sanjay chawla

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Shashi ShekharMcKnight Distinguished University Professor of Computer Science, University of MinnesotaAdresă de e-mail confirmată pe umn.edu
Wei LiuUniversity of Technology SydneyAdresă de e-mail confirmată pe uts.edu.au
Ranga Raju VatsavaiCFEP Professor, Computer Science Dept., NCSUAdresă de e-mail confirmată pe ncsu.edu
Yu Zheng (郑宇)Vice President of JD.COM, Chief Data Scientist of JD Tech., Head of JD Intelligent Cities ResearchAdresă de e-mail confirmată pe jd.com
Siva RavadaVice President of DevelopmentAdresă de e-mail confirmată pe oracle.com
Nguyen Lu Dang KhoaSenior Data Scientist, SuncorpAdresă de e-mail confirmată pe suncorp.com.au
Joachim GudmundssonUniversity of SydneyAdresă de e-mail confirmată pe sydney.edu.au
Aristides GionisKTH Royal Institute of Technology, and Aalto UniversityAdresă de e-mail confirmată pe kth.se
Somwrita SarkarAssociate Professor, University of SydneyAdresă de e-mail confirmată pe sydney.edu.au
Didi SurianData Scientist, Children's Medical Research InstituteAdresă de e-mail confirmată pe cmri.org.au
Paul SchraterUniversity of MinnesotaAdresă de e-mail confirmată pe umn.edu
Gaurav PandeyIcahn School of Medicine at Mount SinaiAdresă de e-mail confirmată pe mssm.edu
Xing Xie 谢幸Partner Research Manager, Microsoft, ACM Fellow, IEEE Fellow, CCF FellowAdresă de e-mail confirmată pe microsoft.com
Nitesh V Chawla, Fellow: ACM, IEEE,...Frank Freimann Professor of CSE.,Director, Lucy Family Institute for Data & Soc, Univ. of Notre DameAdresă de e-mail confirmată pe nd.edu
Fabrizio SebastianiIstituto di Scienza e Tecnologie dell'Informazione, Consiglio Nazionale delle Ricerche (ISTI-CNR)Adresă de e-mail confirmată pe isti.cnr.it
Peter ChristenProfessor, Australian National University, and University of EdinburghAdresă de e-mail confirmată pe anu.edu.au
Albert Y. ZomayaPeter Nicol Russell Chair Professor of Computer Science, Sydney UniversityAdresă de e-mail confirmată pe sydney.edu.au
Ioannis KoutisNew Jersey Institute of TechnologyAdresă de e-mail confirmată pe njit.edu
Robert MonarchAppleAdresă de e-mail confirmată pe alumni.stanford.edu

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sanjay chawla

Qatar Computing Research Institute, HBKU

Adresă de e-mail confirmată pe sydney.edu.au - Pagina de pornire

Data Mining Spatio-Temporal Data Machine Learning Algorithms


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
Deep learning for anomaly detection: A survey R Chalapathy, S Chawla arXiv preprint arXiv:1901.03407, 2019	2326	2019
Spatial databases S Shekhar Pearson Education India, 2007	1276	2007
Anomaly detection using one-class neural networks R Chalapathy, AK Menon, S Chawla arXiv preprint arXiv:1802.06360, 2018	598	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	490	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	382	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	349	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	257	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	229	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	215	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	212	2011
SLOM: a new measure for local spatial outliers S Chawla, P Sun Knowledge and Information Systems 9, 412-429, 2006	210	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	185	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	154	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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