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Machine learning

Unsupervised Spatial Event Detection in Targeted Domains with Applications to Civil Unrest Modeling

Liang Zhao, Feng Chen, Jing Dai, Ting Hua, Chang-Tien Lu, Naren Ramakrishnan

published 28 Oct 2014

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CarSPred: A Computational Tool for Predicting Carbonylation Sites of Human Proteins

Hongqiang Lv, Jiuqiang Han, Jun Liu, Jiguang Zheng, Ruiling Liu, Dexing Zhong

published 27 Oct 2014

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A Composite Model for Subgroup Identification and Prediction via Bicluster Analysis

Hung-Chia Chen, Wen Zou, Tzu-Pin Lu, James J. Chen

published 27 Oct 2014

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SVM-Based Synthetic Fingerprint Discrimination Algorithm and Quantitative Optimization Strategy

Suhang Chen, Sheng Chang, Qijun Huang, Jin He, Hao Wang, Qiangui Huang

published 27 Oct 2014

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A Machine Learning Approach to Identify Clinical Trials Involving Nanodrugs and Nanodevices from ClinicalTrials.gov

Diana de la Iglesia, Miguel García-Remesal, Alberto Anguita, Miguel Muñoz-Mármol, Casimir Kulikowski, Víctor Maojo

published 27 Oct 2014

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Combining Physicochemical and Evolutionary Information for Protein Contact Prediction

Michael Schneider, Oliver Brock

published 22 Oct 2014

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COPASutils: An R Package for Reading, Processing, and Visualizing Data from COPAS Large-Particle Flow Cytometers

Tyler C. Shimko, Erik C. Andersen

published 20 Oct 2014

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Measuring the Effect of Inter-Study Variability on Estimating Prediction Error

Shuyi Ma, Jaeyun Sung, Andrew T. Magis, Yuliang Wang, Donald Geman, Nathan D. Price

published 17 Oct 2014

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AdaBoost Based Multi-Instance Transfer Learning for Predicting Proteome-Wide Interactions between Salmonella and Human Proteins

Suyu Mei, Hao Zhu

published 17 Oct 2014

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Active Semi-Supervised Community Detection Based on Must-Link and Cannot-Link Constraints

Jianjun Cheng, Mingwei Leng, Longjie Li, Hanhai Zhou, Xiaoyun Chen

published 17 Oct 2014

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Differentiating Coeliac Disease from Irritable Bowel Syndrome by Urinary Volatile Organic Compound Analysis – A Pilot Study

Ramesh P. Arasaradnam, Eric Westenbrink, Michael J. McFarlane, Ruth Harbord, Samantha Chambers, Nicola O’Connell, Catherine Bailey, Chuka U. Nwokolo, Karna D. Bardhan, Richard Savage, James A. Covington

published 16 Oct 2014

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Revision of the Cognitive Assessment for Dementia, iPad Version (CADi2)

Keiichi Onoda, Shuhei Yamaguchi

published 13 Oct 2014

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Data-Driven Decisions for Reducing Readmissions for Heart Failure: General Methodology and Case Study

Mohsen Bayati, Mark Braverman, Michael Gillam, Karen M. Mack, George Ruiz, Mark S. Smith, Eric Horvitz

published 08 Oct 2014

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