140
click to vote
ALT
15 years 5 months ago
2004 Springer 
Abstract. We present a survey of recent results concerning the theoretical and empirical performance of algorithms for learning regularized least-squares classifiers. The behavior ...
130
click to vote
ALT
15 years 11 months ago
2004 Springer 
Probabilistic inductive logic programming, sometimes also called statistical relational learning, addresses one of the central questions of artificial intelligence: the integratio...
127
click to vote
ALT
15 years 11 months ago
2004 Springer
Kernel functions are typically viewed as providing an implicit mapping of points into a high-dimensional space, with the ability to gain much of the power of that space without inc...
124
click to vote
ALT
15 years 11 months ago
2004 Springer
The decomposition method is currently one of the major methods for solving the convex quadratic optimization problems being associated with support vector machines. For a special c...
123
click to vote
ALT
15 years 11 months ago
2004 Springer
Finding a good pattern which discriminates one set of strings from the other set is a critical task in knowledge discovery. In this paper, we review a series of our works concernin...
|
Machine Learning