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Machine learning

Sequence Based Prediction of DNA-Binding Proteins Based on Hybrid Feature Selection Using Random Forest and Gaussian Naïve Bayes

Wangchao Lou, Xiaoqing Wang, Fan Chen, Yixiao Chen, Bo Jiang, Hua Zhang

published 24 Jan 2014

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Comparison of Classifiers for Decoding Sensory and Cognitive Information from Prefrontal Neuronal Populations

Elaine Astrand, Pierre Enel, Guilhem Ibos, Peter Ford Dominey, Pierre Baraduc, Suliann Ben Hamed

published 23 Jan 2014

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A Comparison of the Predictive Power of Anthropometric Indices for Hypertension and Hypotension Risk

Bum Ju Lee, Jong Yeol Kim

published 23 Jan 2014

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Predicting Active Users' Personality Based on Micro-Blogging Behaviors

Lin Li, Ang Li, Bibo Hao, Zengda Guan, Tingshao Zhu

published 22 Jan 2014

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Biview Learning for Human Posture Segmentation from 3D Points Cloud

Maoying Qiao, Jun Cheng, Wei Bian, Dacheng Tao

published 20 Jan 2014

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Large Scale Identification and Categorization of Protein Sequences Using Structured Logistic Regression

Bjørn P. Pedersen, Georgiana Ifrim, Poul Liboriussen, Kristian B. Axelsen, Michael G. Palmgren, Poul Nissen, Carsten Wiuf, Christian N. S. Pedersen

published 20 Jan 2014

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A Self-Adapting System for the Automated Detection of Inter-Ictal Epileptiform Discharges

Shaun S. Lodder, Michel J. A. M. van Putten

published 15 Jan 2014

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100% Classification Accuracy Considered Harmful: The Normalized Information Transfer Factor Explains the Accuracy Paradox

Francisco J. Valverde-Albacete, Carmen Peláez-Moreno

published 10 Jan 2014

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Defining and Evaluating Classification Algorithm for High-Dimensional Data Based on Latent Topics

Le Luo, Li Li

published 09 Jan 2014

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Deep Learning of Orthographic Representations in Baboons

Thomas Hannagan, Johannes C. Ziegler, Stéphane Dufau, Joël Fagot, Jonathan Grainger

published 08 Jan 2014

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Hierarchical Interactions Model for Predicting Mild Cognitive Impairment (MCI) to Alzheimer's Disease (AD) Conversion

Han Li, Yashu Liu, Pinghua Gong, Changshui Zhang, Jieping Ye, for the Alzheimers Disease Neuroimaging Initiative

published 08 Jan 2014

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Boosting the Concordance Index for Survival Data – A Unified Framework To Derive and Evaluate Biomarker Combinations

Andreas Mayr, Matthias Schmid

published 06 Jan 2014

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An Evidence-Based Combining Classifier for Brain Signal Analysis

Saeed Reza Kheradpisheh, Abbas Nowzari-Dalini, Reza Ebrahimpour, Mohammad Ganjtabesh

published 02 Jan 2014

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