Gunjan Gupta
Gunjan Gupta
Principal & Founder, Lightsphere AI Inc
Verified email at - Homepage
Cited by
Cited by
Distance based clustering of association rules
A Strehl, GK Gupta, J Ghosh
Proceedings ANNIE 9 (1999), 759-764, 1999
Robust one-class clustering using hybrid global and local search
G Gupta, J Ghosh
Proceedings of the 22nd international conference on Machine learning, 273-280, 2005
Automated experimentation platform
G Gupta, A Thakral, J Morris, R Payne, M Sandoval, D Talby, V Vettrivel
US Patent App. 14/574,297, 2014
A scalable framework for discovering coherent co-clusters in noisy data
M Deodhar, G Gupta, J Ghosh, H Cho, I Dhillon
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
A scalable framework for discovering coherent co-clusters in noisy data
G Gupta, AI Lightsphere, J Ghosh, H Cho
Automated hierarchical density shaving: a robust automated clustering and visualization framework for large biological data sets
G Gupta, A Liu, J Ghosh
IEEE/ACM Transactions on Computational Biology and Bioinformatics 7 (2), 223-237, 2010
Bregman bubble clustering: A robust, scalable framework for locating multiple, dense regions in data
G Gupta, J Ghosh
Sixth International Conference on Data Mining (ICDM'06), 232-243, 2006
Value-balanced agglomerative connectivity clustering
GK Gupta, J Ghosh
Aerospace/Defense Sensing, Simulation, and Controls, 6-15, 2001
Detecting seasonal trends and cluster motion visualization for very high dimensional transactional data
GK Gupta, J Ghosh
Proc. First Siam Conf. On Data Mining,(SDM2001), 115-129, 2001
Bregman Bubble Clustering: A robust framework for mining dense clusters
G Gupta, J Ghosh
ACM Transactions on Knowledge Discovery from Data (TKDD) 2 (2), 8, 2008
Hierarchical Density Shaving: A clustering and visualization framework for large biological datasets
G Gupta, A Liu, J Ghosh
Proc. IEEE ICDM Workshop Data Mining in Bioinformatics (DMB’06), 89-93, 2006
Modeling customer dynamics using motion estimation in a value based cluster space for large retail data-sets
GK Gupta
University of Texas at Austin, 2000
Design and Implementation of Scalable Hierarchical Density Based Clustering
S Dhandapani, G Gupta, J Ghosh
University of Texas, 2010
Distributed, Scalable Clustering for Detecting Halos in Terascale Astronomy Datasets
S Daruru, S Dhandapani, G Gupta, I Iliev, W Xu, P Navratil, N Marín, ...
2010 IEEE International Conference on Data Mining Workshops, 138-147, 2010
Robust overlapping co-clustering
M Deodhar, H Cho, G Gupta, J Ghosh, I Dhillon
Dept. of ECE, Univ. of Texas at Austin, IDEAL-TR09, 2008
Automated hierarchical density shaving and gene DIVER
G Gupta, A Liu, J Ghosh
technical report, IDEAL-2006-TR05, Dept. of Electrical and Computer Eng …, 2006
Hunting for coherent co-clusters in high dimensional and noisy datasets
M Deodhar, J Ghosh, G Gupta, H Cho, I Dhillon
2008 IEEE International Conference on Data Mining Workshops, 654-663, 2008
Methods and automated systems that assign medical codes to electronic medical records
R Kinney, M Sandoval, D Talby, G Gupta, M Iyer
US Patent App. 13/960,054, 2013
Detection of Dense Co-Clusters in Large, Noisy Datasets
J Ghosh, M Deodhar, G Gupta
Pattern Recognition and Machine Vision 6, 1, 2010
Publications of the BioDM Group
R Bunescu, R Ge, RJ Kate, EM Marcotte, RJ Mooney, AK Ramani, ...
Artificial Intelligence in Medicine (Special Issue on Summarization and …, 2005
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