654 search results - page 15 / 131 » TRUST-TECH based Methods for Optimization and Learning |
99
Voted
ECML
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. We consider a new discriminative learning approach to sequence labeling based on the statistical concept of the Z-score. Given a training set of pairs of hidden-observed ...
116
Voted
JMLR
2010
14 years 7 months ago
2010
In this paper we propose a new algorithm for learning polyhedral classifiers. In contrast to existing methods for learning polyhedral classifier which solve a constrained optimiza...
117
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
Many learning applications are characterized by high dimensions. Usually not all of these dimensions are relevant and some are redundant. There are two main approaches to reduce d...
114
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FSS
2010
14 years 11 months ago
2010
Fuzzy Cognitive Maps (FCMs) are a convenient tool for modeling and simulating dynamic systems. FCMs were applied in a large number of diverse areas and have already gained momentu...
131
Voted
KDD
2009
ACM
16 years 1 months ago
2009
ACM
Tag recommendation is the task of predicting a personalized list of tags for a user given an item. This is important for many websites with tagging capabilities like last.fm or de...