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Machine learning

Detecting Falls as Novelties in Acceleration Patterns Acquired with Smartphones

Carlos Medrano, Raul Igual, Inmaculada Plaza, Manuel Castro

published 15 Apr 2014

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Automatic ROI Selection in Structural Brain MRI Using SOM 3D Projection

Andrés Ortiz, Juan M. Górriz, Javier Ramírez, Francisco J. Martinez-Murcia, for the Alzheimer's Disease Neuroimaging Initiative

published 11 Apr 2014

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A Practical and Automated Approach to Large Area Forest Disturbance Mapping with Remote Sensing

Mutlu Ozdogan

published 09 Apr 2014

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SMART: Unique Splitting-While-Merging Framework for Gene Clustering

Rui Fa, David J. Roberts, Asoke K. Nandi

published 08 Apr 2014

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Composing Problem Solvers for Simulation Experimentation: A Case Study on Steady State Estimation

Stefan Leye, Roland Ewald, Adelinde M. Uhrmacher

published 04 Apr 2014

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Parallel Clustering Algorithm for Large-Scale Biological Data Sets

Minchao Wang, Wu Zhang, Wang Ding, Dongbo Dai, Huiran Zhang, Hao Xie, Luonan Chen, Yike Guo, Jiang Xie

published 04 Apr 2014

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A Comparison of Supervised Classification Methods for the Prediction of Substrate Type Using Multibeam Acoustic and Legacy Grain-Size Data

David Stephens, Markus Diesing

published 03 Apr 2014

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Incremental Learning with SVM for Multimodal Classification of Prostatic Adenocarcinoma

José Fernando García Molina, Lei Zheng, Metin Sertdemir, Dietmar J. Dinter, Stefan Schönberg, Matthias Rädle

published 03 Apr 2014

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Discriminative Learning of Receptive Fields from Responses to Non-Gaussian Stimulus Ensembles

Arne F. Meyer, Jan-Philipp Diepenbrock, Max F. K. Happel, Frank W. Ohl, Jörn Anemüller

published 03 Apr 2014

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Using Data-Driven Rules to Predict Mortality in Severe Community Acquired Pneumonia

Chuang Wu, Roni Rosenfeld, Gilles Clermont

published 03 Apr 2014

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Exploiting SNP Correlations within Random Forest for Genome-Wide Association Studies

Vincent Botta, Gilles Louppe, Pierre Geurts, Louis Wehenkel

published 02 Apr 2014

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Prediction of Multi-Type Membrane Proteins in Human by an Integrated Approach

Guohua Huang, Yuchao Zhang, Lei Chen, Ning Zhang, Tao Huang, Yu-Dong Cai

published 27 Mar 2014

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Rare Variants Detection with Kernel Machine Learning Based on Likelihood Ratio Test

Ping Zeng, Yang Zhao, Liwei Zhang, Shuiping Huang, Feng Chen

published 27 Mar 2014

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