2683 search results - page 354 / 537 » Machine learning problems from optimization perspective |
139
click to vote
ICC
2007
IEEE
15 years 9 months ago
2007
IEEE
—The need to quickly and accurately classify Internet traffic for security and QoS control has been increasing significantly with the growing Internet traffic and applications ov...
133
click to vote
CEC
2010
IEEE
15 years 4 months ago
2010
IEEE
Problems in which some entities interact with each other are common in computational intelligence. This scenario, typical for co-evolving artificial-life agents, learning strategie...
137
click to vote
TEC
2010
14 years 9 months ago
2010
We propose a unified data modeling approach that is equally applicable to supervised regression and classification applications, as well as to unsupervised probability density func...
113
click to vote
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
Given observed data and a collection of parameterized candidate models, a 1- confidence region in parameter space provides useful insight as to those models which are a good fit t...
119
click to vote
ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
The problem of obtaining the maximum a posteriori (map) estimate of a discrete random field is of fundamental importance in many areas of Computer Science. In this work, we build ...