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A Publication, Kanishka Bhaduri's Collection - 13 years, 6 months ago
Shared By: Kanishka Bhaduri
This paper proposes a scalable, local privacy-preserving algorithm for distributed peer-to-peer (P2P) data aggregation useful for many advanced data mining/analysis tasks such as average/sum computation, ...
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A Publication, Kanishka Bhaduri's Collection - 13 years, 6 months ago
Shared By: Kanishka Bhaduri
This paper considers the problem of change detection using local distributed eigen monitoring algorithms for next generation of astronomy petascale data pipelines such as the ...
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A Publication, Kanishka Bhaduri's Collection - 13 years, 6 months ago
Shared By: Kanishka Bhaduri
Inner product computation is an important primitive used in many techniques for feature dependency detection, distance computation, clustering and correlation computation among others. Recently, peer-to-peer ...
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Peer-to-Peer Data Mining, Privacy Issues, and Games
A Publication, Kanishka Bhaduri's Collection - 13 years, 6 months ago
Shared By: Kanishka Bhaduri
Peer-to-Peer (P2P) networks are gaining increasing popularity in many distributed applications such as file-sharing, network storage, web caching, sear- ching and indexing of relevant documents ...
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Client-side Web Mining for Community Formation in Peer-to-Peer Environments
A Publication, Kanishka Bhaduri's Collection - 13 years, 6 months ago
Shared By: Kanishka Bhaduri
In this paper we present a framework for forming interests-based Peer-to-Peer communities using client-side web browsing history. At the heart of this framework is the ...
Kamalika's Projects (7)
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