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Statistical Confidence for Variable Selection in QSAR Models via Monte Carlo Cross-Validation

Journal of chemical information and modeling, 2008-02, Vol.48 (2), p.370-383

2008

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Biomedical Informatics and Technology: First International Conference, ACBIT 2013, Aizu-Wakamatsu, Japan, September 16-17, 2013. Revised Selected Papers

2014, 2014

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Joint multiple adaptive wavelet regression ensembles

Chemometrics and intelligent laboratory systems, 2011-10, Vol.108 (2), p.133-141

2011

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Benchmarking of QSAR Models for Blood-Brain Barrier Permeation

Journal of chemical information and modeling, 2007-07, Vol.47 (4), p.1648-1656

2007

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Robust Cross-Validation of Linear Regression QSAR Models

Journal of Chemical Information and Modeling, 2008-10, Vol.48 (10), p.2081-2094

2008

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Predictive weighting for cluster ensembles

Journal of chemometrics, 2007-07, Vol.21 (7-9), p.364-375

2007

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Classification Tree Models for the Prediction of Blood−Brain Barrier Passage of Drugs

Journal of chemical information and modeling, 2006-05, Vol.46 (3), p.1410-1419

2006

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Integrated wavelet principal component mapping for unsupervised clustering on near infra-red spectra

Chemometrics and intelligent laboratory systems, 2005-05, Vol.77 (1), p.32-42

2005

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Clustering noisy data in a reduced dimension space via multivariate regression trees

Pattern recognition, 2006-03, Vol.39 (3), p.424-431

2006

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Bagged super wavelets reduction for boosted prostate cancer classification of seldi-tof mass spectral serum profiles

Chemometrics and intelligent laboratory systems, 2006-05, Vol.82 (1), p.2-7

2006

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Adaptive wavelet modelling of a nested 3 factor experimental design in NIR chemometrics

Chemometrics and intelligent laboratory systems, 2006-05, Vol.82 (1), p.122-129

2006

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Auto-associative Multivariate Regression Trees for Cluster Analysis

Chemometrics and intelligent laboratory systems, 2006-01, Vol.80 (1), p.120-129

2006

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Classification using adaptive wavelets for feature extraction

IEEE transactions on pattern analysis and machine intelligence, 1997-10, Vol.19 (10), p.1058-1066

1997

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Evaluation of boosted regression trees (BRTs) and two-step BRT procedures to model and predict blood-brain barrier passage

Journal of chemometrics, 2007-07, Vol.21 (7-9), p.280-291

2007

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Comparative analysis of statistical pattern recognition methods in high dimensional settings

Pattern recognition, 1994-08, Vol.27 (8), p.1065-1077

1994

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Improvements to the classification performance of RDA

Journal of chemometrics, 1993-03, Vol.7 (2), p.99-115

1993

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Biomedical Informatics and Technology: First International Conference, ACBIT 2013, Aizu-Wakamatsu, Japan, September 16-17, 2013. Revised Selected Papers

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Clustering Microarrays with Predictive Weighted Ensembles

2007 IEEE Symposium on Computational Intelligence and Bioinformatics and Computational Biology, 2007, p.98-105

2007

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Statistical Confidence for Variable Selection in QSAR Models via Monte Carlo Cross-Validation

Biomedical Informatics and Technology: First International Conference, ACBIT 2013, Aizu-Wakamatsu, Japan, September 16-17, 2013. Revised Selected Papers

Joint multiple adaptive wavelet regression ensembles

Benchmarking of QSAR Models for Blood-Brain Barrier Permeation

Robust Cross-Validation of Linear Regression QSAR Models

Predictive weighting for cluster ensembles

Classification Tree Models for the Prediction of Blood−Brain Barrier Passage of Drugs

Integrated wavelet principal component mapping for unsupervised clustering on near infra-red spectra

Clustering noisy data in a reduced dimension space via multivariate regression trees

Bagged super wavelets reduction for boosted prostate cancer classification of seldi-tof mass spectral serum profiles

Adaptive wavelet modelling of a nested 3 factor experimental design in NIR chemometrics

Auto-associative Multivariate Regression Trees for Cluster Analysis

Classification using adaptive wavelets for feature extraction

Evaluation of boosted regression trees (BRTs) and two-step BRT procedures to model and predict blood-brain barrier passage

Comparative analysis of statistical pattern recognition methods in high dimensional settings

Improvements to the classification performance of RDA

Biomedical Informatics and Technology: First International Conference, ACBIT 2013, Aizu-Wakamatsu, Japan, September 16-17, 2013. Revised Selected Papers

Clustering Microarrays with Predictive Weighted Ensembles

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