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17 years 24 days ago
Neural Networks - A Systematic Introduction
This book covers the following topics: The biological paradigm, Threshold logic, Weighted Networks, The Perceptron, Perceptron learning, Unsupervised learning and clustering algori...
Raul Rojas
182
Voted
SAGA
2009
Springer
15 years 9 months ago
Bounds for Multistage Stochastic Programs Using Supervised Learning Strategies
We propose a generic method for obtaining quickly good upper bounds on the minimal value of a multistage stochastic program. The method is based on the simulation of a feasible dec...
Boris Defourny, Damien Ernst, Louis Wehenkel
82
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ICINCO
2007
102views Robotics» more  ICINCO 2007»
15 years 4 months ago
Active learning in regression, with application to stochastic dynamic programming
Olivier Teytaud, Sylvain Gelly, Jéré...
COLT
1992
Springer
15 years 6 months ago
PAC-Learnability of Determinate Logic Programs
Saso Dzeroski, Stephen Muggleton, Stuart J. Russel...
189
Voted
LLL
1999
Springer
15 years 6 months ago
An Introduction to Inductive Logic Programming and Learning Language in Logic
Saso Dzeroski, James Cussens, Suresh Manandhar