Haimonti Dutta

According to our database, Haimonti Dutta authored at least 38 papers between 2002 and 2022.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2022

A Consensus Algorithm for Linear Support Vector Machines.

Haimonti Dutta

Manag. Sci., 2022

PNRank: Unsupervised ranking of person name entities from noisy OCR text.

Haimonti Dutta, Aayushee Gupta

Decis. Support Syst., 2022

2021

Consensus Based Multi-Layer Perceptrons for Edge Computing.

Haimonti Dutta, Nitin Nataraj, Saurabh Amarnath Mahindre

CoRR, 2021

Consensus Based Vertically Partitioned Multi-layer Perceptrons for Edge Computing.

Haimonti Dutta, Saurabh Amarnath Mahindre, Nitin Nataraj

Proceedings of the Discovery Science - 24th International Conference, 2021

2020

Impact of Community Structure on Consensus Machine Learning.

Bao Huynh, Haimonti Dutta, Dane Taylor

CoRR, 2020

2018

Consensus-based modeling using distributed feature construction with ILP.

Haimonti Dutta, Ashwin Srinivasan

Mach. Learn., 2018

A system for intergroup prejudice detection: The case of microblogging under terrorist attacks.

Haimonti Dutta, Kyounghee Hazel Kwon, H. Raghav Rao

Decis. Support Syst., 2018

GADGET SVM: A Gossip-bAseD sub-GradiEnT Solver for Linear SVMs.

Haimonti Dutta, Nitin Nataraj

CoRR, 2018

A Machine Learning Approach to Quantitative Prosopography.

Aayushee Gupta, Haimonti Dutta, Srikanta Bedathur, Lipika Dey

CoRR, 2018

2017

Ranking Clinical Trials Using Elasticsearch.

Ajinkya Yogesh Thorve, Haimonti Dutta

Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

2015

Classification of crowdsourced text correction.

Megha Gupta, Haimonti Dutta, Brian Geiger

Proceedings of the Second ACM IKDD Conference on Data Sciences, 2015

2014

NILMTK v0.2: A Non-intrusive Load Monitoring Toolkit for Large Scale Data Sets.

Jack Kelly, Nipun Batra, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava

CoRR, 2014

Consensus-Based Modelling using Distributed Feature Construction.

Haimonti Dutta, Ashwin Srinivasan

CoRR, 2014

Data Driven Energy Efficiency in Buildings.

Nipun Batra, Amarjeet Singh, Pushpendra Singh, Haimonti Dutta, Venkatesh Sarangan, Mani B. Srivastava

CoRR, 2014

NILMTK v0.2: a non-intrusive load monitoring toolkit for large scale data sets: demo abstract.

Jack Kelly, Nipun Batra, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava

Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

NILMTK: an open source toolkit for non-intrusive load monitoring.

Nipun Batra, Jack Kelly, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava

Proceedings of the Fifth International Conference on Future Energy Systems, 2014

2013

INDiC: Improved Non-intrusive Load Monitoring Using Load Division and Calibration.

Nipun Batra, Haimonti Dutta, Amarjeet Singh

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

2012

Peer-to-peer distributed text classifier learning in PADMINI.

Xianshu Zhu, Tushar Mahule, Haimonti Dutta, Sugandha Arora, Hillol Kargupta, Kirk D. Borne

Stat. Anal. Data Min., 2012

Machine Learning for theNew York City Power Grid.

Cynthia Rudin, David L. Waltz, Roger Anderson, Albert Boulanger, Ansaf Salleb-Aouissi, Maggie Chow, Haimonti Dutta, Philip Gross, Bert Huang, Steve Ierome

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Leveraging Subjective Human Annotation for Clustering Historic Newspaper Articles

Haimonti Dutta, William Chan, Deepak Shankargouda, Manoj Pooleery, Axinia Radeva, Kyle Rego, Boyi Xie, Rebecca J. Passonneau, Austin Lee, Barbara Taranto

CoRR, 2012

Progressive Clustering with Learned Seeds: An Event Categorization System for Power Grid.

Boyi Xie, Rebecca J. Passonneau, Haimonti Dutta, Jing-Yeu Miaw, Axinia Radeva, Ashish Tomar, Cynthia Rudin

Proceedings of the 24th International Conference on Software Engineering & Knowledge Engineering (SEKE'2012), 2012

Multivariate Assessment of a Repair Program for a New York City Electrical Grid.

Rebecca J. Passonneau, Ashish Tomar, Somnath Sarkar, Haimonti Dutta, Axinia Radeva

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Topic 5: Parallel and Distributed Data Management.

Domenico Talia, Alex Delis, Haimonti Dutta, Arkady B. Zaslavsky

Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

2011

Learning Parameters of the K-Means Algorithm From Subjective Human Annotation.

Haimonti Dutta, Rebecca J. Passonneau, Austin Lee, Axinia Radeva, Boyi Xie, David L. Waltz

Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011

Distributed Storage of Large-Scale Multidimensional Electroencephalogram Data Using Hadoop and HBase.

Haimonti Dutta, Alex Kamil, Manoj Pooleery, Simha Sethumadhavan, John Demme

Proceedings of the Grid and Cloud Database Management, 2011

2010

A process for predicting manhole events in Manhattan.

Cynthia Rudin, Rebecca J. Passonneau, Axinia Radeva, Haimonti Dutta, Steve Ierome, Delfina Isaac

Mach. Learn., 2010

Patient-Specific Seizure Detection from Intra-cranial EEG Using High Dimensional Clustering.

Haimonti Dutta, David L. Waltz, Karthik M. Ramasamy, Philip Gross, Ansaf Salleb-Aouissi, Hatim Diab, Manoj Pooleery, Catherine A. Schevon, Ronald Emerson

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

2009

Measuring Diversity in Regression Ensembles.

Haimonti Dutta

Proceedings of the 4th Indian International Conference on Artificial Intelligence, 2009

Ranking Electrical Feeders of the New York Power Grid.

Philip Gross, Ansaf Salleb-Aouissi, Haimonti Dutta, Albert Boulanger

Proceedings of the International Conference on Machine Learning and Applications, 2009

TagLearner: A P2P Classifier Learning System from Collaboratively Tagged Text Documents.

Haimonti Dutta, Xianshu Zhu, Tushar Mahule, Hillol Kargupta, Kirk D. Borne, Codrina Lauth, Florian Holz, Gerhard Heyer

Proceedings of the ICDM Workshops 2009, 2009

2008

Distributed Optimization Strategies for Mining on Peer-to-Peer Networks.

Haimonti Dutta, Ananda Matthur

Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

Distributed Linear Programming and Resource Management for Data Mining in Distributed Environments.

Haimonti Dutta, Hillol Kargupta

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007

Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System.

Haimonti Dutta, Chris Giannella, Kirk D. Borne, Hillol Kargupta

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

2006

Orthogonal Decision Trees.

Hillol Kargupta, Byung-Hoon Park, Haimonti Dutta

IEEE Trans. Knowl. Data Eng., 2006

2005

Orthogonal Decision Trees for Resource-Constrained Physiological Data Stream Monitoring Using Mobile Devices.

Haimonti Dutta, Hillol Kargupta, Anupam Joshi

Proceedings of the High Performance Computing, 2005

2004

Orthogonal Decision Trees.

Hillol Kargupta, Haimonti Dutta

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

2003

Analysis of privacy preserving random perturbation techniques: further explorations.

Haimonti Dutta, Hillol Kargupta, Souptik Datta, Krishnamoorthy Sivakumar

Proceedings of the 2003 ACM Workshop on Privacy in the Electronic Society, 2003

2002

Fast and effective characterization of 3D region data.

Vasileios Megalooikonomou, Haimonti Dutta, Despina Kontos

Proceedings of the 2002 International Conference on Image Processing, 2002