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Machine learning

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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Protein-RNA Complexes and Efficient Automatic Docking: Expanding RosettaDock Possibilities

Adrien Guilhot-Gaudeffroy, Christine Froidevaux, Jérôme Azé, Julie Bernauer

published 30 Sep 2014

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Hessian-Regularized Co-Training for Social Activity Recognition

Weifeng Liu, Yang Li, Xu Lin, Dacheng Tao, Yanjiang Wang

published 26 Sep 2014

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Angiopoietin-1, Angiopoietin-2 and Bicarbonate as Diagnostic Biomarkers in Children with Severe Sepsis

Kun Wang, Vineet Bhandari, John S. Giuliano Jr, Corey S. O′Hern, Mark D. Shattuck, Michael Kirby

published 25 Sep 2014

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Contourlet Textual Features: Improving the Diagnosis of Solitary Pulmonary Nodules in Two Dimensional CT Images

Jingjing Wang, Tao Sun, Ni Gao, Desmond Dev Menon, Yanxia Luo, Qi Gao, Xia Li, Wei Wang, Huiping Zhu, Pingxin Lv, Zhigang Liang, Lixin Tao, Xiangtong Liu, Xiuhua Guo

published 24 Sep 2014

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Conceptualizing Cancer Drugs as Classifiers

Patrick Nathan Lawlor, Tomer Kalisky, Robert Rosner, Marsha Rich Rosner, Konrad Paul Kording

published 23 Sep 2014

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Combining Structural Modeling with Ensemble Machine Learning to Accurately Predict Protein Fold Stability and Binding Affinity Effects upon Mutation

Niklas Berliner, Joan Teyra, Recep Çolak, Sebastian Garcia Lopez, Philip M. Kim

published 22 Sep 2014

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Quantification of the Heterogeneity of Prognostic Cellular Biomarkers in Ewing Sarcoma Using Automated Image and Random Survival Forest Analysis

Claudia Bühnemann, Simon Li, Haiyue Yu, Harriet Branford White, Karl L. Schäfer, Antonio Llombart-Bosch, Isidro Machado, Piero Picci, Pancras C. W. Hogendoorn, Nicholas A. Athanasou, J. Alison Noble, A. Bassim Hassan

published 22 Sep 2014

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The Complexity of Human Walking: A Knee Osteoarthritis Study

Margarita Kotti, Lynsey D. Duffell, Aldo A. Faisal, Alison H. McGregor

published 18 Sep 2014

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A New Supervised Over-Sampling Algorithm with Application to Protein-Nucleotide Binding Residue Prediction

Jun Hu, Xue He, Dong-Jun Yu, Xi-Bei Yang, Jing-Yu Yang, Hong-Bin Shen

published 17 Sep 2014

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Finding Candidate Drugs for Hepatitis C Based on Chemical-Chemical and Chemical-Protein Interactions

Lei Chen, Jing Lu, Tao Huang, Jun Yin, Lai Wei, Yu-Dong Cai

published 16 Sep 2014

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