Haimonti Dutta
Haimonti Dutta
Department of Management Science and Systems, University at Buffalo, New York
Verified email at buffalo.edu - Homepage
TitleCited byYear
NILMTK: an open source toolkit for non-intrusive load monitoring
N Batra, J Kelly, O Parson, H Dutta, W Knottenbelt, A Rogers, A Singh, ...
Proceedings of the 5th international conference on Future energy systems …, 2014
2392014
Machine learning for the New York City power grid
C Rudin, D Waltz, RN Anderson, A Boulanger, A Salleb-Aouissi, M Chow, ...
IEEE transactions on pattern analysis and machine intelligence 34 (2), 328-345, 2011
1612011
Distributed top-k outlier detection from astronomy catalogs using the demac system
H Dutta, C Giannella, K Borne, H Kargupta
Proceedings of the 2007 SIAM International Conference on Data Mining, 473-478, 2007
1062007
A process for predicting manhole events in Manhattan
C Rudin, RJ Passonneau, A Radeva, H Dutta, S Ierome, D Isaac
Machine Learning 80 (1), 1-31, 2010
582010
Orthogonal Decision Trees
H Kargupta, H Dutta
International Conference on Data Mining, 487-490, 2004
432004
Distributed storage of large-scale multidimensional electroencephalogram data using Hadoop and HBase
H Dutta, A Kamil, M Pooleery, S Sethumadhavan, J Demme
Grid and Cloud Database Management, 331-347, 2011
332011
Machine learning for power grid
RN Anderson, A Boulanger, C Rudin, D Waltz, A Salleb-Aouissi, M Chow, ...
US Patent 8,751,421, 2014
282014
Indic: Improved non-intrusive load monitoring using load division and calibration
N Batra, H Dutta, A Singh
2013 12th International Conference on Machine Learning and Applications 1, 79-84, 2013
252013
Distributed linear programming and resource management for data mining in distributed environments
H Dutta, H Kargupta
2008 IEEE International Conference on Data Mining Workshops, 543-552, 2008
192008
Analysis of privacy preserving random perturbation techniques: further explorations
H Dutta, H Kargupta, S Datta, K Sivakumar
Proceedings of the 2003 ACM workshop on Privacy in the electronic society, 31-38, 2003
192003
Nilmtk v0. 2: a non-intrusive load monitoring toolkit for large scale data sets: demo abstract
J Kelly, N Batra, O Parson, H Dutta, W Knottenbelt, A Rogers, A Singh, ...
Proceedings of the 1st ACM Conference on Embedded Systems for Energy …, 2014
182014
Measuring Diversity in Regression Ensembles.
H Dutta
IICAI 9, 17p, 2009
182009
Ranking electrical feeders of the New York power grid
P Gross, A Salleb-Aouissi, H Dutta, A Boulanger
2009 International Conference on Machine Learning and Applications, 359-365, 2009
182009
Fast and effective characterization of 3D region data
V Megalooikonomou, H Dutta, D Kontos
Proceedings. International Conference on Image Processing 1, I-I, 2002
142002
PARABLE: A PArallel RAndom -partition Based HierarchicaL Clustering Algorithm for the MapReduce Framework
S Wang, H Dutta
6th Annual Machine Learning Symposium at the New York Academy of Sciences, 2011
132011
GADGET SVM: a gossip-based sub-gradient svm solver
C Hensel, H Dutta
International Conference on Machine Learning (ICML), Numerical Mathematics …, 2009
132009
Efficient kernel density estimation over distributed data
C Giannella
9th International Workshop on High Performance and Distributed Mining, SIAM …, 2006
132006
Evaluating machine learning for improving power grid reliability
LL Wu, GE Kaiser, C Rudin, DL Waltz, RN Anderson, AG Boulanger, ...
122011
Learning parameters of the k-means algorithm from subjective human annotation
H Dutta, RJ Passonneau, A Lee, A Radeva, B Xie, D Waltz
Twenty-Fourth International FLAIRS Conference, 2011
102011
Empowering scientific discovery by distributed data mining on the grid infrastructure
H Dutta
University of Maryland at Baltimore County, 2007
102007
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