adres z sydney.edu.au
Didi SurianData Scientist, Children's Medical Research InstituteZweryfikowany adres z cmri.org.au
Paul SchraterUniversity of MinnesotaZweryfikowany adres z umn.edu
Gaurav PandeyIcahn School of Medicine at Mount SinaiZweryfikowany adres z mssm.edu
Xing Xie 谢幸Partner Research Manager, Microsoft, ACM Fellow, IEEE Fellow, CCF FellowZweryfikowany adres z microsoft.com
Nitesh V Chawla, Fellow: ACM, IEEE,...Frank Freimann Professor of CSE.,Director, Lucy Family Institute for Data & Soc, Univ. of Notre DameZweryfikowany adres z nd.edu
Fabrizio SebastianiIstituto di Scienza e Tecnologie dell'Informazione, Consiglio Nazionale delle Ricerche (ISTI-CNR)Zweryfikowany adres z isti.cnr.it
Peter ChristenProfessor, Australian National University, and University of EdinburghZweryfikowany adres z anu.edu.au
Albert Y. ZomayaPeter Nicol Russell Chair Professor of Computer Science, Sydney UniversityZweryfikowany adres z sydney.edu.au
Ioannis KoutisNew Jersey Institute of TechnologyZweryfikowany adres z njit.edu
Nguyen Lu Dang KhoaLead Data Scientist, Acceleration
Robert MonarchAppleZweryfikowany adres z alumni.stanford.edu

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sanjay chawla

Qatar Computing Research Institute, HBKU

Zweryfikowany adres z sydney.edu.au - Strona główna

Data Mining Spatio-Temporal Data Machine Learning Algorithms


Tytuł Sortuj wg cytatów Sortuj wg roku Sortuj wg tytułu	Cytowane przez Cytowane przez	Rok
Deep learning for anomaly detection: A survey R Chalapathy, S Chawla arXiv preprint arXiv:1901.03407, 2019	2121	2019
Spatial databases S Shekhar Pearson Education India, 2007	1260	2007
Anomaly detection using one-class neural networks R Chalapathy, AK Menon, S Chawla arXiv preprint arXiv:1802.06360, 2018	553	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	480	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	355	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	349	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	334	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	230	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	221	2015
SLOM: a new measure for local spatial outliers S Chawla, P Sun Knowledge and Information Systems 9, 412-429, 2006	213	2006
Class Confidence Weighted kNN Algorithms for Imbalanced Data Sets W Liu, S Chawla Advances in Knowledge Discovery and Data Mining: 15th Pacific-Asia …, 2011	210	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	209	2010
Robust, deep and inductive anomaly detection R Chalapathy, AK Menon, S Chawla Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017	208	2017
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	191	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	182	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	149	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	140	2013

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