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BMC Bioinformatics publishes selected collections of research articles, conference proceedings, reviews and reports as supplements, which are free to access online. All articles published in supplements are subject to peer review; meeting abstracts undergo review and selection by the conference. Find out more about publishing a supplement with BioMed Central.

Volume 11 Supplement 8

Proceedings of the Neural Information Processing Systems (NIPS) Workshop on Machine Learning in Computational Biology (MLCB)

Proceedings

Machine Learning in Computational Biology (MLCB) 2009

Whistler, Canada

10-11 December 2009

Edited by Yanjun Qi and Gal Chechik

Research   Open Access

Efficient motif finding algorithms for large-alphabet inputs

Pavel P Kuksa, Vladimir Pavlovic BMC Bioinformatics 2010, 11(Suppl 8):S1 (26 October 2010)

Abstract | Full text | PDF | PubMed

Research   Open Access

Graphical models for inferring single molecule dynamics

Jonathan E Bronson, Jake M Hofman, Jingyi Fei, Ruben L Gonzalez, Chris H Wiggins BMC Bioinformatics 2010, 11(Suppl 8):S2 (26 October 2010)

Abstract | Full text | PDF | PubMed

Research   Open Access

A machine learning pipeline for quantitative phenotype prediction from genotype data

Giorgio Guzzetta, Giuseppe Jurman, Cesare Furlanello BMC Bioinformatics 2010, 11(Suppl 8):S3 (26 October 2010)

Abstract | Full text | PDF | PubMed

Research   Open Access

Classifying and scoring of molecules with the NGN: new datasets, significance tests, and generalization

Eddie YT Ma, Christopher JF Cameron, Stefan C Kremer BMC Bioinformatics 2010, 11(Suppl 8):S4 (26 October 2010)

Abstract | Full text | PDF | PubMed

Research   Open Access

Inferring latent task structure for Multitask Learning by Multiple Kernel Learning

Christian Widmer, Nora C Toussaint, Yasemin Altun, Gunnar Rätsch BMC Bioinformatics 2010, 11(Suppl 8):S5 (26 October 2010)

Abstract | Full text | PDF | PubMed

Research   Open Access

Semi-supervised prediction of protein subcellular localization using abstraction augmented Markov models

Cornelia Caragea, Doina Caragea, Adrian Silvescu, Vasant Honavar BMC Bioinformatics 2010, 11(Suppl 8):S6 (26 October 2010)

Abstract | Full text | PDF | PubMed | Cited on BioMed Central

Research   Open Access

Exploiting physico-chemical properties in string kernels

Nora C Toussaint, Christian Widmer, Oliver Kohlbacher, Gunnar Rätsch BMC Bioinformatics 2010, 11(Suppl 8):S7 (26 October 2010)

Abstract | Full text | PDF | PubMed

Research   Open Access

Infinite mixture-of-experts model for sparse survival regression with application to breast cancer

Sudhir Raman, Thomas J Fuchs, Peter J Wild, Edgar Dahl, Joachim M Buhmann, Volker Roth BMC Bioinformatics 2010, 11(Suppl 8):S8 (26 October 2010)

Abstract | Full text | PDF | PubMed


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