עקוב אחר
sanjay chawla
sanjay chawla
Qatar Computing Research Institute, HBKU
כתובת אימייל מאומתת בדומיין sydney.edu.au - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Deep learning for anomaly detection: A survey‏
R Chalapathy, S Chawla‏
arXiv preprint arXiv:1901.03407, 2019‏
23302019
Spatial databases‏
S Shekhar‏
Pearson Education India, 2007‏
12762007
Anomaly detection using one-class neural networks‏
R Chalapathy, AK Menon, S Chawla‏
arXiv preprint arXiv:1802.06360, 2018‏
5992018
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
4902011
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
3832018
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
3561999
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
3492013
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
2572012
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
2342012
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
2292015
Robust, deep and inductive anomaly detection‏
R Chalapathy, AK Menon, S Chawla‏
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017‏
2182017
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
2152010
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
2122011
SLOM: a new measure for local spatial outliers‏
S Chawla, P Sun‏
Knowledge and Information Systems 9, 412-429, 2006‏
2102006
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
1852013
On local spatial outliers‏
P Sun, S Chawla‏
Fourth IEEE International Conference on Data Mining (ICDM'04), 209-216, 2004‏
1682004
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
1542013
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
1522001
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מאמרים 1–20