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Machine learning

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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Toward a Semi-Self-Paced EEG Brain Computer Interface: Decoding Initiation State from Non-Initiation State in Dedicated Time Slots

Lingling Yang, Howard Leung, David A. Peterson, Terrence J. Sejnowski, Howard Poizner

published 21 Feb 2014

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Love Thy Neighbour: Automatic Animal Behavioural Classification of Acceleration Data Using the K-Nearest Neighbour Algorithm

Owen R. Bidder, Hamish A. Campbell, Agustina Gómez-Laich, Patricia Urgé, James Walker, Yuzhi Cai, Lianli Gao, Flavio Quintana, Rory P. Wilson

published 21 Feb 2014

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Effective Dysphonia Detection Using Feature Dimension Reduction and Kernel Density Estimation for Patients with Parkinson’s Disease

Shanshan Yang, Fang Zheng, Xin Luo, Suxian Cai, Yunfeng Wu, Kaizhi Liu, Meihong Wu, Jian Chen, Sridhar Krishnan

published 20 Feb 2014

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PalmPred: An SVM Based Palmitoylation Prediction Method Using Sequence Profile Information

Bandana Kumari, Ravindra Kumar, Manish Kumar

published 19 Feb 2014

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The Social Nestwork: Tree Structure Determines Nest Placement in Kenyan Weaverbird Colonies

Maria Angela Echeverry-Galvis, Jennifer K. Peterson, Rajmonda Sulo-Caceres

published 13 Feb 2014

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