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Machine learning algorithms

Machine Learning of Hierarchical Clustering to Segment 2D and 3D Images

Juan Nunez-Iglesias, Ryan Kennedy, Toufiq Parag, Jianbo Shi, Dmitri B. Chklovskii

published 20 Aug 2013

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Automatic Prediction of Rheumatoid Arthritis Disease Activity from the Electronic Medical Records

Chen Lin, Elizabeth W. Karlson, Helena Canhao, Timothy A. Miller, Dmitriy Dligach, Pei Jun Chen, Raul Natanael Guzman Perez, Yuanyan Shen, Michael E. Weinblatt, Nancy A. Shadick, Robert M. Plenge, Guergana K. Savova

published 16 Aug 2013

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Validity of Physician Billing Claims to Identify Deceased Organ Donors in Large Healthcare Databases

Alvin Ho-ting Li, S. Joseph Kim, Jagadish Rangrej, Damon C. Scales, Salimah Shariff, Donald A. Redelmeier, Greg Knoll, Ann Young, Amit X. Garg

published 14 Aug 2013

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Rotation-Invariant Features for Multi-Oriented Text Detection in Natural Images

Cong Yao, Xin Zhang, Xiang Bai, Wenyu Liu, Yi Ma, Zhuowen Tu

published 05 Aug 2013

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Note Onset Deviations as Musical Piece Signatures

Joan Serrà, Tan Hakan Özaslan, Josep Lluis Arcos

published 31 Jul 2013

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RFMirTarget: Predicting Human MicroRNA Target Genes with a Random Forest Classifier

Mariana R. Mendoza, Guilherme C. da Fonseca, Guilherme Loss-Morais, Ronnie Alves, Rogerio Margis, Ana L. C. Bazzan

published 26 Jul 2013

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Prediction Errors in Learning Drug Response from Gene Expression Data – Influence of Labeling, Sample Size, and Machine Learning Algorithm

Immanuel Bayer, Philip Groth, Sebastian Schneckener

published 23 Jul 2013

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A Machine Learning Method for the Prediction of Receptor Activation in the Simulation of Synapses

Jesus Montes, Elena Gomez, Angel Merchán-Pérez, Javier DeFelipe, Jose-Maria Peña

published 23 Jul 2013

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LegumeGRN: A Gene Regulatory Network Prediction Server for Functional and Comparative Studies

Mingyi Wang, Jerome Verdier, Vagner A. Benedito, Yuhong Tang, Jeremy D. Murray, Yinbing Ge, Jörg D. Becker, Helena Carvalho, Christian Rogers, Michael Udvardi, Ji He

published 03 Jul 2013

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Mining Proteins with Non-Experimental Annotations Based on an Active Sample Selection Strategy for Predicting Protein Subcellular Localization

Junzhe Cao, Wenqi Liu, Jianjun He, Hong Gu

published 26 Jun 2013

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Predicting Drug-Target Interactions for New Drug Compounds Using a Weighted Nearest Neighbor Profile

Twan van Laarhoven, Elena Marchiori

published 26 Jun 2013

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miReader: Discovering Novel miRNAs in Species without Sequenced Genome

Ashwani Jha, Ravi Shankar

published 21 Jun 2013

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Fit-for-Purpose: Species Distribution Model Performance Depends on Evaluation Criteria – Dutch Hoverflies as a Case Study

Jesús Aguirre-Gutiérrez, Luísa G. Carvalheiro, Chiara Polce, E. Emiel van Loon, Niels Raes, Menno Reemer, Jacobus C. Biesmeijer

published 14 May 2013

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