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Haimonti Dutta
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2020 – today
- 2022
- [j8]Haimonti Dutta, Aayushee Gupta:
PNRank: Unsupervised ranking of person name entities from noisy OCR text. Decis. Support Syst. 152: 113662 (2022) - [j7]Haimonti Dutta:
A Consensus Algorithm for Linear Support Vector Machines. Manag. Sci. 68(5): 3703-3725 (2022) - 2021
- [c21]Haimonti Dutta, Saurabh Amarnath Mahindre, Nitin Nataraj:
Consensus Based Vertically Partitioned Multi-layer Perceptrons for Edge Computing. DS 2021: 253-267 - [i8]Haimonti Dutta, Nitin Nataraj, Saurabh Amarnath Mahindre:
Consensus Based Multi-Layer Perceptrons for Edge Computing. CoRR abs/2102.05021 (2021) - 2020
- [i7]Bao Huynh, Haimonti Dutta, Dane Taylor:
Impact of Community Structure on Consensus Machine Learning. CoRR abs/2011.01334 (2020)
2010 – 2019
- 2018
- [j6]Haimonti Dutta, Kyounghee Hazel Kwon, H. Raghav Rao:
A system for intergroup prejudice detection: The case of microblogging under terrorist attacks. Decis. Support Syst. 113: 11-21 (2018) - [j5]Haimonti Dutta, Ashwin Srinivasan:
Consensus-based modeling using distributed feature construction with ILP. Mach. Learn. 107(5): 825-858 (2018) - [i6]Aayushee Gupta, Haimonti Dutta, Srikanta Bedathur, Lipika Dey:
A Machine Learning Approach to Quantitative Prosopography. CoRR abs/1801.10080 (2018) - [i5]Haimonti Dutta, Nitin Nataraj:
GADGET SVM: A Gossip-bAseD sub-GradiEnT Solver for Linear SVMs. CoRR abs/1812.02261 (2018) - 2017
- [c20]Ajinkya Yogesh Thorve, Haimonti Dutta:
Ranking Clinical Trials Using Elasticsearch. TREC 2017 - 2015
- [c19]Megha Gupta, Haimonti Dutta, Brian Geiger:
Classification of crowdsourced text correction. CODS 2015: 142-143 - 2014
- [c18]Nipun Batra, Jack Kelly, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava:
NILMTK: an open source toolkit for non-intrusive load monitoring. e-Energy 2014: 265-276 - [c17]Jack Kelly, Nipun Batra, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava:
NILMTK v0.2: a non-intrusive load monitoring toolkit for large scale data sets: demo abstract. BuildSys 2014: 182-183 - [i4]Nipun Batra, Amarjeet Singh, Pushpendra Singh, Haimonti Dutta, Venkatesh Sarangan, Mani B. Srivastava:
Data Driven Energy Efficiency in Buildings. CoRR abs/1404.7227 (2014) - [i3]Haimonti Dutta, Ashwin Srinivasan:
Consensus-Based Modelling using Distributed Feature Construction. CoRR abs/1409.3446 (2014) - [i2]Jack Kelly, Nipun Batra, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava:
NILMTK v0.2: A Non-intrusive Load Monitoring Toolkit for Large Scale Data Sets. CoRR abs/1409.5908 (2014) - 2013
- [c16]Nipun Batra, Haimonti Dutta, Amarjeet Singh:
INDiC: Improved Non-intrusive Load Monitoring Using Load Division and Calibration. ICMLA (1) 2013: 79-84 - 2012
- [j4]Cynthia Rudin, David L. Waltz, Roger Anderson, Albert Boulanger, Ansaf Salleb-Aouissi, Maggie Chow, Haimonti Dutta, Philip Gross, Bert Huang, Steve Ierome:
Machine Learning for theNew York City Power Grid. IEEE Trans. Pattern Anal. Mach. Intell. 34(2): 328-345 (2012) - [j3]Xianshu Zhu, Tushar Mahule, Haimonti Dutta, Sugandha Arora, Hillol Kargupta, Kirk D. Borne:
Peer-to-peer distributed text classifier learning in PADMINI. Stat. Anal. Data Min. 5(5): 446-462 (2012) - [c15]Domenico Talia, Alex Delis, Haimonti Dutta, Arkady B. Zaslavsky:
Topic 5: Parallel and Distributed Data Management. Euro-Par 2012: 258-259 - [c14]Rebecca J. Passonneau, Ashish Tomar, Somnath Sarkar, Haimonti Dutta, Axinia Radeva:
Multivariate Assessment of a Repair Program for a New York City Electrical Grid. ICMLA (2) 2012: 509-514 - [c13]Boyi Xie, Rebecca J. Passonneau, Haimonti Dutta, Jing-Yeu Miaw, Axinia Radeva, Ashish Tomar, Cynthia Rudin:
Progressive Clustering with Learned Seeds: An Event Categorization System for Power Grid. SEKE 2012: 100-105 - [i1]Haimonti Dutta, William Chan, Deepak Shankargouda, Manoj Pooleery, Axinia Radeva, Kyle Rego, Boyi Xie, Rebecca J. Passonneau, Austin Lee, Barbara Taranto:
Leveraging Subjective Human Annotation for Clustering Historic Newspaper Articles. CoRR abs/1208.3530 (2012) - 2011
- [c12]Haimonti Dutta, Rebecca J. Passonneau, Austin Lee, Axinia Radeva, Boyi Xie, David L. Waltz:
Learning Parameters of the K-Means Algorithm From Subjective Human Annotation. FLAIRS 2011 - [p1]Haimonti Dutta, Alex Kamil, Manoj Pooleery, Simha Sethumadhavan, John Demme:
Distributed Storage of Large-Scale Multidimensional Electroencephalogram Data Using Hadoop and HBase. Grid and Cloud Database Management 2011: 331-347 - 2010
- [j2]Cynthia Rudin, Rebecca J. Passonneau, Axinia Radeva, Haimonti Dutta, Steve Ierome, Delfina Isaac:
A process for predicting manhole events in Manhattan. Mach. Learn. 80(1): 1-31 (2010) - [c11]Haimonti Dutta, David L. Waltz, Karthik M. Ramasamy, Philip Gross, Ansaf Salleb-Aouissi, Hatim Diab, Manoj Pooleery, Catherine A. Schevon, Ronald Emerson:
Patient-Specific Seizure Detection from Intra-cranial EEG Using High Dimensional Clustering. ICMLA 2010: 782-787
2000 – 2009
- 2009
- [c10]Haimonti Dutta, Xianshu Zhu, Tushar Mahule, Hillol Kargupta, Kirk D. Borne, Codrina Lauth, Florian Holz, Gerhard Heyer:
TagLearner: A P2P Classifier Learning System from Collaboratively Tagged Text Documents. ICDM Workshops 2009: 495-500 - [c9]Philip Gross, Ansaf Salleb-Aouissi, Haimonti Dutta, Albert Boulanger:
Ranking Electrical Feeders of the New York Power Grid. ICMLA 2009: 359-365 - [c8]Haimonti Dutta:
Measuring Diversity in Regression Ensembles. IICAI 2009: 2220-2236 - 2008
- [c7]Haimonti Dutta, Hillol Kargupta:
Distributed Linear Programming and Resource Management for Data Mining in Distributed Environments. ICDM Workshops 2008: 543-552 - [c6]Haimonti Dutta, Ananda Matthur:
Distributed Optimization Strategies for Mining on Peer-to-Peer Networks. ICMLA 2008: 350-355 - 2007
- [c5]Haimonti Dutta, Chris Giannella, Kirk D. Borne, Hillol Kargupta:
Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System. SDM 2007: 473-478 - 2006
- [j1]Hillol Kargupta, Byung-Hoon Park, Haimonti Dutta:
Orthogonal Decision Trees. IEEE Trans. Knowl. Data Eng. 18(8): 1028-1042 (2006) - 2005
- [c4]Haimonti Dutta, Hillol Kargupta, Anupam Joshi:
Orthogonal Decision Trees for Resource-Constrained Physiological Data Stream Monitoring Using Mobile Devices. HiPC 2005: 118-127 - 2004
- [c3]Hillol Kargupta, Haimonti Dutta:
Orthogonal Decision Trees. ICDM 2004: 427-430 - 2003
- [c2]Haimonti Dutta, Hillol Kargupta, Souptik Datta, Krishnamoorthy Sivakumar:
Analysis of privacy preserving random perturbation techniques: further explorations. WPES 2003: 31-38 - 2002
- [c1]Vasileios Megalooikonomou, Haimonti Dutta, Despina Kontos:
Fast and effective characterization of 3D region data. ICIP (1) 2002: 421-424
Coauthor Index
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