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Arindam Banerjee
Arindam Banerjee
Founder Professor, Dept of Computer Science, University of Illinois Urbana-Champaign
Geverifieerd e-mailadres voor illinois.edu - Homepage
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Anomaly detection: A survey
V Chandola, A Banerjee, V Kumar
ACM computing surveys (CSUR) 41 (3), 1-58, 2009
110492009
Clustering with Bregman divergences.
A Banerjee, S Merugu, IS Dhillon, J Ghosh, J Lafferty
Journal of machine learning research 6 (10), 2005
19012005
Clustering with Bregman divergences.
A Banerjee, S Merugu, IS Dhillon, J Ghosh, J Lafferty
Journal of machine learning research 6 (10), 2005
19012005
Semi-supervised clustering by seeding
S Basu, A Banerjee, R Mooney
In Proceedings of 19th International Conference on Machine Learning (ICML-2002, 2002
12572002
Clustering on the Unit Hypersphere using von Mises-Fisher Distributions.
A Banerjee, IS Dhillon, J Ghosh, S Sra, G Ridgeway
Journal of Machine Learning Research 6 (9), 2005
9722005
Active semi-supervision for pairwise constrained clustering
S Basu, A Banerjee, RJ Mooney
Proceedings of the 2004 SIAM international conference on data mining, 333-344, 2004
7422004
Anomaly detection for discrete sequences: A survey
V Chandola, A Banerjee, V Kumar
IEEE transactions on knowledge and data engineering 24 (5), 823-839, 2010
6372010
Theory-guided data science: A new paradigm for scientific discovery from data
A Karpatne, G Atluri, JH Faghmous, M Steinbach, A Banerjee, A Ganguly, ...
IEEE Transactions on knowledge and data engineering 29 (10), 2318-2331, 2017
6072017
A generalized maximum entropy approach to bregman co-clustering and matrix approximation
A Banerjee, I Dhillon, J Ghosh, S Merugu, DS Modha
The Journal of Machine Learning Research 8, 1919-1986, 2007
5482007
Tocilizumab in patients admitted to hospital with COVID-19 (RECOVERY): a randomised, controlled, open-label, platform trial
O Abani, A Abbas, F Abbas, M Abbas, S Abbasi, H Abbass, A Abbott, ...
The Lancet 397 (10285), 1637-1645, 2021
543*2021
TRY plant trait database–enhanced coverage and open access
J Kattge, G Bönisch, S Díaz, S Lavorel, IC Prentice, P Leadley, ...
Global change biology 26 (1), 119-188, 2020
5182020
Outlier detection: A survey
V Chandola, A Banerjee, V Kumar
ACM Computing Surveys 14, 15, 2007
3572007
Clickstream clustering using weighted longest common subsequences
A Banerjee, J Ghosh
Proceedings of the web mining workshop at the 1st SIAM conference on data …, 2001
3132001
Model-based overlapping clustering
A Banerjee, C Krumpelman, J Ghosh, S Basu, RJ Mooney
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005
2852005
On the optimality of conditional expectation as a Bregman predictor
A Banerjee, X Guo, H Wang
IEEE Transactions on Information Theory 51 (7), 2664-2669, 2005
2462005
Bayesian co-clustering
H Shan, A Banerjee
2008 Eighth IEEE International Conference on Data Mining, 530-539, 2008
2252008
BIG & QUIC: Sparse inverse covariance estimation for a million variables
CJ Hsieh, MA Sustik, IS Dhillon, PK Ravikumar, R Poldrack
Advances in neural information processing systems 26, 2013
2052013
Online alternating direction method (longer version)
H Wang, A Banerjee
arXiv preprint arXiv:1306.3721, 2013
1992013
Generalized probabilistic matrix factorizations for collaborative filtering
H Shan, A Banerjee
2010 IEEE international conference on data mining, 1025-1030, 2010
1972010
Bayesian cluster ensembles
H Wang, H Shan, A Banerjee
Statistical Analysis and Data Mining: The ASA Data Science Journal 4 (1), 54-70, 2011
1842011
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Artikelen 1–20