Deep learning for anomaly detection: A survey R Chalapathy, S Chawla arXiv preprint arXiv:1901.03407, 2019 | 1981 | 2019 |
Spatial databases S Shekhar Pearson Education India, 2007 | 1244 | 2007 |
Anomaly detection using one-class neural networks R Chalapathy, AK Menon, S Chawla arXiv preprint arXiv:1802.06360, 2018 | 538 | 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 | 475 | 2011 |
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 |
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 | 336 | 2018 |
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 | 316 | 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 | 254 | 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 | 247 | 2002 |
Sparsedtw: A novel approach to speed up dynamic time warping G Al-Naymat, S Chawla, J Taheri arXiv preprint arXiv:1201.2969, 2012 | 225 | 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 | 216 | 2015 |
Class Confidence Weighted kNN Algorithms for Imbalanced Data Sets W Liu, S Chawla Advances in Knowledge Discovery and Data Mining: 15th Pacific-Asia …, 2011 | 206 | 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 | 206 | 2010 |
SLOM: a new measure for local spatial outliers S Chawla, P Sun Knowledge and Information Systems 9, 412-429, 2006 | 206 | 2006 |
Robust, deep and inductive anomaly detection R Chalapathy, AK Menon, S Chawla Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017 | 203 | 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 | 189 | 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 | 181 | 2013 |
On local spatial outliers P Sun, S Chawla Fourth IEEE International Conference on Data Mining (ICDM'04), 209-216, 2004 | 170 | 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 |
Modeling spatial dependencies for mining geospatial data S Chawla, S Shekhar, W Wu, U Ozesmi Proceedings of the 2001 SIAM international conference on data mining, 1-17, 2001 | 135 | 2001 |