Haimonti Dutta

41 papers A* 1A 1B 1C 4Misc 2Journal 18Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
GeMi: A Graph-based, Multimodal Recommendation System for Narrative Scroll Paintings.
CoRR
Haimonti Dutta, Pruthvi Moluguri, Jin Dai, Saurabh Amarnath Mahindre
2025 J jnl
Heterogeneous Sequel-Aware Graph Neural Networks for Sequential Learning.
CoRR
Anushka Tiwari, Haimonti Dutta, Shahrzad Khanizadeh
2024 — conf
Content-based Art Recommendation Using Multimodal Graph Neural Networks.
ICKG
Haimonti Dutta, Anushka Tiwari
2022 J jnl
A Consensus Algorithm for Linear Support Vector Machines.
Manag. Sci.
Haimonti Dutta
2022 J jnl
PNRank: Unsupervised ranking of person name entities from noisy OCR text.
Decis. Support Syst.
Haimonti Dutta, Aayushee Gupta
2021 J jnl
Consensus Based Multi-Layer Perceptrons for Edge Computing.
CoRR
Haimonti Dutta, Nitin Nataraj, Saurabh Amarnath Mahindre
2021 B conf
Consensus Based Vertically Partitioned Multi-layer Perceptrons for Edge Computing.
DS
Haimonti Dutta, Saurabh Amarnath Mahindre, Nitin Nataraj
2020 J jnl
Impact of Community Structure on Consensus Machine Learning.
CoRR
Bao Huynh, Haimonti Dutta, Dane Taylor
2018 J jnl
A Machine Learning Approach to Quantitative Prosopography.
CoRR
Aayushee Gupta, Haimonti Dutta, Srikanta Bedathur, Lipika Dey
2018 J jnl
A system for intergroup prejudice detection: The case of microblogging under terrorist attacks.
Decis. Support Syst.
Haimonti Dutta, Kyounghee Hazel Kwon, H. Raghav Rao
2018 J jnl
Consensus-based modeling using distributed feature construction with ILP.
Mach. Learn.
Haimonti Dutta, Ashwin Srinivasan
2018 J jnl
GADGET SVM: A Gossip-bAseD sub-GradiEnT Solver for Linear SVMs.
CoRR
Haimonti Dutta, Nitin Nataraj
2017 — conf
Ranking Clinical Trials Using Elasticsearch.
TREC
Ajinkya Yogesh Thorve, Haimonti Dutta
2015 — conf
Classification of crowdsourced text correction.
CODS
Megha Gupta, Haimonti Dutta, Brian Geiger
2014 J jnl
Consensus-Based Modelling using Distributed Feature Construction.
CoRR
Haimonti Dutta, Ashwin Srinivasan
2014 J jnl
Data Driven Energy Efficiency in Buildings.
CoRR
Nipun Batra, Amarjeet Singh, Pushpendra Singh, Haimonti Dutta, Venkatesh Sarangan, Mani B. Srivastava
2014 J jnl
NILMTK v0.2: A Non-intrusive Load Monitoring Toolkit for Large Scale Data Sets.
CoRR
Jack Kelly, Nipun Batra, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava
2014 — conf
NILMTK v0.2: a non-intrusive load monitoring toolkit for large scale data sets: demo abstract.
BuildSys
Jack Kelly, Nipun Batra, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava
2014 — conf
NILMTK: an open source toolkit for non-intrusive load monitoring.
e-Energy
Nipun Batra, Jack Kelly, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava
2013 — conf
INDiC: Improved Non-intrusive Load Monitoring Using Load Division and Calibration.
ICMLA (1)
Nipun Batra, Haimonti Dutta, Amarjeet Singh
2012 J jnl
Leveraging Subjective Human Annotation for Clustering Historic Newspaper Articles
CoRR
Haimonti Dutta, William Chan, Deepak Shankargouda, Manoj Pooleery, Axinia Radeva, Kyle Rego, Boyi Xie, Rebecca J. Passonneau, Austin Lee, Barbara Taranto
2012 J jnl
Machine Learning for theNew York City Power Grid.
IEEE Trans. Pattern Anal. Mach. Intell.
Cynthia Rudin, David L. Waltz, Roger Anderson, Albert Boulanger, Ansaf Salleb-Aouissi, Maggie Chow, Haimonti Dutta, Philip Gross, Bert Huang, Steve Ierome
2012 — conf
Multivariate Assessment of a Repair Program for a New York City Electrical Grid.
ICMLA (2)
Rebecca J. Passonneau, Ashish Tomar, Somnath Sarkar, Haimonti Dutta, Axinia Radeva
2012 J jnl
Peer-to-peer distributed text classifier learning in PADMINI.
Stat. Anal. Data Min.
Xianshu Zhu, Tushar Mahule, Haimonti Dutta, Sugandha Arora, Hillol Kargupta, Kirk D. Borne
2012 C conf
Progressive Clustering with Learned Seeds: An Event Categorization System for Power Grid.
SEKE
Boyi Xie, Rebecca J. Passonneau, Haimonti Dutta, Jing-Yeu Miaw, Axinia Radeva, Ashish Tomar, Cynthia Rudin
2012 — conf
Topic 5: Parallel and Distributed Data Management.
Euro-Par
Domenico Talia, Alex Delis, Haimonti Dutta, Arkady B. Zaslavsky
2011 — ch.
Distributed Storage of Large-Scale Multidimensional Electroencephalogram Data Using Hadoop and HBase.
Grid and Cloud Database Management
Haimonti Dutta, Alex Kamil, Manoj Pooleery, Simha Sethumadhavan, John Demme
2011 Misc conf
Learning Parameters of the K-Means Algorithm From Subjective Human Annotation.
FLAIRS
Haimonti Dutta, Rebecca J. Passonneau, Austin Lee, Axinia Radeva, Boyi Xie, David L. Waltz
2010 J jnl
A process for predicting manhole events in Manhattan.
Mach. Learn.
Cynthia Rudin, Rebecca J. Passonneau, Axinia Radeva, Haimonti Dutta, Steve Ierome, Delfina Isaac
2010 C conf
Patient-Specific Seizure Detection from Intra-cranial EEG Using High Dimensional Clustering.
ICMLA
Haimonti Dutta, David L. Waltz, Karthik M. Ramasamy, Philip Gross, Ansaf Salleb-Aouissi, Hatim Diab, Manoj Pooleery, Catherine A. Schevon, Ronald Emerson
2009 — conf
Measuring Diversity in Regression Ensembles.
IICAI
Haimonti Dutta
2009 C conf
Ranking Electrical Feeders of the New York Power Grid.
ICMLA
Philip Gross, Ansaf Salleb-Aouissi, Haimonti Dutta, Albert Boulanger
2009 — conf
TagLearner: A P2P Classifier Learning System from Collaboratively Tagged Text Documents.
ICDM Workshops
Haimonti Dutta, Xianshu Zhu, Tushar Mahule, Hillol Kargupta, Kirk D. Borne, Codrina Lauth, Florian Holz, Gerhard Heyer
2008 — conf
Distributed Linear Programming and Resource Management for Data Mining in Distributed Environments.
ICDM Workshops
Haimonti Dutta, Hillol Kargupta
2008 C conf
Distributed Optimization Strategies for Mining on Peer-to-Peer Networks.
ICMLA
Haimonti Dutta, Ananda Matthur
2007 A conf
Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System.
SDM
Haimonti Dutta, Chris Giannella, Kirk D. Borne, Hillol Kargupta
2006 J jnl
Orthogonal Decision Trees.
IEEE Trans. Knowl. Data Eng.
Hillol Kargupta, Byung-Hoon Park, Haimonti Dutta
2005 Misc conf
Orthogonal Decision Trees for Resource-Constrained Physiological Data Stream Monitoring Using Mobile Devices.
HiPC
Haimonti Dutta, Hillol Kargupta, Anupam Joshi
2004 A* conf
Orthogonal Decision Trees.
ICDM
Hillol Kargupta, Haimonti Dutta
2003 — conf
Analysis of privacy preserving random perturbation techniques: further explorations.
WPES
Haimonti Dutta, Hillol Kargupta, Souptik Datta, Krishnamoorthy Sivakumar
2002 — conf
Fast and effective characterization of 3D region data.
ICIP (1)
Vasileios Megalooikonomou, Haimonti Dutta, Despina Kontos