Mostefa Golea

15 papers A* 1Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2002 J jnl
Generalization Error of Combined Classifiers.
J. Comput. Syst. Sci.
Llew Mason, Peter L. Bartlett, Mostefa Golea
1998 J jnl
The truth will come to light: directions and challenges in extracting the knowledge embedded within trained artificial neural networks.
IEEE Trans. Neural Networks
Alan B. Tickle, Robert Andrews, Mostefa Golea, Joachim Diederich
1997 — conf
Generalization in Decision Trees and DNF: Does Size Matter?
NIPS
Mostefa Golea, Peter L. Bartlett, Wee Sun Lee, Llew Mason
1997 — conf
The truth is in there: current issues in extracting rules from trained feedforward artificial neural networks.
ICNN
Alan B. Tickle, Mostefa Golea, Ross Hayward, Joachim Diederich
1996 J jnl
On learning ?-perceptron networks on the uniform distribution.
Neural Networks
Mostefa Golea, Mario Marchand, Thomas R. Hancock
1996 — conf
Stochastic simple recurrent neural networks.
ICGI
Mostefa Golea, Masahiro Matsuoka, Yasubumi Sakakibara
1995 — conf
Average case analysis of a learning algorithm for µ-DNF expressions.
EuroCOLT
Mostefa Golea
1995 — conf
Simple recurrent networks as generalized hidden Markov models with distributed representations.
ICNN
Yasubumi Sakakibara, Mostefa Golea
1994 J jnl
Average Case Analysis of an Hebb-Type Rule that Finds the Network Connectivity.
Int. J. Neural Syst.
Mostefa Golea
1994 J jnl
Learning Nonoverlapping Perceptron Networks from Examples and Membership Queries.
Mach. Learn.
Thomas R. Hancock, Mostefa Golea, Mario Marchand
1993 A* conf
Average Case Analysis of the Clipped Hebb Rule for Nonoverlapping Perception Networks.
COLT
Mostefa Golea, Mario Marchand
1993 J jnl
On Learning Perceptrons with Binary Weights.
Neural Comput.
Mostefa Golea, Mario Marchand
1993 — conf
On learning simple deterministic and probabilistic neural concepts.
EuroCOLT
Mostefa Golea, Mario Marchand
1993 J jnl
Polynomial Time Algorithms for Learning Neural Nets of NonoverlappingPerceptrons.
Comput. Intell.
Mostefa Golea, Mario Marchand
1992 — conf
On Learning µ-Perceptron Networks with Binary Weights.
NIPS
Mostefa Golea, Mario Marchand, Thomas R. Hancock