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Machine learning algorithms

Effective Classification and Gene Expression Profiling for the Facioscapulohumeral Muscular Dystrophy

Félix F. González-Navarro, Lluís A. Belanche-Muñoz, Karen A. Silva-Colón

published 13 Dec 2013

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ReliefSeq: A Gene-Wise Adaptive-K Nearest-Neighbor Feature Selection Tool for Finding Gene-Gene Interactions and Main Effects in mRNA-Seq Gene Expression Data

Brett A. McKinney, Bill C. White, Diane E. Grill, Peter W. Li, Richard B. Kennedy, Gregory A. Poland, Ann L. Oberg

published 10 Dec 2013

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Bayesian Networks for Clinical Decision Support in Lung Cancer Care

M. Berkan Sesen, Ann E. Nicholson, Rene Banares-Alcantara, Timor Kadir, Michael Brady

published 06 Dec 2013

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A Machine Learning Approach to Automated Structural Network Analysis: Application to Neonatal Encephalopathy

Etay Ziv, Olga Tymofiyeva, Donna M. Ferriero, A. James Barkovich, Chris P. Hess, Duan Xu

published 25 Nov 2013

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Extreme Learning Machine-Based Classification of ADHD Using Brain Structural MRI Data

Xiaolong Peng, Pan Lin, Tongsheng Zhang, Jue Wang

published 19 Nov 2013

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Exploratory Search on Twitter Utilizing User Feedback and Multi-Perspective Microblog Analysis

Michal Zilincik, Pavol Navrat, Gabriela Koskova

published 12 Nov 2013

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Epitope Predictions Indicate the Presence of Two Distinct Types of Epitope-Antibody-Reactivities Determined by Epitope Profiling of Intravenous Immunoglobulins

Mitja Luštrek, Peter Lorenz, Michael Kreutzer, Zilliang Qian, Felix Steinbeck, Di Wu, Nadine Born, Bjoern Ziems, Michael Hecker, Miri Blank, Yehuda Shoenfeld, Zhiwei Cao, Michael O. Glocker, Yixue Li, Georg Fuellen, Hans-Jürgen Thiesen

published 11 Nov 2013

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Precise-Spike-Driven Synaptic Plasticity: Learning Hetero-Association of Spatiotemporal Spike Patterns

Qiang Yu, Huajin Tang, Kay Chen Tan, Haizhou Li

published 05 Nov 2013

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Using Information Interaction to Discover Epistatic Effects in Complex Diseases

Orlando Anunciação, Susana Vinga, Arlindo L. Oliveira

published 23 Oct 2013

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Combining Position Weight Matrices and Document-Term Matrix for Efficient Extraction of Associations of Methylated Genes and Diseases from Free Text

Arwa Bin Raies, Hicham Mansour, Roberto Incitti, Vladimir B. Bajic

published 16 Oct 2013

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Confidence-Guided Local Structure Prediction with HHfrag

Ivan Kalev, Michael Habeck

published 16 Oct 2013

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Efficient Computation of k-Nearest Neighbour Graphs for Large High-Dimensional Data Sets on GPU Clusters

Ali Dashti, Ivan Komarov, Roshan M. D’Souza

published 23 Sep 2013

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A Consistency-Based Feature Selection Method Allied with Linear SVMs for HIV-1 Protease Cleavage Site Prediction

Orkun Öztürk, Alper Aksaç, Abdallah Elsheikh, Tansel Özyer, Reda Alhajj

published 23 Aug 2013

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