Prediction of protein crystallization using collocation of amino acid pairs.

[1]  Xiaoyong Zou,et al.  Using pseudo-amino acid composition and support vector machine to predict protein structural class. , 2006, Journal of theoretical biology.

[2]  Lukasz A. Kurgan,et al.  Prediction of structural classes for protein sequences and domains - Impact of prediction algorithms, sequence representation and homology, and test procedures on accuracy , 2006, Pattern Recognit..

[3]  Scott Dick,et al.  Classifier ensembles for protein structural class prediction with varying homology. , 2006, Biochemical and biophysical research communications.

[4]  Lukasz A. Kurgan,et al.  Optimization of the Sliding Window Size for Protein Structure Prediction , 2006, 2006 IEEE Symposium on Computational Intelligence and Bioinformatics and Computational Biology.

[5]  Dmitrij Frishman,et al.  Will my protein crystallize? A sequence‐based predictor , 2005, Proteins.

[6]  Zheng Yuan,et al.  Better prediction of protein contact number using a support vector regression analysis of amino acid sequence , 2005, BMC Bioinformatics.

[7]  Kuo-Chen Chou,et al.  Using optimized evidence-theoretic K-nearest neighbor classifier and pseudo-amino acid composition to predict membrane protein types. , 2005, Biochemical and biophysical research communications.

[8]  David W. Aha,et al.  Instance-Based Learning Algorithms , 1991, Machine Learning.

[9]  Cheryl H. Arrowsmith,et al.  Structural Proteomics: Toward High‐Throughput Structural Biology as a Tool in Functional Genomics , 2003 .

[10]  Mark A. Hall,et al.  Correlation-based Feature Selection for Machine Learning , 2003 .

[11]  D. Patel,et al.  Kurt Wüthrich and NMR of biological macromolecules. , 2002, Structure.

[12]  Adam Godzik,et al.  Tolerating some redundancy significantly speeds up clustering of large protein databases , 2002, Bioinform..

[13]  S. Sathiya Keerthi,et al.  Improvements to Platt's SMO Algorithm for SVM Classifier Design , 2001, Neural Computation.

[14]  Ian Witten,et al.  Data Mining , 2000 .

[15]  K. Moffat,et al.  New techniques in fast time-resolved structure determination. , 2000, Cellular and molecular biology.

[16]  T. N. Bhat,et al.  The Protein Data Bank , 2000, Nucleic Acids Res..

[17]  Ian H. Witten,et al.  Data mining: practical machine learning tools and techniques, 3rd Edition , 1999 .

[18]  Pat Langley,et al.  Estimating Continuous Distributions in Bayesian Classifiers , 1995, UAI.

[19]  J. Ross Quinlan,et al.  C4.5: Programs for Machine Learning , 1992 .

[20]  S. Cessie,et al.  Ridge Estimators in Logistic Regression , 1992 .

[21]  Aiko M. Hormann,et al.  Programs for Machine Learning. Part I , 1962, Inf. Control..