977 search results - page 148 / 196 » An Algebraic Approach to Data Mining: Some Examples |
169
click to vote
ICDM
2006
IEEE
16 years 2 days ago
2006
IEEE
Clustering is ill-defined. Unlike supervised learning where labels lead to crisp performance criteria such as accuracy and squared error, clustering quality depends on how the cl...
172
click to vote
AIIA
2003
Springer
15 years 9 months ago
2003
Springer
The aim of this paper is to show how abduction can be used in classification tasks when we deal with incomplete data. Some classifiers, even if based on decision tree induction lik...
164
click to vote
KDD
2001
ACM
16 years 6 months ago
2001
ACM
Given a dataset, each element of which labeled by one of k labels, we construct by a very fast algorithm, a k-category proximal support vector machine (PSVM) classifier. Proximal s...
170
click to vote
GFKL
2007
Springer
15 years 10 months ago
2007
Springer
In many classification applications, Support Vector Machines (SVMs) have proven to be highly performing and easy to handle classifiers with very good generalization abilities. Howe...
161
click to vote
WABI
2009
Springer
16 years 19 days ago
2009
Springer
Background: Functionally related genes tend to be correlated in their expression patterns across multiple conditions and/or tissue-types. Thus co-expression networks are often use...