CORR
2006
Springer
13 years 4 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 4 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 4 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 4 months ago
2006
Springer
CORR
2006
Springer
13 years 4 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 4 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 4 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 4 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 4 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 4 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...