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Machine learning algorithms

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

Algebraic Comparison of Partial Lists in Bioinformatics

Giuseppe Jurman, Samantha Riccadonna, Roberto Visintainer, Cesare Furlanello

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