2190 search results - page 284 / 438 » Learning with the Set Covering Machine |
104
Voted
MLDM
2005
Springer
15 years 6 months ago
2005
Springer
Subspace clustering is an extension of traditional clustering that seeks to find clusters in different subspaces within a dataset. This is a particularly important challenge with...
87
Voted
MCS
2001
Springer
15 years 5 months ago
2001
Springer
Using an ensemble of classifiers instead of a single classifier has been shown to improve generalization performance in many machine learning problems [4, 16]. However, the exten...
85
Voted
EDUTAINMENT
2006
Springer
15 years 4 months ago
2006
Springer
This paper presents our design and experiment of a computer-assisted class laboratory on vectors in high-school. Our main goal is to improve the acquisition on notions by all pupi...
103
Voted
ICML
1994
IEEE
15 years 4 months ago
1994
IEEE
With the goal of reducing computational costs without sacrificing accuracy, we describe two algorithms to find sets of prototypes for nearest neighbor classification. Here, the te...
108
Voted
ECML
1987
Springer
15 years 4 months ago
1987
Springer
This paper examines the induction of classification rules from examples using real-world data. Real-world data is almost always characterized by two features, which are important ...