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Machine learning

Combinatorial Expression Rules of Ion Channel Genes in Juvenile Rat (Rattus norvegicus) Neocortical Neurons

Georges Khazen, Sean L. Hill, Felix Schürmann, Henry Markram

published 11 Apr 2012

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Speech Graphs Provide a Quantitative Measure of Thought Disorder in Psychosis

Natalia B. Mota, Nivaldo A. P. Vasconcelos, Nathalia Lemos, Ana C. Pieretti, Osame Kinouchi, Guillermo A. Cecchi, Mauro Copelli, Sidarta Ribeiro

published 09 Apr 2012

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One Plus One Makes Three (for Social Networks)

Emöke-Ágnes Horvát, Michael Hanselmann, Fred A. Hamprecht, Katharina A. Zweig

published 06 Apr 2012

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A Bayesian Model for Exploiting Application Constraints to Enable Unsupervised Training of a P300-based BCI

Pieter-Jan Kindermans, David Verstraeten, Benjamin Schrauwen

published 04 Apr 2012

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The Glass is Half-Full: Overestimating the Quality of a Novel Environment is Advantageous

Oded Berger-Tal, Tal Avgar

published 03 Apr 2012

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Comprehensive Decision Tree Models in Bioinformatics

Gregor Stiglic, Simon Kocbek, Igor Pernek, Peter Kokol

published 30 Mar 2012

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A Classification Method Based on Principal Components of SELDI Spectra to Diagnose of Lung Adenocarcinoma

Qiang Lin, Qianqian Peng, Feng Yao, Xu-Feng Pan, Li-Wen Xiong, Yi Wang, Jun-Feng Geng, Jiu-Xian Feng, Bao-Hui Han, Guo-Liang Bao, Yu Yang, Xiaotian Wang, Li Jin, Wensheng Guo, Jiu-Cun Wang

published 26 Mar 2012

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A Unified Multitask Architecture for Predicting Local Protein Properties

Yanjun Qi, Merja Oja, Jason Weston, William Stafford Noble

published 26 Mar 2012

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Rationalization and Design of the Complementarity Determining Region Sequences in an Antibody-Antigen Recognition Interface

Chung-Ming Yu, Hung-Pin Peng, Ing-Chien Chen, Yu-Ching Lee, Jun-Bo Chen, Keng-Chang Tsai, Ching-Tai Chen, Jeng-Yih Chang, Ei-Wen Yang, Po-Chiang Hsu, Jhih-Wei Jian, Hung-Ju Hsu, Hung-Ju Chang, Wen-Lian Hsu, Kai-Fa Huang, Alex Che Ma, An-Suei Yang

published 22 Mar 2012

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In Silico Investigation of Potential Src Kinase Ligands from Traditional Chinese Medicine

Weng Ieong Tou, Calvin Yu-Chian Chen

published 21 Mar 2012

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Integrated Sequence-Structure Motifs Suffice to Identify microRNA Precursors

Xiuqin Liu, Shunmin He, Geir Skogerbø, Fuzhou Gong, Runsheng Chen

published 15 Mar 2012

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Molecular Prognostic Prediction for Locally Advanced Nasopharyngeal Carcinoma by Support Vector Machine Integrated Approach

Xiang-Bo Wan, Yan Zhao, Xin-Juan Fan, Hong-Min Cai, Yan Zhang, Ming-Yuan Chen, Jie Xu, Xiang-Yuan Wu, Hong-Bo Li, Yi-Xin Zeng, Ming-Huang Hong, Quentin Liu

published 09 Mar 2012

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Effect of Size and Heterogeneity of Samples on Biomarker Discovery: Synthetic and Real Data Assessment

Barbara Di Camillo, Tiziana Sanavia, Matteo Martini, Giuseppe Jurman, Francesco Sambo, Annalisa Barla, Margherita Squillario, Cesare Furlanello, Gianna Toffolo, Claudio Cobelli

published 05 Mar 2012

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