Sequential Constructive Techniques

Sequential Constructive Techniques (1998)

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by Marco Muselli

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@MISC{Muselli98sequentialconstructive,
    author = {Marco Muselli},
    title = {Sequential Constructive Techniques},
    year = {1998}
}

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Abstract

Citations

3909	Neural Networks for Pattern Recognition - Bishop - 1995
3341	Pattern Classification and Scene Analysis - Duda, Hart - 1973
2529	C.J.E.: Uci repository of machine learning databases, http://www.ics.uci.edu/ ∼ mlearn/MLRepository.html - Blake, Keogh
2304	Learning Internal Representations by Error Propagation - Rumelhart, Hinton, et al. - 1986
1530	Introduction to the Theory of Neural Computation - Hertz, Krogh, et al. - 1991
1515	A Theory of the Learnable - Valiant - 1984
976	Multilayer feedforward networks are universal approximators - Hornik, Stinchcombe, et al. - 1989
842	Linear and nonlinear programming - Luenberger - 1984
816	On the uniform convergence of relative frequencies of events to their probabilities. Theory of Prob. and its - Vapnik, Chervonenkis - 1971
688	Estimation of dependencies based on empirical data - Vapnik - 1982
632	Approximation by superposition’s of a sigmoidal function - Cybenko
583	Learning representations by back-propagating errors - Rumelhart, Hinton, et al. - 1986
565	Learnability and the Vapnik Chervonenkis dimension - Blumer, Ehrenfeucht, et al. - 1989
559	Cross-validatory choice and assessment of statistical predictions - STONE - 1974
439	Beyond Regression: New Tools for Prediction and Analysis - Werbos
436	Perceptrons; An introduction to computational geometry - Minsky, Papert - 1969
375	Optimum brain damage - Cun, Denker, et al. - 1990
347	Learning decision lists - Rivest - 1987
296	What size net gives valid generalization - Baum, Haussler - 1989
285	On the approximate realization of continuous mappings by neural networks - Funahashi - 1989
283	Increased rates of convergence through learning rate adaptation - Jacobs
256	Backpropagation applied to handwritten zip code recognition - LeCun, Boser, et al. - 1989
241	Principles of neurodynamics - Rosenblatt - 1962
215	Computational vision and regularization theory - Poggio, Torre, et al. - 1985
186	Training a 3-node neural networks is np-complete - Blum, Rivest - 1992
168	The upstart algorithm: A method for constructing and training feedforward neural networks, Neural Comput - Frean - 1990
167	A new polynomial time algorithm for linear programming - Karmarkar - 1984
154	Learning distributed representations of concepts - Hinton - 1986
152	Neural Network Learning and Expert Systems - Gallant - 1994
148	Second order derivatives for network pruning: Optimal brain surgeon - Hassibi, Stork - 1993
101	Local learning algorithms - Bottou, Vapnik - 1992
98	Convergence of the Back-Propagation Method - Vogl, Mangis, et al. - 1988
86	Learning in feedforward layered networks: The tiling algorithm - Mhrd, Nadal - 1989
77	Review of neural networks for speech recognition - Lippmann
77	Learning algorithms with optimal stability in neural networks - Krauth, Mezard - 1987
76	Improving the learning speed of 2-layer neural networks by choosing initial values of the adaptive weights - Nguyen, Widrow - 1990
76	Perceptron-based Learning Algorithms - Gallant - 1990
73	Experiments on Learning by BackPropagation - Plaut, Nowlan, et al. - 1986
71	Boosting performance in neural networks - Drucker, Schapire, et al. - 1993
71	Hopfield; Large automatic learning, rule extraction and generalization - Denker, Schwartz, et al. - 1987
63	Learning logic - Parker - 1982
60	How neural nets work - Lapedes, Farber - 1988
59	Neural Net Algorithms that Learn in Polynomial Time from Examples and Queries - Baum - 1991
53	Comparison of classifier methods: a case study in handwritten digit recognition - Bottou, Cortes, et al. - 1994
53	On the identification of the convex hull of a finite set of points - Jarvis - 1973
50	Structured Induction in Expert Systems - Shapiro - 1987
49	Accelerated Learning in Layered Neural Networks - Solla, Levin, et al. - 1988
47	A convergence theorem for sequential learning in two-layer perceptrons, Europhys - Marchand, Golea, et al. - 1990
47	A “thermal” perceptron learning rule - Frean - 1992
46	A completely automatic French curve: Fitting spline functions by cross-validation,”Communications in Statistics - Wahba, Wold - 1975