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Machine learning

SUMOhydro: A Novel Method for the Prediction of Sumoylation Sites Based on Hydrophobic Properties

Yong-Zi Chen, Zhen Chen, Yu-Ai Gong, Guoguang Ying

published 14 Jun 2012

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Multi-Label Multi-Kernel Transfer Learning for Human Protein Subcellular Localization

Suyu Mei

published 13 Jun 2012

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Protein-Protein Interaction Site Predictions with Three-Dimensional Probability Distributions of Interacting Atoms on Protein Surfaces

Ching-Tai Chen, Hung-Pin Peng, Jhih-Wei Jian, Keng-Chang Tsai, Jeng-Yih Chang, Ei-Wen Yang, Jun-Bo Chen, Shinn-Ying Ho, Wen-Lian Hsu, An-Suei Yang

published 06 Jun 2012

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Semi-Automated Image Analysis for the Assessment of Megafaunal Densities at the Arctic Deep-Sea Observatory HAUSGARTEN

Timm Schoening, Melanie Bergmann, Jörg Ontrup, James Taylor, Jennifer Dannheim, Julian Gutt, Autun Purser, Tim W. Nattkemper

published 05 Jun 2012

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A Systematic Prediction of Multiple Drug-Target Interactions from Chemical, Genomic, and Pharmacological Data

Hua Yu, Jianxin Chen, Xue Xu, Yan Li, Huihui Zhao, Yupeng Fang, Xiuxiu Li, Wei Zhou, Wei Wang, Yonghua Wang

published 30 May 2012

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A Predictive Model of Intein Insertion Site for Use in the Engineering of Molecular Switches

James Apgar, Mary Ross, Xiao Zuo, Sarah Dohle, Derek Sturtevant, Binzhang Shen, Humberto de la Vega, Philip Lessard, Gabor Lazar, R. Michael Raab

published 23 May 2012

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Pattern Classification of Large-Scale Functional Brain Networks: Identification of Informative Neuroimaging Markers for Epilepsy

Jie Zhang, Wei Cheng, ZhengGe Wang, ZhiQiang Zhang, WenLian Lu, GuangMing Lu, Jianfeng Feng

published 17 May 2012

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Algebraic Comparison of Partial Lists in Bioinformatics

Giuseppe Jurman, Samantha Riccadonna, Roberto Visintainer, Cesare Furlanello

published 17 May 2012

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Distributed Medical Image Analysis and Diagnosis through Crowd-Sourced Games: A Malaria Case Study

Sam Mavandadi, Stoyan Dimitrov, Steve Feng, Frank Yu, Uzair Sikora, Oguzhan Yaglidere, Swati Padmanabhan, Karin Nielsen, Aydogan Ozcan

published 11 May 2012

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Fall Classification by Machine Learning Using Mobile Phones

Mark V. Albert, Konrad Kording, Megan Herrmann, Arun Jayaraman

published 07 May 2012

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Linking the Epigenome to the Genome: Correlation of Different Features to DNA Methylation of CpG Islands

Clemens Wrzodek, Finja Büchel, Georg Hinselmann, Johannes Eichner, Florian Mittag, Andreas Zell

published 30 Apr 2012

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L1pred: A Sequence-Based Prediction Tool for Catalytic Residues in Enzymes with the L1-logreg Classifier

Yongchao Dou, Jun Wang, Jialiang Yang, Chi Zhang

published 27 Apr 2012

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Decoding Semi-Constrained Brain Activity from fMRI Using Support Vector Machines and Gaussian Processes

Jessica Schrouff, Caroline Kussé, Louis Wehenkel, Pierre Maquet, Christophe Phillips

published 26 Apr 2012

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