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» Active Mining in a Distributed Setting
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109
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CIKM
2009
Springer
15 years 7 months ago
Large margin transductive transfer learning
Recently there has been increasing interest in the problem of transfer learning, in which the typical assumption that training and testing data are drawn from identical distributi...
Brian Quanz, Jun Huan
FLAIRS
2004
15 years 2 months ago
The Optimality of Naive Bayes
Naive Bayes is one of the most efficient and effective inductive learning algorithms for machine learning and data mining. Its competitive performance in classification is surpris...
Harry Zhang
CIDM
2009
IEEE
15 years 5 months ago
An architecture and algorithms for multi-run clustering
—This paper addresses two main challenges for clustering which require extensive human effort: selecting appropriate parameters for an arbitrary clustering algorithm and identify...
Rachsuda Jiamthapthaksin, Christoph F. Eick, Vadee...
95
Voted
WETICE
2008
IEEE
15 years 7 months ago
Federated Collaborations with Exertions
This paper describes a service-oriented P2P architecture and related federated metaprogramming model to support development of highly scalable and reliable distributed collaborati...
Michael W. Sobolewski
105
Voted
WETICE
2007
IEEE
15 years 6 months ago
A Tuple-Space Based Middleware for Collaborative Tangible User Interfaces
Several approaches have been made to establish a generic middleware for tangible user interfaces (TUI). They target toward the independence of application domains as well as flexi...
Florian Georg Furtmüller, Stefan Oppl