1578 search results - page 64 / 316 » Temporal Data Classification Using Linear Classifiers |
142
click to vote
EVOW
2006
Springer
15 years 5 months ago
2006
Springer
We propose a Genetic Algorithm (GA) approach combined with Support Vector Machines (SVM) for the classification of high dimensional Microarray data. This approach is associated to ...
117
click to vote
NIPS
2000
15 years 3 months ago
2000
An active set strategy is applied to the dual of a simple reformulation of the standard quadratic program of a linear support vector machine. This application generates a fast new...
119
Voted
KDD
2007
ACM
16 years 2 months ago
2007
ACM
Data mining tasks such as supervised classification can often benefit from a large training dataset. However, in many application domains, privacy concerns can hinder the construc...
112
click to vote
ICASSP
2011
IEEE
14 years 6 months ago
2011
IEEE
This paper presents a novel method for sound event classification based on probabilistic distance SVM. The basic idea is to embed probabilistic distances into classical SVM to cl...
121
Voted
MCS
2010
Springer
15 years 4 months ago
2010
Springer
Selecting a set of good and diverse base classifiers is essential for building multiple classifier systems. However, almost all commonly used procedures for selecting such base cla...