sanjay chawla 个人学术档案

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	总计	2018 年至今
引用	10971	5896
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i10 指数	116	81

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Shashi ShekharMcKnight Distinguished University Professor of Computer Science, University of Minnesota在 umn.edu 的电子邮件经过验证
Wei LiuUniversity of Technology Sydney在 uts.edu.au 的电子邮件经过验证
Ranga Raju VatsavaiCFEP Professor, Computer Science Dept., NCSU在 ncsu.edu 的电子邮件经过验证
Siva RavadaVice President of Development在 oracle.com 的电子邮件经过验证
Yu Zheng (郑宇)Vice President of JD.COM, Chief Data Scientist of JD Digits, Head of JD Intelligent Cities Research在 jd.com 的电子邮件经过验证
Nguyen Lu Dang KhoaSenior manager, EY在 au.ey.com 的电子邮件经过验证
Aristides GionisKTH Royal Institute of Technology, and Aalto University在 kth.se 的电子邮件经过验证
Joachim GudmundssonUniversity of Sydney在 sydney.edu.au 的电子邮件经过验证
Somwrita SarkarAssociate Professor, University of Sydney在 sydney.edu.au 的电子邮件经过验证
Didi SurianData Scientist, Children's Medical Research Institute在 cmri.org.au 的电子邮件经过验证
Paul SchraterUniversity of Minnesota在 umn.edu 的电子邮件经过验证
Robert (Munro) MonarchApple在 alumni.stanford.edu 的电子邮件经过验证
Gaurav PandeyIcahn School of Medicine at Mount Sinai在 mssm.edu 的电子邮件经过验证
Xing Xie 谢幸Senior Principal Research Manager, Microsoft, CCF Fellow, IEEE Fellow, ACM Distinguished Member在 microsoft.com 的电子邮件经过验证
Nitesh V ChawlaFrank Freimann Professor of Computer Science & Engg., Notre Dame在 nd.edu 的电子邮件经过验证
Fabrizio SebastianiIstituto di Scienza e Tecnologie dell'Informazione, Consiglio Nazionale delle Ricerche (ISTI-CNR)在 isti.cnr.it 的电子邮件经过验证
Peter ChristenProfessor, Australian National University在 anu.edu.au 的电子邮件经过验证
Albert Y. ZomayaPeter Nicol Russell Chair Professor of Computer Science, Sydney University在 sydney.edu.au 的电子邮件经过验证
Ioannis KoutisNew Jersey Institute of Technology在 njit.edu 的电子邮件经过验证

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sanjay chawla

Qatar Computing Research Institute, HBKU

在 sydney.edu.au 的电子邮件经过验证 - 首页

Data Mining Spatio-Temporal Data Machine Learning Algorithms


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
Deep learning for anomaly detection: A survey R Chalapathy, S Chawla arXiv preprint arXiv:1901.03407, 2019	1469	2019
Spatial databases S Shekhar Pearson Education India, 2007	1212	2007
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	457	2011
Anomaly detection using one-class neural networks R Chalapathy, AK Menon, S Chawla arXiv preprint arXiv:1802.06360, 2018	440	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	350	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	268	2013
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	245	2018
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	241	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	238	2012
Sparsedtw: A novel approach to speed up dynamic time warping G Al-Naymat, S Chawla, J Taheri arXiv preprint arXiv:1201.2969, 2012	215	2012
SLOM: a new measure for local spatial outliers S Chawla, P Sun Knowledge and Information Systems 9, 412-429, 2006	208	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	198	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	195	2010
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	194	2015
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	182	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	177	2013
Robust, deep and inductive anomaly detection R Chalapathy, AK Menon, S Chawla Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017	168	2017
On local spatial outliers P Sun, S Chawla Fourth IEEE International Conference on Data Mining (ICDM'04), 209-216, 2004	167	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
Mining spatio-temporal association rules, sources, sinks, stationary regions and thoroughfares in object mobility databases F Verhein, S Chawla DASFAA 3882, 187-201, 2006	132	2006

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