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Machine learning

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

Andrés Ortiz, Juan M. Górriz, [ ... ], for the Alzheimer's Disease Neuroimaging Initiative

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

Mutlu Ozdogan

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

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

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

Stefan Leye, Roland Ewald, Adelinde M. Uhrmacher

Parallel Clustering Algorithm for Large-Scale Biological Data Sets

Minchao Wang, Wu Zhang, [ ... ], Jiang Xie

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

David Stephens, Markus Diesing

Incremental Learning with SVM for Multimodal Classification of Prostatic Adenocarcinoma

José Fernando García Molina, Lei Zheng, [ ... ], Matthias Rädle

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

Arne F. Meyer, Jan-Philipp Diepenbrock, [ ... ], Jörn Anemüller

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

Chuang Wu, Roni Rosenfeld, Gilles Clermont

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

Vincent Botta, Gilles Louppe, Pierre Geurts, Louis Wehenkel

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

Guohua Huang, Yuchao Zhang, [ ... ], Yu-Dong Cai

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

Ping Zeng, Yang Zhao, [ ... ], Feng Chen

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, [ ... ], Xiaoqi Zheng

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