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ORCIDBibTeX records: Haimonti Dutta
@article{DBLP:journals/dss/DuttaG22,
author = {Haimonti Dutta and
Aayushee Gupta},
title = {PNRank: Unsupervised ranking of person name entities from noisy {OCR}
text},
journal = {Decis. Support Syst.},
volume = {152},
pages = {113662},
year = {2022},
url = {https://doi.org/10.1016/j.dss.2021.113662},
doi = {10.1016/J.DSS.2021.113662},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/DuttaG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mansci/Dutta22,
author = {Haimonti Dutta},
title = {A Consensus Algorithm for Linear Support Vector Machines},
journal = {Manag. Sci.},
volume = {68},
number = {5},
pages = {3703--3725},
year = {2022},
url = {https://doi.org/10.1287/mnsc.2021.4042},
doi = {10.1287/MNSC.2021.4042},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mansci/Dutta22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/DuttaMN21,
author = {Haimonti Dutta and
Saurabh Amarnath Mahindre and
Nitin Nataraj},
editor = {Carlos Soares and
Lu{\'{\i}}s Torgo},
title = {Consensus Based Vertically Partitioned Multi-layer Perceptrons for
Edge Computing},
booktitle = {Discovery Science - 24th International Conference, {DS} 2021, Halifax,
NS, Canada, October 11-13, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12986},
pages = {253--267},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-88942-5\_20},
doi = {10.1007/978-3-030-88942-5\_20},
timestamp = {Tue, 12 Oct 2021 18:03:33 +0200},
biburl = {https://dblp.org/rec/conf/dis/DuttaMN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05021,
author = {Haimonti Dutta and
Nitin Nataraj and
Saurabh Amarnath Mahindre},
title = {Consensus Based Multi-Layer Perceptrons for Edge Computing},
journal = {CoRR},
volume = {abs/2102.05021},
year = {2021},
url = {https://arxiv.org/abs/2102.05021},
eprinttype = {arXiv},
eprint = {2102.05021},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-05021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-01334,
author = {Bao Huynh and
Haimonti Dutta and
Dane Taylor},
title = {Impact of Community Structure on Consensus Machine Learning},
journal = {CoRR},
volume = {abs/2011.01334},
year = {2020},
url = {https://arxiv.org/abs/2011.01334},
eprinttype = {arXiv},
eprint = {2011.01334},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-01334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/DuttaKR18,
author = {Haimonti Dutta and
Kyounghee Hazel Kwon and
H. Raghav Rao},
title = {A system for intergroup prejudice detection: The case of microblogging
under terrorist attacks},
journal = {Decis. Support Syst.},
volume = {113},
pages = {11--21},
year = {2018},
url = {https://doi.org/10.1016/j.dss.2018.06.003},
doi = {10.1016/J.DSS.2018.06.003},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/DuttaKR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DuttaS18,
author = {Haimonti Dutta and
Ashwin Srinivasan},
title = {Consensus-based modeling using distributed feature construction with
{ILP}},
journal = {Mach. Learn.},
volume = {107},
number = {5},
pages = {825--858},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5672-2},
doi = {10.1007/S10994-017-5672-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DuttaS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-10080,
author = {Aayushee Gupta and
Haimonti Dutta and
Srikanta Bedathur and
Lipika Dey},
title = {A Machine Learning Approach to Quantitative Prosopography},
journal = {CoRR},
volume = {abs/1801.10080},
year = {2018},
url = {http://arxiv.org/abs/1801.10080},
eprinttype = {arXiv},
eprint = {1801.10080},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-10080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02261,
author = {Haimonti Dutta and
Nitin Nataraj},
title = {{GADGET} {SVM:} {A} Gossip-bAseD sub-GradiEnT Solver for Linear SVMs},
journal = {CoRR},
volume = {abs/1812.02261},
year = {2018},
url = {http://arxiv.org/abs/1812.02261},
eprinttype = {arXiv},
eprint = {1812.02261},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-02261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trec/ThorveD17,
author = {Ajinkya Yogesh Thorve and
Haimonti Dutta},
editor = {Ellen M. Voorhees and
Angela Ellis},
title = {Ranking Clinical Trials Using Elasticsearch},
booktitle = {Proceedings of The Twenty-Sixth Text REtrieval Conference, {TREC}
2017, Gaithersburg, Maryland, USA, November 15-17, 2017},
series = {{NIST} Special Publication},
volume = {500-324},
publisher = {National Institute of Standards and Technology {(NIST)}},
year = {2017},
url = {https://trec.nist.gov/pubs/trec26/papers/TREC\_UB-PM.pdf},
timestamp = {Wed, 07 Jul 2021 16:44:22 +0200},
biburl = {https://dblp.org/rec/conf/trec/ThorveD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cods/GuptaDG15,
author = {Megha Gupta and
Haimonti Dutta and
Brian Geiger},
editor = {Manish Gupta and
Y. Narahari and
V. S. Subrahmanian and
Indrajit Bhattacharya},
title = {Classification of crowdsourced text correction},
booktitle = {Proceedings of the Second {ACM} {IKDD} Conference on Data Sciences,
Bangalore, CoDS 2015, India, March 18-21, 2015},
pages = {142--143},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2732587.2732619},
doi = {10.1145/2732587.2732619},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cods/GuptaDG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eenergy/BatraKPDKRSS14,
author = {Nipun Batra and
Jack Kelly and
Oliver Parson and
Haimonti Dutta and
William J. Knottenbelt and
Alex Rogers and
Amarjeet Singh and
Mani B. Srivastava},
editor = {Jon Crowcroft and
Richard V. Penty and
Jean{-}Yves Le Boudex and
Prashant J. Shenoy},
title = {{NILMTK:} an open source toolkit for non-intrusive load monitoring},
booktitle = {The Fifth International Conference on Future Energy Systems, e-Energy
'14, Cambridge, United Kingdom - June 11 - 13, 2014},
pages = {265--276},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2602044.2602051},
doi = {10.1145/2602044.2602051},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eenergy/BatraKPDKRSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sensys/KellyBPDKRSS14,
author = {Jack Kelly and
Nipun Batra and
Oliver Parson and
Haimonti Dutta and
William J. Knottenbelt and
Alex Rogers and
Amarjeet Singh and
Mani B. Srivastava},
editor = {Mani Srivastava},
title = {{NILMTK} v0.2: a non-intrusive load monitoring toolkit for large scale
data sets: demo abstract},
booktitle = {Proceedings of the 1st {ACM} Conference on Embedded Systems for Energy-Efficient
Buildings, BuildSys 2014, Memphis, TN, USA, November 3-6, 2014},
pages = {182--183},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2674061.2675024},
doi = {10.1145/2674061.2675024},
timestamp = {Fri, 08 Jul 2022 23:03:27 +0200},
biburl = {https://dblp.org/rec/conf/sensys/KellyBPDKRSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BatraSSDSS14,
author = {Nipun Batra and
Amarjeet Singh and
Pushpendra Singh and
Haimonti Dutta and
Venkatesh Sarangan and
Mani B. Srivastava},
title = {Data Driven Energy Efficiency in Buildings},
journal = {CoRR},
volume = {abs/1404.7227},
year = {2014},
url = {http://arxiv.org/abs/1404.7227},
eprinttype = {arXiv},
eprint = {1404.7227},
timestamp = {Thu, 28 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BatraSSDSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DuttaS14,
author = {Haimonti Dutta and
Ashwin Srinivasan},
title = {Consensus-Based Modelling using Distributed Feature Construction},
journal = {CoRR},
volume = {abs/1409.3446},
year = {2014},
url = {http://arxiv.org/abs/1409.3446},
eprinttype = {arXiv},
eprint = {1409.3446},
timestamp = {Sat, 28 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/DuttaS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KellyBPDKRSS14,
author = {Jack Kelly and
Nipun Batra and
Oliver Parson and
Haimonti Dutta and
William J. Knottenbelt and
Alex Rogers and
Amarjeet Singh and
Mani B. Srivastava},
title = {{NILMTK} v0.2: {A} Non-intrusive Load Monitoring Toolkit for Large
Scale Data Sets},
journal = {CoRR},
volume = {abs/1409.5908},
year = {2014},
url = {http://arxiv.org/abs/1409.5908},
eprinttype = {arXiv},
eprint = {1409.5908},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KellyBPDKRSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BatraDS13,
author = {Nipun Batra and
Haimonti Dutta and
Amarjeet Singh},
title = {INDiC: Improved Non-intrusive Load Monitoring Using Load Division
and Calibration},
booktitle = {12th International Conference on Machine Learning and Applications,
{ICMLA} 2013, Miami, FL, USA, December 4-7, 2013, Volume 1},
pages = {79--84},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICMLA.2013.21},
doi = {10.1109/ICMLA.2013.21},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BatraDS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/RudinWABSCDGHI12,
author = {Cynthia Rudin and
David L. Waltz and
Roger Anderson and
Albert Boulanger and
Ansaf Salleb{-}Aouissi and
Maggie Chow and
Haimonti Dutta and
Philip Gross and
Bert Huang and
Steve Ierome},
title = {Machine Learning for theNew York City Power Grid},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {34},
number = {2},
pages = {328--345},
year = {2012},
url = {https://doi.org/10.1109/TPAMI.2011.108},
doi = {10.1109/TPAMI.2011.108},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/RudinWABSCDGHI12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhuMDAKB12,
author = {Xianshu Zhu and
Tushar Mahule and
Haimonti Dutta and
Sugandha Arora and
Hillol Kargupta and
Kirk D. Borne},
title = {Peer-to-peer distributed text classifier learning in {PADMINI}},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {5},
pages = {446--462},
year = {2012},
url = {https://doi.org/10.1002/sam.11155},
doi = {10.1002/SAM.11155},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhuMDAKB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/TaliaDDZ12,
author = {Domenico Talia and
Alex Delis and
Haimonti Dutta and
Arkady B. Zaslavsky},
editor = {Christos Kaklamanis and
Theodore S. Papatheodorou and
Paul G. Spirakis},
title = {Topic 5: Parallel and Distributed Data Management},
booktitle = {Euro-Par 2012 Parallel Processing - 18th International Conference,
Euro-Par 2012, Rhodes Island, Greece, August 27-31, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7484},
pages = {258--259},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32820-6\_26},
doi = {10.1007/978-3-642-32820-6\_26},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/europar/TaliaDDZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/PassonneauTSDR12,
author = {Rebecca J. Passonneau and
Ashish Tomar and
Somnath Sarkar and
Haimonti Dutta and
Axinia Radeva},
title = {Multivariate Assessment of a Repair Program for a New York City Electrical
Grid},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 2},
pages = {509--514},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.208},
doi = {10.1109/ICMLA.2012.208},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/PassonneauTSDR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/XiePDMRTR12,
author = {Boyi Xie and
Rebecca J. Passonneau and
Haimonti Dutta and
Jing{-}Yeu Miaw and
Axinia Radeva and
Ashish Tomar and
Cynthia Rudin},
title = {Progressive Clustering with Learned Seeds: An Event Categorization
System for Power Grid},
booktitle = {Proceedings of the 24th International Conference on Software Engineering
{\&} Knowledge Engineering (SEKE'2012), Hotel Sofitel, Redwood
City, San Francisco Bay, {USA} July 1-3, 2012},
pages = {100--105},
publisher = {Knowledge Systems Institute Graduate School},
year = {2012},
timestamp = {Thu, 12 Mar 2020 11:30:50 +0100},
biburl = {https://dblp.org/rec/conf/seke/XiePDMRTR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-3530,
author = {Haimonti Dutta and
William Chan and
Deepak Shankargouda and
Manoj Pooleery and
Axinia Radeva and
Kyle Rego and
Boyi Xie and
Rebecca J. Passonneau and
Austin Lee and
Barbara Taranto},
title = {Leveraging Subjective Human Annotation for Clustering Historic Newspaper
Articles},
journal = {CoRR},
volume = {abs/1208.3530},
year = {2012},
url = {http://arxiv.org/abs/1208.3530},
eprinttype = {arXiv},
eprint = {1208.3530},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-3530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/DuttaPLRXW11,
author = {Haimonti Dutta and
Rebecca J. Passonneau and
Austin Lee and
Axinia Radeva and
Boyi Xie and
David L. Waltz},
editor = {R. Charles Murray and
Philip M. McCarthy},
title = {Learning Parameters of the K-Means Algorithm From Subjective Human
Annotation},
booktitle = {Proceedings of the Twenty-Fourth International Florida Artificial
Intelligence Research Society Conference, May 18-20, 2011, Palm Beach,
Florida, {USA}},
publisher = {{AAAI} Press},
year = {2011},
url = {http://aaai.org/ocs/index.php/FLAIRS/FLAIRS11/paper/view/2541},
timestamp = {Wed, 26 Oct 2022 08:35:19 +0200},
biburl = {https://dblp.org/rec/conf/flairs/DuttaPLRXW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/fiore2011/DuttaKPSD11,
author = {Haimonti Dutta and
Alex Kamil and
Manoj Pooleery and
Simha Sethumadhavan and
John Demme},
editor = {Sandro Fiore and
Giovanni Aloisio},
title = {Distributed Storage of Large-Scale Multidimensional Electroencephalogram
Data Using Hadoop and HBase},
booktitle = {Grid and Cloud Database Management},
pages = {331--347},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20045-8\_16},
doi = {10.1007/978-3-642-20045-8\_16},
timestamp = {Tue, 16 May 2017 14:01:44 +0200},
biburl = {https://dblp.org/rec/books/sp/fiore2011/DuttaKPSD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RudinPRDII10,
author = {Cynthia Rudin and
Rebecca J. Passonneau and
Axinia Radeva and
Haimonti Dutta and
Steve Ierome and
Delfina Isaac},
title = {A process for predicting manhole events in Manhattan},
journal = {Mach. Learn.},
volume = {80},
number = {1},
pages = {1--31},
year = {2010},
url = {https://doi.org/10.1007/s10994-009-5166-y},
doi = {10.1007/S10994-009-5166-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/RudinPRDII10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DuttaWRGSDPSE10,
author = {Haimonti Dutta and
David L. Waltz and
Karthik M. Ramasamy and
Philip Gross and
Ansaf Salleb{-}Aouissi and
Hatim Diab and
Manoj Pooleery and
Catherine A. Schevon and
Ronald Emerson},
editor = {Sorin Draghici and
Taghi M. Khoshgoftaar and
Vasile Palade and
Witold Pedrycz and
M. Arif Wani and
Xingquan Zhu},
title = {Patient-Specific Seizure Detection from Intra-cranial {EEG} Using
High Dimensional Clustering},
booktitle = {The Ninth International Conference on Machine Learning and Applications,
{ICMLA} 2010, Washington, DC, USA, 12-14 December 2010},
pages = {782--787},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICMLA.2010.119},
doi = {10.1109/ICMLA.2010.119},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/DuttaWRGSDPSE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DuttaZMKBLHH09,
author = {Haimonti Dutta and
Xianshu Zhu and
Tushar Mahule and
Hillol Kargupta and
Kirk D. Borne and
Codrina Lauth and
Florian Holz and
Gerhard Heyer},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {TagLearner: {A} {P2P} Classifier Learning System from Collaboratively
Tagged Text Documents},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {495--500},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.90},
doi = {10.1109/ICDMW.2009.90},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DuttaZMKBLHH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GrossSDB09,
author = {Philip Gross and
Ansaf Salleb{-}Aouissi and
Haimonti Dutta and
Albert Boulanger},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Lukasz A. Kurgan and
Yuan (Alan) Qi},
title = {Ranking Electrical Feeders of the New York Power Grid},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2009, Miami Beach, Florida, USA, December 13-15, 2009},
pages = {359--365},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICMLA.2009.99},
doi = {10.1109/ICMLA.2009.99},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/GrossSDB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iicai/Dutta09,
author = {Haimonti Dutta},
editor = {Bhanu Prasad and
Pawan Lingras and
Ashwin Ram},
title = {Measuring Diversity in Regression Ensembles},
booktitle = {Proceedings of the 4th Indian International Conference on Artificial
Intelligence, {IICAI} 2009, Tumkur, Karnataka, India, December 16-18,
2009},
pages = {2220--2236},
publisher = {{IICAI}},
year = {2009},
timestamp = {Fri, 15 Dec 2023 18:26:01 +0100},
biburl = {https://dblp.org/rec/conf/iicai/Dutta09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DuttaK08,
author = {Haimonti Dutta and
Hillol Kargupta},
title = {Distributed Linear Programming and Resource Management for Data Mining
in Distributed Environments},
booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on
Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {543--552},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDMW.2008.137},
doi = {10.1109/ICDMW.2008.137},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DuttaK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DuttaM08,
author = {Haimonti Dutta and
Ananda Matthur},
editor = {M. Arif Wani and
Xue{-}wen Chen and
David P. Casasent and
Lukasz A. Kurgan and
Tony Hu and
Khalid Hafeez},
title = {Distributed Optimization Strategies for Mining on Peer-to-Peer Networks},
booktitle = {Seventh International Conference on Machine Learning and Applications,
{ICMLA} 2008, San Diego, California, USA, 11-13 December 2008},
pages = {350--355},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICMLA.2008.57},
doi = {10.1109/ICMLA.2008.57},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/DuttaM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DuttaGBK07,
author = {Haimonti Dutta and
Chris Giannella and
Kirk D. Borne and
Hillol Kargupta},
title = {Distributed Top-K Outlier Detection from Astronomy Catalogs using
the {DEMAC} System},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {473--478},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.47},
doi = {10.1137/1.9781611972771.47},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DuttaGBK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KarguptaPD06,
author = {Hillol Kargupta and
Byung{-}Hoon Park and
Haimonti Dutta},
title = {Orthogonal Decision Trees},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {18},
number = {8},
pages = {1028--1042},
year = {2006},
url = {https://doi.org/10.1109/TKDE.2006.127},
doi = {10.1109/TKDE.2006.127},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/KarguptaPD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/DuttaKJ05,
author = {Haimonti Dutta and
Hillol Kargupta and
Anupam Joshi},
editor = {David A. Bader and
Manish Parashar and
Sridhar Varadarajan and
Viktor K. Prasanna},
title = {Orthogonal Decision Trees for Resource-Constrained Physiological Data
Stream Monitoring Using Mobile Devices},
booktitle = {High Performance Computing - HiPC 2005, 12th International Conference,
Goa, India, December 18-21, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3769},
pages = {118--127},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11602569\_16},
doi = {10.1007/11602569\_16},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hipc/DuttaKJ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KarguptaD04,
author = {Hillol Kargupta and
Haimonti Dutta},
title = {Orthogonal Decision Trees},
booktitle = {Proceedings of the 4th {IEEE} International Conference on Data Mining
{(ICDM} 2004), 1-4 November 2004, Brighton, {UK}},
pages = {427--430},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICDM.2004.10072},
doi = {10.1109/ICDM.2004.10072},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KarguptaD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wpes/DuttaKDS03,
author = {Haimonti Dutta and
Hillol Kargupta and
Souptik Datta and
Krishnamoorthy Sivakumar},
editor = {Sushil Jajodia and
Pierangela Samarati and
Paul F. Syverson},
title = {Analysis of privacy preserving random perturbation techniques: further
explorations},
booktitle = {Proceedings of the 2003 {ACM} Workshop on Privacy in the Electronic
Society, {WPES} 2003, Washington, DC, USA, October 30, 2003},
pages = {31--38},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/1005140.1005145},
doi = {10.1145/1005140.1005145},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wpes/DuttaKDS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/MegalooikonomouDK02,
author = {Vasileios Megalooikonomou and
Haimonti Dutta and
Despina Kontos},
title = {Fast and effective characterization of 3D region data},
booktitle = {Proceedings of the 2002 International Conference on Image Processing,
{ICIP} 2002, Rochester, New York, USA, September 22-25, 2002},
pages = {421--424},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/ICIP.2002.1038050},
doi = {10.1109/ICIP.2002.1038050},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/MegalooikonomouDK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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