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Machine learning

Occupancy Classification of Position Weight Matrix-Inferred Transcription Factor Binding Sites

Hollis Wright, Aaron Cohen, [ ... ], Shannon McWeeney

Automated Detection and Segmentation of Synaptic Contacts in Nearly Isotropic Serial Electron Microscopy Images

Anna Kreshuk, Christoph N. Straehle, [ ... ], Fred A. Hamprecht

Graph Constrained Discriminant Analysis: A New Method for the Integration of a Graph into a Classification Process

Vincent Guillemot, Arthur Tenenhaus, Laurent Le Brusquet, Vincent Frouin

VDA, a Method of Choosing a Better Algorithm with Fewer Validations

Francesco Strino, Fabio Parisi, Yuval Kluger

An MRI-Derived Definition of MCI-to-AD Conversion for Long-Term, Automatic Prognosis of MCI Patients

Yaman Aksu, David J. Miller, [ ... ], Qing X. Yang

Predicting P-Glycoprotein-Mediated Drug Transport Based On Support Vector Machine and Three-Dimensional Crystal Structure of P-glycoprotein

Zsolt Bikadi, Istvan Hazai, [ ... ], Qingcheng Mao

Computational Prediction of Heme-Binding Residues by Exploiting Residue Interaction Network

Rong Liu, Jianjun Hu

Outcome Prediction in Pneumonia Induced ALI/ARDS by Clinical Features and Peptide Patterns of BALF Determined by Mass Spectrometry

Jochen Frenzel, Christian Gessner, [ ... ], Hubert Wirtz

A Comparison of Methods for Classifying Clinical Samples Based on Proteomics Data: A Case Study for Statistical and Machine Learning Approaches

Dayle L. Sampson, Tony J. Parker, Zee Upton, Cameron P. Hurst

The Biological Basis of a Universal Constraint on Color Naming: Cone Contrasts and the Two-Way Categorization of Colors

Youping Xiao, Christopher Kavanau, Lauren Bertin, Ehud Kaplan

iDNA-Prot: Identification of DNA Binding Proteins Using Random Forest with Grey Model

Wei-Zhong Lin, Jian-An Fang, Xuan Xiao, Kuo-Chen Chou

MultiMiTar: A Novel Multi Objective Optimization based miRNA-Target Prediction Method

Ramkrishna Mitra, Sanghamitra Bandyopadhyay

Gene Expression Changes in Phosphorus Deficient Potato (Solanum tuberosum L.) Leaves and the Potential for Diagnostic Gene Expression Markers

John P. Hammond, Martin R. Broadley, [ ... ], Philip J. White

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