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Machine learning

A Generalizable Brain-Computer Interface (BCI) Using Machine Learning for Feature Discovery

Ewan S. Nurse, Philippa J. Karoly, David B. Grayden, Dean R. Freestone

published 26 Jun 2015

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Choosing the Most Effective Pattern Classification Model under Learning-Time Constraint

Priscila T. M. Saito, Rodrigo Y. M. Nakamura, Willian P. Amorim, João P. Papa, Pedro J. de Rezende, Alexandre X. Falcão

published 26 Jun 2015

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Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions

Tomislav Hengl, Gerard B. M. Heuvelink, Bas Kempen, Johan G. B. Leenaars, Markus G. Walsh, Keith D. Shepherd, Andrew Sila, Robert A. MacMillan, Jorge Mendes de Jesus, Lulseged Tamene, Jérôme E. Tondoh

published 25 Jun 2015

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The ACTN3 R577X Polymorphism Is Associated with Cardiometabolic Fitness in Healthy Young Adults

Chelsea L. Deschamps, Kimberly E. Connors, Matthias S. Klein, Virginia L. Johnsen, Jane Shearer, Hans J. Vogel, Joseph M. Devaney, Heather Gordish-Dressman, Gina M. Many, Whitney Barfield, Eric P. Hoffman, William E. Kraus, Dustin S. Hittel

published 24 Jun 2015

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The Application of Auto-Disturbance Rejection Control Optimized by Least Squares Support Vector Machines Method and Time-Frequency Representation in Voltage Source Converter-High Voltage Direct Current System

Ying-Pei Liu, Hai-Ping Liang, Zhong-Ke Gao

published 22 Jun 2015

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Multiclass Support Vector Machine-Based Lesion Mapping Predicts Functional Outcome in Ischemic Stroke Patients

Nils Daniel Forkert, Tobias Verleger, Bastian Cheng, Götz Thomalla, Claus C. Hilgetag, Jens Fiehler

published 22 Jun 2015

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Rule Extraction Based on Extreme Learning Machine and an Improved Ant-Miner Algorithm for Transient Stability Assessment

Yang Li, Guoqing Li, Zhenhao Wang

published 19 Jun 2015

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FctClus: A Fast Clustering Algorithm for Heterogeneous Information Networks

Jing Yang, Limin Chen, Jianpei Zhang

published 19 Jun 2015

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Comparing Different Classifiers in Sensory Motor Brain Computer Interfaces

Hossein Bashashati, Rabab K. Ward, Gary E. Birch, Ali Bashashati

published 19 Jun 2015

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Pareto Optimization Identifies Diverse Set of Phosphorylation Signatures Predicting Response to Treatment with Dasatinib

Martin Klammer, J. Nikolaj Dybowski, Daniel Hoffmann, Christoph Schaab

published 17 Jun 2015

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Computational Identification of Protein Pupylation Sites by Using Profile-Based Composition of k-Spaced Amino Acid Pairs

Md. Mehedi Hasan, Yuan Zhou, Xiaotian Lu, Jinyan Li, Jiangning Song, Ziding Zhang

published 16 Jun 2015

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Predicting Positive and Negative Relationships in Large Social Networks

Guan-Nan Wang, Hui Gao, Lian Chen, Dennis N. A. Mensah, Yan Fu

published 15 Jun 2015

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Checking the STEP-Associated Trafficking and Internalization of Glutamate Receptors for Reduced Cognitive Deficits: A Machine Learning Approach-Based Cheminformatics Study and Its Application for Drug Repurposing

Salma Jamal, Sukriti Goyal, Asheesh Shanker, Abhinav Grover

published 12 Jun 2015

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