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Machine learning

A Comparison of MCC and CEN Error Measures in Multi-Class Prediction

Giuseppe Jurman, Samantha Riccadonna, Cesare Furlanello

published 08 Aug 2012

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

Giorgos Mountrakis, Wei Zhuang

published 02 Aug 2012

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

Yi Peng, Yong Zhang, Gang Kou, Yong Shi

published 27 Jul 2012

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Proteochemometric Modeling of the Bioactivity Spectra of HIV-1 Protease Inhibitors by Introducing Protein-Ligand Interaction Fingerprint

Qi Huang, Haixiao Jin, Qi Liu, Qiong Wu, Hong Kang, Zhiwei Cao, Ruixin Zhu

published 27 Jul 2012

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

Peng Gao, Xin Zhou, Zhen-ning Wang, Yong-xi Song, Lin-lin Tong, Ying-ying Xu, Zhen-yu Yue, Hui-mian Xu

published 25 Jul 2012

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

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

published 25 Jul 2012

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Prediction and Analysis of the Protein Interactome in Pseudomonas aeruginosa to Enable Network-Based Drug Target Selection

Minlu Zhang, Shengchang Su, Raj K. Bhatnagar, Daniel J. Hassett, Long J. Lu

published 24 Jul 2012

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Teamwork: Improved eQTL Mapping Using Combinations of Machine Learning Methods

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

published 24 Jul 2012

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Classification of Lung Cancer Tumors Based on Structural and Physicochemical Properties of Proteins by Bioinformatics Models

Faezeh Hosseinzadeh, Mansour Ebrahimi, Bahram Goliaei, Narges Shamabadi

published 19 Jul 2012

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

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

published 16 Jul 2012

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Integration of Clinical and Gene Expression Data Has a Synergetic Effect on Predicting Breast Cancer Outcome

Martin H. van Vliet, Hugo M. Horlings, Marc J. van de Vijver, Marcel J. T. Reinders, Lodewyk F. A. Wessels

published 11 Jul 2012

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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

published 11 Jul 2012

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CBFS: High Performance Feature Selection Algorithm Based on Feature Clearness

Minseok Seo, Sejong Oh

published 06 Jul 2012

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