1766 search results - page 2 / 354 » Classifier Selection Based on Data Complexity Measures |
115
click to vote
APNOMS
2008
Springer
14 years 11 months ago
2008
Springer
As network attacks have increased in number and severity over the past few years, intrusion detection system (IDS) is increasingly becoming a critical component to secure the netwo...
102
click to vote
BIOCOMP
2010
14 years 6 months ago
2010
Abstract-- This study deals with investigating the classification performance of information-theoretic measures when applied to complex biological networks. In particular, our aim ...
136
Voted
IAJIT
2011
14 years 1 months ago
2011
: This paper presents a classifier that is based on a modified version of the well known K-Nearest Neighbors classifier (K-NN). The original K-NN classifier was adjusted to work wi...
ICIAP
2005
ACM
15 years 9 months ago
2005
ACM
In this paper, we propose a novel method which involves neural adaptive techniques for identifying salient features and for classifying high dimensionality data. In particular a ne...
ICPR
2004
IEEE
15 years 10 months ago
2004
IEEE
We study the domain of dominant competence of six popular classifiers in a space of data complexity measurements. We observe that the simplest classifiers, nearest neighbor and li...