Arindam Banerjee

Publications by Year

Research Areas

Sparse and Compressive Sensing Techniques, Statistical Methods and Inference, Advanced Clustering Algorithms Research, Bayesian Methods and Mixture Models, Advanced Bandit Algorithms Research

Most-Cited Works

• → Anomaly detection(2009)10,836 cited
• → TRY plant trait database – enhanced coverage and open access(2019)2,002 cited
• → Clustering with Bregman Divergences(2004)1,526 cited
• → Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data(2017)1,400 cited
• Semi-supervised Clustering by Seeding(2002)
• → Clustering on the Unit Hypersphere using von Mises-Fisher Distributions(2005)804 cited
• → Anomaly Detection for Discrete Sequences: A Survey(2010)706 cited
• → Active Semi-Supervision for Pairwise Constrained Clustering(2004)596 cited
• → Mapping local and global variability in plant trait distributions(2017)290 cited
• → On the Optimality of Conditional Expectation as a Bregman Predictor(2005)241 cited