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Machine learning

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

Francisco J. Valverde-Albacete, Carmen Peláez-Moreno

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

Le Luo, Li Li

Deep Learning of Orthographic Representations in Baboons

Thomas Hannagan, Johannes C. Ziegler, [ ... ], Jonathan Grainger

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

Han Li, Yashu Liu, [ ... ], for the Alzheimers Disease Neuroimaging Initiative

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

Andreas Mayr, Matthias Schmid

An Evidence-Based Combining Classifier for Brain Signal Analysis

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

Identification of a Novel Gene Signature of ES Cells Self-Renewal Fluctuation through System-Wide Analysis

Luigi Cerulo, Daniela Tagliaferri, [ ... ], Geppino Falco

Sparsity-Regularized HMAX for Visual Recognition

Xiaolin Hu, Jianwei Zhang, Jianmin Li, Bo Zhang

Automatic Context-Specific Subnetwork Discovery from Large Interaction Networks

Ashis Saha, Aik Choon Tan, Jaewoo Kang

Dual-Force ISOMAP: A New Relevance Feedback Method for Medical Image Retrieval

Hualei Shen, Dacheng Tao, Dianfu Ma

Combining Machine Learning Systems and Multiple Docking Simulation Packages to Improve Docking Prediction Reliability for Network Pharmacology

Kun-Yi Hsin, Samik Ghosh, Hiroaki Kitano

Application of Multi-SNP Approaches Bayesian LASSO and AUC-RF to Detect Main Effects of Inflammatory-Gene Variants Associated with Bladder Cancer Risk

Evangelina López de Maturana, Yuanqing Ye, [ ... ], Núria Malats

Detecting Paroxysmal Coughing from Pertussis Cases Using Voice Recognition Technology

Danny Parker, Joseph Picone, [ ... ], Philip M. Polgreen

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