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Machine learning

FindFoci: A Focus Detection Algorithm with Automated Parameter Training That Closely Matches Human Assignments, Reduces Human Inconsistencies and Increases Speed of Analysis

Alex D. Herbert, Antony M. Carr, Eva Hoffmann

published 05 Dec 2014

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Inferring Behavioral States of Grazing Livestock from High-Frequency Position Data Alone

Hermel Homburger, Manuel K. Schneider, Sandra Hilfiker, Andreas Lüscher

published 04 Dec 2014

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Learning Dictionaries of Sparse Codes of 3D Movements of Body Joints for Real-Time Human Activity Understanding

Jin Qi, Zhiyong Yang

published 04 Dec 2014

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Extraction of Temporal Networks from Term Co-Occurrences in Online Textual Sources

Marko Popović, Hrvoje Štefančić, Borut Sluban, Petra Kralj Novak, Miha Grčar, Igor Mozetič, Michelangelo Puliga, Vinko Zlatić

published 03 Dec 2014

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Identifying Autism from Neural Representations of Social Interactions: Neurocognitive Markers of Autism

Marcel Adam Just, Vladimir L. Cherkassky, Augusto Buchweitz, Timothy A. Keller, Tom M. Mitchell

published 02 Dec 2014

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GINDEL: Accurate Genotype Calling of Insertions and Deletions from Low Coverage Population Sequence Reads

Chong Chu, Jin Zhang, Yufeng Wu

published 25 Nov 2014

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Negation’s Not Solved: Generalizability Versus Optimizability in Clinical Natural Language Processing

Stephen Wu, Timothy Miller, James Masanz, Matt Coarr, Scott Halgrim, David Carrell, Cheryl Clark

published 13 Nov 2014

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A System for Heart Sounds Classification

Grzegorz Redlarski, Dawid Gradolewski, Aleksander Palkowski

published 13 Nov 2014

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The Predictive Performance and Stability of Six Species Distribution Models

Ren-Yan Duan, Xiao-Quan Kong, Min-Yi Huang, Wei-Yi Fan, Zhi-Gao Wang

published 10 Nov 2014

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Prediction of Interactions between Viral and Host Proteins Using Supervised Machine Learning Methods

Ranjan Kumar Barman, Sudipto Saha, Santasabuj Das

published 06 Nov 2014

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Computational Approaches for Predicting Biomedical Research Collaborations

Qing Zhang, Hong Yu

published 06 Nov 2014

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The Application of Predictive Modelling for Determining Bio-Environmental Factors Affecting the Distribution of Blackflies (Diptera: Simuliidae) in the Gilgel Gibe Watershed in Southwest Ethiopia

Argaw Ambelu, Seblework Mekonen, Magaly Koch, Taffere Addis, Pieter Boets, Gert Everaert, Peter Goethals

published 05 Nov 2014

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A Novel Algorithm to Enhance P300 in Single Trials: Application to Lie Detection Using F-Score and SVM

Junfeng Gao, Hongjun Tian, Yong Yang, Xiaolin Yu, Chenhong Li, Nini Rao

published 03 Nov 2014

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