Hillol Kargupta

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Souptik Datta

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Publications

2009
[j33]
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Souptik Datta, Hillol Kargupta:
A communication efficient probabilistic algorithm for mining frequent itemsets from a peer-to-peer network. Stat. Anal. Data Min. 2(1): 48-69 (2009)
[j31]
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Souptik Datta, Chris Giannella, Hillol Kargupta:
Approximate Distributed K-Means Clustering over a Peer-to-Peer Network. IEEE Trans. Knowl. Data Eng. 21(10): 1372-1388 (2009)
2007
[c48]
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Souptik Datta, Hillol Kargupta:
Uniform Data Sampling from a Peer-to-Peer Network. ICDCS 2007: 50
2006
[j25]
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  - journals/internet/DattaBGWK06
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Souptik Datta, Kanishka Bhaduri, Chris Giannella, Ran Wolff, Hillol Kargupta:
Distributed Data Mining in Peer-to-Peer Networks. IEEE Internet Comput. 10(4): 18-26 (2006)
[j24]
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Sanghamitra Bandyopadhyay, Chris Giannella, Ujjwal Maulik, Hillol Kargupta, Kun Liu, Souptik Datta:
Clustering distributed data streams in peer-to-peer environments. Inf. Sci. 176(14): 1952-1985 (2006)
[c43]
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Souptik Datta, Chris Giannella, Hillol Kargupta:
K-Means Clustering Over a Large, Dynamic Network. SDM 2006: 153-164
2005
[j18]
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Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar:
Random-data perturbation techniques and privacy-preserving data mining. Knowl. Inf. Syst. 7(4): 387-414 (2005)
2003
[c33]
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  - conf/fuzzIEEE/KarguptaLDRS03
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Hillol Kargupta, Kun Liu, Souptik Datta, Jessica Ryan, Krishnamoorthy Sivakumar:
Homeland security and privacy sensitive data mining from multi-party distributed resources. FUZZ-IEEE 2003: 1257-1260
[c32]
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Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar:
On the Privacy Preserving Properties of Random Data Perturbation Techniques. ICDM 2003: 99-106
[c29]
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  - conf/wpes/DuttaKDS03
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Haimonti Dutta, Hillol Kargupta, Souptik Datta, Krishnamoorthy Sivakumar:
Analysis of privacy preserving random perturbation techniques: further explorations. WPES 2003: 31-38

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