Joydeep Ghosh

Top 10 algorithms in data mining

Xindong Wu, Vipin Kumar, J. R. Quinlan et al. · Knowledge and Information Systems · 2007 · 5.6K citations

Evolutionary Data Mining, Top 10, Machine Learning +7

Clustering with Bregman Divergences

Arindam Banerjee, Srujana Merugu, Inderjit S. Dhillon et al. · 2004 · 1.5K citations

Bregman Divergences, Document Clustering, Density Estimation +14

Investigation of the random forest framework for classification of hyperspectral data

Jeroen van der Ham, Yangchi Chen, Melba M. Crawford et al. · IEEE Transactions on Geoscience and Remote Sensing · 2005 · 1.2K citations

Engineering, Machine Learning, Forestry +24

Clustering on the Unit Hypersphere using von Mises-Fisher Distributions

Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh et al. · Journal of Machine Learning Research · 2005 · 803 citations

Document Clustering, Mixture Distribution, Engineering +14

Discovering important people and objects for egocentric video summarization

Yong Jae Lee, Joydeep Ghosh, Kristen Grauman · 2012 · 705 citations