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135
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ICML
2005
IEEE
16 years 3 months ago
Learning Gaussian processes from multiple tasks
We consider the problem of multi-task learning, that is, learning multiple related functions. Our approach is based on a hierarchical Bayesian framework, that exploits the equival...
Kai Yu, Volker Tresp, Anton Schwaighofer
108
Voted
IJIT
2004
15 years 4 months ago
A Constructive Problem Solver Approach for Building Agriculture Disorder Treatment Task
Expert systems development is a complex and expensive process that needs to be applied in an organized manner. This paper presents an approach for building a generic treatment mode...
Abeer El-Korany, Ahmed A. Rafea
108
Voted
DCC
2004
IEEE
16 years 2 months ago
On the Entropy of a Hidden Markov Process
We study the entropy rate of a hidden Markov process (HMP) defined by observing the output of a binary symmetric channel whose input is a first-order binary Markov process. Despit...
Philippe Jacquet, Gadiel Seroussi, Wojciech Szpank...
95
Voted
SSS
2009
Springer
163views Control Systems» more  SSS 2009»
15 years 9 months ago
Developing Autonomic and Secure Virtual Organisations with Chemical Programming
This paper studies the development of autonomic and secure Virtual Organisations (VOs) when following the chemical-programming paradigm. We have selected the Higher-Order Chemical ...
Alvaro E. Arenas, Jean-Pierre Banâtre, Thier...
ICASSP
2008
IEEE
15 years 9 months ago
Nonlinear residual acoustic echo suppression for high levels of harmonic distortion
Linear adaptive filters are often used for Acoustic Echo Cancellation (AEC) but sometimes fail to perform well in notebook computers and inexpensive telephony devices. Low-qualit...
Diego A. Bendersky, Jack W. Stokes, Henrique S. Ma...