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Machine learning

A Graph-Theoretic Approach for Identifying Non-Redundant and Relevant Gene Markers from Microarray Data Using Multiobjective Binary PSO

Monalisa Mandal, Anirban Mukhopadhyay

published 13 Mar 2014

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Learning to Rank Figures within a Biomedical Article

Feifan Liu, Hong Yu

published 13 Mar 2014

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Integrating Semantic Information into Multiple Kernels for Protein-Protein Interaction Extraction from Biomedical Literatures

Lishuang Li, Panpan Zhang, Tianfu Zheng, Hongying Zhang, Zhenchao Jiang, Degen Huang

published 12 Mar 2014

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Using Multi-Instance Hierarchical Clustering Learning System to Predict Yeast Gene Function

Bo Liao, Yun Li, Yan Jiang, Lijun Cai

published 12 Mar 2014

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A Formal Algorithm for Verifying the Validity of Clustering Results Based on Model Checking

Shaobin Huang, Yuan Cheng, Dapeng Lang, Ronghua Chi, Guofeng Liu

published 07 Mar 2014

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An Active Learning Approach for Rapid Characterization of Endothelial Cells in Human Tumors

Raghav K. Padmanabhan, Vinay H. Somasundar, Sandra D. Griffith, Jianliang Zhu, Drew Samoyedny, Kay See Tan, Jiahao Hu, Xuejun Liao, Lawrence Carin, Sam S. Yoon, Keith T. Flaherty, Robert S. DiPaola, Daniel F. Heitjan, Priti Lal, Michael D. Feldman, Badrinath Roysam, William M. F. Lee

published 06 Mar 2014

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Quantifying Vocal Mimicry in the Greater Racket-Tailed Drongo: A Comparison of Automated Methods and Human Assessment

Samira Agnihotri, P. V. D. S. Sundeep, Chandra Sekhar Seelamantula, Rohini Balakrishnan

published 06 Mar 2014

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Feature Selection for Chemical Sensor Arrays Using Mutual Information

X. Rosalind Wang, Joseph T. Lizier, Thomas Nowotny, Amalia Z. Berna, Mikhail Prokopenko, Stephen C. Trowell

published 04 Mar 2014

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A Topic Clustering Approach to Finding Similar Questions from Large Question and Answer Archives

Wei-Nan Zhang, Ting Liu, Yang Yang, Liujuan Cao, Yu Zhang, Rongrong Ji

published 04 Mar 2014

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Knowledge Extraction and Semantic Annotation of Text from the Encyclopedia of Life

Anne E. Thessen, Cynthia Sims Parr

published 03 Mar 2014

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PrediQt-Cx: Post Treatment Health Related Quality of Life Prediction Model for Cervical Cancer Patients

Satwant Kumar, Madhu Lata Rana, Khushboo Verma, Narayanjeet Singh, Anil Kumar Sharma, Arun Kumar Maria, Gobind Singh Dhaliwal, Harkiran Kaur Khaira, Sunil Saini

published 26 Feb 2014

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Identification of a 251 Gene Expression Signature That Can Accurately Detect M. tuberculosis in Patients with and without HIV Co-Infection

Noor Dawany, Louise C. Showe, Andrew V. Kossenkov, Celia Chang, Prudence Ive, Francesca Conradie, Wendy Stevens, Ian Sanne, Livio Azzoni, Luis J. Montaner

published 25 Feb 2014

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A Semi-Automated Pipeline for the Segmentation of Rhesus Macaque Hippocampus: Validation across a Wide Age Range

Michael R. Hunsaker, David G. Amaral

published 24 Feb 2014

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