Mostefa Golea - researchr alias

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Viewing Publication 1 - 15 from 15

2002

Generalization Error of Combined ClassifiersLlew Mason, Peter L. Bartlett, Mostefa Golea. jcss, 65(2):415-438, 2002. [doi]

1998

The truth will come to light: directions and challenges in extracting the knowledge embedded within trained artificial neural networksAlan B. Tickle, Robert Andrews, Mostefa Golea, Joachim Diederich. tnn, 9(6):1057-1068, 1998. [doi]

1997

Generalization in Decision Trees and DNF: Does Size Matter?Mostefa Golea, Peter L. Bartlett, Wee Sun Lee, Llew Mason. nips 1998: 259-265

The truth is in there: current issues in extracting rules from trained feedforward artificial neural networksAlan B. Tickle, Mostefa Golea, Ross Hayward, Joachim Diederich. icnn 1997: 2530-2534 [doi]

1996

Stochastic simple recurrent neural networksMostefa Golea, Masahiro Matsuoka, Yasubumi Sakakibara. icgi 1996: 262-273

On learning ?-perceptron networks on the uniform distributionMostefa Golea, Mario Marchand, Thomas R. Hancock. NN, 9(1):67-82, 1996. [doi]

1995

Average case analysis of a learning algorithm for µ-DNF expressionsMostefa Golea. eurocolt 1995: 342-356

Simple recurrent networks as generalized hidden Markov models with distributed representationsYasubumi Sakakibara, Mostefa Golea. icnn 1995: 979-984 [doi]

1994

Average Case Analysis of an Hebb-Type Rule that Finds the Network ConnectivityMostefa Golea. IJNS, 5(2):115-122, 1994. [doi]

Learning Nonoverlapping Perceptron Networks from Examples and Membership QueriesThomas R. Hancock, Mostefa Golea, Mario Marchand. ml, 16(3):161-183, 1994.

1993

On learning simple deterministic and probabilistic neural conceptsMostefa Golea, Mario Marchand. eurocolt 1994: 47-60

Average Case Analysis of the Clipped Hebb Rule for Nonoverlapping Perception NetworksMostefa Golea, Mario Marchand. colt 1993: 151-157 [doi]

On Learning Perceptrons with Binary WeightsMostefa Golea, Mario Marchand. neco, 5(5):767-782, 1993. [doi]

Polynomial Time Algorithms for Learning Neural Nets of NonoverlappingPerceptronsMostefa Golea, Mario Marchand. ci, 9:155-170, 1993.

1992

On Learning µ-Perceptron Networks with Binary WeightsMostefa Golea, Mario Marchand, Thomas R. Hancock. nips 1993: 591-598 [doi]

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