661 search results - page 45 / 133 » Generalized clustering, supervised learning, and data assign... |
128
Voted
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
Clustering is a basic task in a variety of machine learning applications. Partitioning a set of input vectors into compact, wellseparated subsets can be severely affected by the p...
133
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IJCNN
2006
IEEE
15 years 9 months ago
2006
IEEE
— In connectionist learning, one relevant problem is “catastrophic forgetting” that may occur when a network, trained with a large set of patterns, has to learn new input pat...
131
Voted
ML
2002
ACM
15 years 3 months ago
2002
ACM
Additive clustering was originally developed within cognitive psychology to enable the development of featural models of human mental representation. The representational flexibili...
147
Voted
ICML
2003
IEEE
15 years 8 months ago
2003
IEEE
Feature selection methods have been successfully applied to text categorization but seldom applied to text clustering due to the unavailability of class label information. In this...
157
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KDD
2006
ACM
16 years 4 months ago
2006
ACM
Kernel machines have been shown as the state-of-the-art learning techniques for classification. In this paper, we propose a novel general framework of learning the Unified Kernel ...