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Michael Golay

affiliation not provided to SSRN

SCHOLARLY PAPERS

5

DOWNLOADS

662

TOTAL CITATIONS

2

Scholarly Papers (5)

1.

Survey of Model Selection and Model Combination

Number of pages: 39 Posted: 17 Jan 2011
Mingyang Xu and Michael Golay
affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 251 (303,770)
Citation 2

Abstract:

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Model selection, model combination, model distance, principle of parsimony, generability estimation

2.

Candidate Model Choice in Feature-Based Model Combination

Number of pages: 19 Posted: 17 Jan 2011
Mingyang Xu and Michael Golay
affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 145 (508,926)

Abstract:

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Candidate model choice, feature-based model combination, model assessment, Bayesian information aggregation

3.

Adaptive Fuzzy Mixture of Local Feature Models

Number of pages: 32 Posted: 17 Jan 2011
Mingyang Xu and Michael Golay
affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 91 (736,406)

Abstract:

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Adaptive fuzzy mixture, local feature model, PCA, ICA, phase transition, fuzzy parametric clustering, Real-coded Genetic Algorithm

4.

Data-Guided Model Combination by Decomposition and Aggregation

Machine Learning, Vol. 63, No. 1, pp. 43-67
Number of pages: 30 Posted: 17 Jan 2011
Mingyang Xu and Michael Golay
affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 90 (742,061)

Abstract:

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Model Selection, Model Combination, Model Dependence, Model Structure, Model Decomposition, Principal Component Analysis, Independent Component Analysis, BIC, Cross-Validation

5.

Individual Shrinkage-Based Fuzzy Variable Selection

Number of pages: 17 Posted: 17 Jan 2011
Mingyang Xu and Michael Golay
affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 85 (771,553)

Abstract:

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Model selection, multiple regression, generalized ridge regression, effective model dimensionality, genetic algorithm, derivative-free local optimization