Classification and Regression using Mixtures of Experts

Classification and Regression using Mixtures of Experts (1997)

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by Steven Richard Waterhouse

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@TECHREPORT{Waterhouse97classificationand,
    author = {Steven Richard Waterhouse},
    title = {Classification and Regression using Mixtures of Experts},
    institution = {},
    year = {1997}
}

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3909	Neural Networks for Pattern Recognition - Bishop - 1995
3011	Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images - Geman, Geman - 1984
2888	Induction of Decision Trees - Quinlan - 1986
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
1313	Finding structure in time - Elman - 1990
969	Generalized Additive Models - Hastie, Tibshirani - 1990
917	Statistical decision theory and Bayesian analysis - Berger - 1985
882	Practical Methods of Optimization - Fletcher - 1987
787	Field Theory - Wit, Smith - 1986
719	FV: An Introduction to Bayesian Networks - Jensen - 1996
665	Adaptive mixtures of local experts - Jacobs, Jordan, et al. - 1991
655	C4.5: Programs for - Quinlan - 1993
612	A view of the EM algorithm that justifies incremental, sparse, and other variants - Neal, Hinton - 1998
559	Cross-validatory choice and assessment of statistical predictions - STONE - 1974
513	Bayesian Learning for Neural Networks - Neal - 1996
511	DM: Statistical Analysis of Finite Mixture Distributions Chichester - Titterington - 1985
443	Perceptual linear predictive (PLP) analysis of speech - Hermansky - 1990
440	Maximum likelihood linear regression for speaker adaptation of continuous density hidden markov models - Leggetter, Woodland - 1995
416	Bayesian classification (AutoClass): Theory and results - Cheeseman, Stutz - 1996
413	Parallel networks that learn to pronounce English text - Sejnowski, Rosenberg - 1987
411	SWITCHBOARD: Telephone speech corpus for research and development - Godfrey, Holliman, et al. - 1992
385	Very simple classification rules perform well on most commonly used datasets - Holte - 1993
372	Maximum a posteriori estimation for multivariate gaussian mixture observations of markov chains - Gauvain, Lee - 1994
368	Connectionist Speech Recognition: A Hybrid Approach - Bourlard, Morgan - 1993
346	A practical Bayesian framework for back-propagation networks - MacKay - 1992
345	A maximum likelihood approach to continuous speech recognition - Bahl, Jelinek - 1983
326	Multivariate adaptive regression splines - Friedman - 1991
325	Bayesian Inference in Statistical Analysis - Box, Tiao - 1973
324	A universal prior for integers and estimation by minimum description length. Ann Stat - Rissanen - 1983
315	Empirical Methods for Artificial Intelligence - Cohen - 1995
302	Linear prediction: a tutorial review - MAKHOUL - 1975
283	Increased rates of convergence through learning rate adaptation - Jacobs
267	When networks disagree: ensemble methods for hybrid neural networks - Perrone, Cooper - 1993
245	Learning and relearning in Boltzmann machines - Hinton, Sejnowski - 1986
227	Hidden Markov Models for Speech Recognition - Huang, Ariki, et al. - 1990
215	Backpropagation through time: what it does and how to do it - Werbos - 2002
213	Operations for learning with graphical models - Buntine - 1994
194	Probalistic interpretation of feedforward classification network outputs, with relationships to statistical pattern recognition - Bridle - 1990
177	Bayesian analysis in expert systems - Spiegelhalter, Dawid, et al. - 1993
167	Task decomposition through competition in a modular architecture: The what and where in vision tasks - Jacobs, Jordan, et al. - 1990
166	Statistical Field Theory - Parisi - 1988
165	An application to recurrent nets to phone probability estimation - Robinson - 1994
160	An introduction to the application of the theory of probabilistic functions of a Markov process to automatic speech recognition - Levinson, Rabiner, et al. - 1983
156	Some statistical issues in the comparison of speech recognition algorithms - Gillick, Cox - 1989
156	Serial Order: A parallel Distributed Processing Approach - Jordan - 1986
151	Transfer of learning by composing solutions of elemental sequential tasks - Singh - 1992
141	Analysis of Time Series Subject to Changes in Regime - Hamilton - 1990
140	Control methods used in a study of the vowels - Peterson, Barney - 1952
136	Speaker-independent isolated word recognition using dynamic features of speech spectrum - Furui - 1986