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Machine learning algorithms

A Probabilistic Model for Cell Population Phenotyping Using HCS Data

Edouard Pauwels, Didier Surdez, [ ... ], Véronique Stoven

Changes in Community Structure of Resting State Functional Connectivity in Unipolar Depression

Anton Lord, Dorothea Horn, Michael Breakspear, Martin Walter

Integrating Local and Global Error Statistics for Multi-Scale RBF Network Training: An Assessment on Remote Sensing Data

Giorgos Mountrakis, Wei Zhuang

A Multicriteria Decision Making Approach for Estimating the Number of Clusters in a Data Set

Yi Peng, Yong Zhang, Gang Kou, Yong Shi

Which Is a More Accurate Predictor in Colorectal Survival Analysis? Nine Data Mining Algorithms vs. the TNM Staging System

Peng Gao, Xin Zhou, [ ... ], Hui-mian Xu

Prediction of Carbohydrate Binding Sites on Protein Surfaces with 3-Dimensional Probability Density Distributions of Interacting Atoms

Keng-Chang Tsai, Jhih-Wei Jian, [ ... ], An-Suei Yang

Teamwork: Improved eQTL Mapping Using Combinations of Machine Learning Methods

Marit Ackermann, Mathieu Clément-Ziza, Jacob J. Michaelson, Andreas Beyer

Systems Biological Approach of Molecular Descriptors Connectivity: Optimal Descriptors for Oral Bioavailability Prediction

Shiek S. S. J. Ahmed, V. Ramakrishnan

Using Rule-Based Machine Learning for Candidate Disease Gene Prioritization and Sample Classification of Cancer Gene Expression Data

Enrico Glaab, Jaume Bacardit, Jonathan M. Garibaldi, Natalio Krasnogor

CBFS: High Performance Feature Selection Algorithm Based on Feature Clearness

Minseok Seo, Sejong Oh

Combined SVM-CRFs for Biological Named Entity Recognition with Maximal Bidirectional Squeezing

Fei Zhu, Bairong Shen

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

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

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

Ching-Tai Chen, Hung-Pin Peng, [ ... ], An-Suei Yang

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