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A Publication, Kanishka Bhaduri's Collection - 13 years, 5 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 Generic Local Algorithm for Mining Data Streams in Large Distributed Systems
A Publication, Kanishka Bhaduri's Collection - 13 years, 5 months ago
Shared By: Kanishka Bhaduri
In a large network of computers or wireless sensors, each of the components (henceforth, peers) has some data about the global state of the system. ...
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A Scalable Local Algorithm for Distributed Multivariate Regression
A Publication, Kanishka Bhaduri's Collection - 13 years, 5 months ago
Shared By: Kanishka Bhaduri
This paper offers a local distributed algorithm for multivariate regression in large peer-to-peer environments. The algorithm can be used for distributed inferencing, data compaction, data ...
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Distributed Decision-Tree Induction in Peer-to-Peer Systems
A Publication, Kanishka Bhaduri's Collection - 13 years, 5 months ago
Shared By: Kanishka Bhaduri
This paper offers a scalable and robust distributed algorithm for decision-tree induction in large peer-to-peer (P2P) environments. Computing a decision tree in such large distributed ...
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A Publication, Kanishka Bhaduri's Collection - 13 years, 5 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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An Efficient Local Algorithm for Distributed Multivariate Regression
A Publication, Kanishka Bhaduri's Collection - 13 years, 5 months ago
Shared By: Kanishka Bhaduri
This paper offers a local distributed algorithm for multivariate regression in large peer-to-peer environments. The algorithm is designed for distributed inferencing, data compaction, data modeling ...
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Peer-to-Peer Data Mining, Privacy Issues, and Games
A Publication, Kanishka Bhaduri's Collection - 13 years, 5 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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Distributed Data Mining in Peer-to-Peer Networks
A Publication, Kanishka Bhaduri's Collection - 13 years, 5 months ago
Shared By: Kanishka Bhaduri
Peer-to-peer (P2P) networks are gaining popularity in many applications such as file sharing, e-commerce, and social networking, many of which deal with rich, distributed data ...
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Client-side Web Mining for Community Formation in Peer-to-Peer Environments
A Publication, Kanishka Bhaduri's Collection - 13 years, 5 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 ...
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Local L2 Thresholding Based Data Mining in Peer-to-Peer Systems
A Publication, Kanishka Bhaduri's Collection - 13 years, 5 months ago
Shared By: Kanishka Bhaduri
In a large network of computers, wireless sensors, or mobile devices, each of the components (hence, peers) has some data about the global status of ...
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Aviation Safety Technology Portal ...
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