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Machine learning

Reproducibility and Discriminability of Brain Patterns of Semantic Categories Enhanced by Congruent Audiovisual Stimuli

Yuanqing Li, Guangyi Wang, Jinyi Long, Zhuliang Yu, Biao Huang, Xiaojian Li, Tianyou Yu, Changhong Liang, Zheng Li, Pei Sun

published 29 Jun 2011

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Predicting Species Diversity of Benthic Communities within Turbid Nearshore Using Full-Waveform Bathymetric LiDAR and Machine Learners

Antoine Collin, Phillippe Archambault, Bernard Long

published 20 Jun 2011

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Effects of the Training Dataset Characteristics on the Performance of Nine Species Distribution Models: Application to Diabrotica virgifera virgifera

Maxime Dupin, Philippe Reynaud, Vojtěch Jarošík, Richard Baker, Sarah Brunel, Dominic Eyre, Jan Pergl, David Makowski

published 20 Jun 2011

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The Definition of Insulin Resistance Using HOMA-IR for Americans of Mexican Descent Using Machine Learning

Hui-Qi Qu, Quan Li, Anne R. Rentfro, Susan P. Fisher-Hoch, Joseph B. McCormick

published 14 Jun 2011

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Predicting Housekeeping Genes Based on Fourier Analysis

Bo Dong, Peng Zhang, Xiaowei Chen, Li Liu, Yunfei Wang, Shunmin He, Runsheng Chen

published 08 Jun 2011

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Defining Reference Sequences for Nocardia Species by Similarity and Clustering Analyses of 16S rRNA Gene Sequence Data

Manal Helal, Fanrong Kong, Sharon C. A. Chen, Michael Bain, Richard Christen, Vitali Sintchenko

published 08 Jun 2011

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Identification of Antifreeze Proteins and Their Functional Residues by Support Vector Machine and Genetic Algorithms based on n-Peptide Compositions

Chin-Sheng Yu, Chih-Hao Lu

published 31 May 2011

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Multi-Scale Approach for Predicting Fish Species Distributions across Coral Reef Seascapes

Simon J. Pittman, Kerry A. Brown

published 26 May 2011

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Using Workflows to Explore and Optimise Named Entity Recognition for Chemistry

BalaKrishna Kolluru, Lezan Hawizy, Peter Murray-Rust, Junichi Tsujii, Sophia Ananiadou

published 25 May 2011

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Measuring Generalization of Visuomotor Perturbations in Wrist Movements Using Mobile Phones

Hugo Liberal Fernandes, Mark Vincent Albert, Konrad Paul Kording

published 24 May 2011

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Structural Similarity and Classification of Protein Interaction Interfaces

Nan Zhao, Bin Pang, Chi-Ren Shyu, Dmitry Korkin

published 12 May 2011

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Genetic Classification of Populations Using Supervised Learning

Michael Bridges, Elizabeth A. Heron, Colm O'Dushlaine, Ricardo Segurado, The International Schizophrenia Consortium (ISC) , Derek Morris, Aiden Corvin, Michael Gill, Carlos Pinto

published 12 May 2011

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Democratic Population Decisions Result in Robust Policy-Gradient Learning: A Parametric Study with GPU Simulations

Paul Richmond, Lars Buesing, Michele Giugliano, Eleni Vasilaki

published 04 May 2011

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