2712 search results - page 153 / 543 » On learning algorithm selection for classification |
101
Voted
ICPR
2002
IEEE
16 years 3 months ago
2002
IEEE
This paper presents a new architecture of neural networks designed for pattern recognition. The concept of induction graphs coupled with a divide-and-conquer strategy defines a Gr...
131
Voted
ICML
1994
IEEE
15 years 6 months ago
1994
IEEE
Model selection is important in many areas of supervised learning. Given a dataset and a set of models for predicting with that dataset, we must choose the model which is expected...
121
Voted
ICASSP
2010
IEEE
15 years 2 months ago
2010
IEEE
In this paper we present a novel scheme for unstructured audio scene classification that possesses three highly desirable and powerful features: autonomy, scalability, and robust...
119
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MLDM
2008
Springer
15 years 2 months ago
2008
Springer
Abstract. We propose an approach to build a classifier composing consistent (100% confident) rules. Recently, associative classifiers that utilize association rules have been widel...
106
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CIKM
1999
Springer
15 years 6 months ago
1999
Springer
In this paper we compare performance of several heuristics in generating informative generic/query-oriented extracts for newspaper articles in order to learn how topic prominence ...