Prati
sanjay chawla
sanjay chawla
Qatar Computing Research Institute, HBKU
Potvrđena adresa e-pošte na sydney.edu.au - Početna stranica
Naslov
Citirano
Citirano
Godina
Deep learning for anomaly detection: A survey
R Chalapathy, S Chawla
arXiv preprint arXiv:1901.03407, 2019
21972019
Spatial databases
S Shekhar
Pearson Education India, 2007
12702007
Anomaly detection using one-class neural networks
R Chalapathy, AK Menon, S Chawla
arXiv preprint arXiv:1802.06360, 2018
5642018
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
4852011
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
3672018
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
3531999
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
3372013
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
2602012
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
2452002
Sparsedtw: A novel approach to speed up dynamic time warping
G Al-Naymat, S Chawla, J Taheri
arXiv preprint arXiv:1201.2969, 2012
2312012
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
2242015
SLOM: a new measure for local spatial outliers
S Chawla, P Sun
Knowledge and Information Systems 9, 412-429, 2006
2132006
Robust, deep and inductive anomaly detection
R Chalapathy, AK Menon, S Chawla
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017
2112017
Class Confidence Weighted kNN Algorithms for Imbalanced Data Sets
W Liu, S Chawla
Advances in Knowledge Discovery and Data Mining: 15th Pacific-Asia …, 2011
2112011
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
2112010
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
1932006
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
1842013
On local spatial outliers
P Sun, S Chawla
Fourth IEEE International Conference on Data Mining (ICDM'04), 209-216, 2004
1712004
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
1502001
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
1442013
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