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Machine learning

PSSP-RFE: Accurate Prediction of Protein Structural Class by Recursive Feature Extraction from PSI-BLAST Profile, Physical-Chemical Property and Functional Annotations

Liqi Li, Xiang Cui, Sanjiu Yu, Yuan Zhang, Zhong Luo, Hua Yang, Yue Zhou, Xiaoqi Zheng

published 27 Mar 2014

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Deep Belief Networks Learn Context Dependent Behavior

Florian Raudies, Eric A. Zilli, Michael E. Hasselmo

published 26 Mar 2014

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How Good Is Crude MDL for Solving the Bias-Variance Dilemma? An Empirical Investigation Based on Bayesian Networks

Nicandro Cruz-Ramírez, Héctor Gabriel Acosta-Mesa, Efrén Mezura-Montes, Alejandro Guerra-Hernández, Guillermo de Jesús Hoyos-Rivera, Rocío Erandi Barrientos-Martínez, Karina Gutiérrez-Fragoso, Luis Alonso Nava-Fernández, Patricia González-Gaspar, Elva María Novoa-del-Toro, Vicente Josué Aguilera-Rueda, María Yaneli Ameca-Alducin

published 26 Mar 2014

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Basic Timing Abilities Stay Intact in Patients with Musician's Dystonia

M. C. van der Steen, Floris T. van Vugt, Peter E. Keller, Eckart Altenmüller

published 25 Mar 2014

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NIMEFI: Gene Regulatory Network Inference using Multiple Ensemble Feature Importance Algorithms

Joeri Ruyssinck, Vân Anh Huynh-Thu, Pierre Geurts, Tom Dhaene, Piet Demeester, Yvan Saeys

published 25 Mar 2014

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Semi-Automatic Classification of Birdsong Elements Using a Linear Support Vector Machine

Ryosuke O. Tachibana, Naoya Oosugi, Kazuo Okanoya

published 21 Mar 2014

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Pre-Impact Fall Detection: Optimal Sensor Positioning Based on a Machine Learning Paradigm

Dario Martelli, Fiorenzo Artoni, Vito Monaco, Angelo Maria Sabatini, Silvestro Micera

published 21 Mar 2014

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Area under Precision-Recall Curves for Weighted and Unweighted Data

Jens Keilwagen, Ivo Grosse, Jan Grau

published 20 Mar 2014

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Adaptive Distance Metric Learning for Diffusion Tensor Image Segmentation

Youyong Kong, Defeng Wang, Lin Shi, Steve C. N. Hui, Winnie C. W. Chu

published 20 Mar 2014

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Robots Show Us How to Teach Them: Feedback from Robots Shapes Tutoring Behavior during Action Learning

Anna-Lisa Vollmer, Manuel Mühlig, Jochen J. Steil, Karola Pitsch, Jannik Fritsch, Katharina J. Rohlfing, Britta Wrede

published 19 Mar 2014

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HybridGO-Loc: Mining Hybrid Features on Gene Ontology for Predicting Subcellular Localization of Multi-Location Proteins

Shibiao Wan, Man-Wai Mak, Sun-Yuan Kung

published 19 Mar 2014

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High Precision Prediction of Functional Sites in Protein Structures

Ljubomir Buturovic, Mike Wong, Grace W. Tang, Russ B. Altman, Dragutin Petkovic

published 14 Mar 2014

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Automated Breast Image Classification Using Features from Its Discrete Cosine Transform

Edward J. Kendall, Matthew T. Flynn

published 14 Mar 2014

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