CORR
2006
Springer
13 years 11 months ago
2006
Springer
This paper presents a case study concerning the challenges and requirements posed by next generation language resources, realized as an overall model of open, distributed and coll...
CORR
2006
Springer
13 years 11 months ago
2006
Springer
This paper addresses the issue of policy evaluation in Markov Decision Processes, using linear function approximation. It provides a unified view of algorithms such as TD(), LSTD()...
CORR
2006
Springer
13 years 11 months ago
2006
Springer
Functional brain imaging is a source of spatio-temporal data mining problems. A new framework hybridizing multi-objective and multimodal optimization is proposed to formalize these...
CORR
2006
Springer
13 years 11 months ago
2006
Springer
CORR
2006
Springer
13 years 11 months ago
2006
Springer
ed from the Physical Sciences Inc. Library. Abstract available at http://www.psicorp.com/publications/sr-1278.shtml
CORR
2006
Springer
13 years 11 months ago
2006
Springer
Abstract. Support Vector Machines (SVMs) are well-established Machine Learning (ML) algorithms. They rely on the fact that i) linear learning can be formalized as a well-posed opti...
CORR
2006
Springer
13 years 11 months ago
2006
Springer
: CEA, ANDRA and EDF are jointly developing the software platform ALLIANCES which aim is to produce a tool for the simulation of nuclear waste storage and disposal repository. This...
CORR
2006
Springer
13 years 11 months ago
2006
Springer
We develop a new collaborative filtering (CF) method that combines both previously known users' preferences, i.e. standard CF, as well as product/user attributes, i.e. classi...
CORR
2006
Springer
13 years 11 months ago
2006
Springer
Abstract--A class of distortions termed functional Bregman divergences is defined, which includes squared error and relative entropy. A functional Bregman divergence acts on functi...
CORR
2006
Springer
13 years 11 months ago
2006
Springer
In this two-part paper, we consider the transmission of confidential data over wireless wiretap channels. The first part presents an information-theoretic problem formulation in w...