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Machine learning

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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A Compound Fault Diagnosis for Rolling Bearings Method Based on Blind Source Separation and Ensemble Empirical Mode Decomposition

Huaqing Wang, Ruitong Li, Gang Tang, Hongfang Yuan, Qingliang Zhao, Xi Cao

published 07 Oct 2014

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Feature Selection for Speech Emotion Recognition in Spanish and Basque: On the Use of Machine Learning to Improve Human-Computer Interaction

Andoni Arruti, Idoia Cearreta, Aitor Álvarez, Elena Lazkano, Basilio Sierra

published 03 Oct 2014

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Trainable High Resolution Melt Curve Machine Learning Classifier for Large-Scale Reliable Genotyping of Sequence Variants

Pornpat Athamanolap, Vishwa Parekh, Stephanie I. Fraley, Vatsal Agarwal, Dong J. Shin, Michael A. Jacobs, Tza-Huei Wang, Samuel Yang

published 02 Oct 2014

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