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Machine learning algorithms

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

Chuang Wu, Roni Rosenfeld, Gilles Clermont

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

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

Deep Belief Networks Learn Context Dependent Behavior

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

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

Joeri Ruyssinck, Vân Anh Huynh-Thu, [ ... ], Yvan Saeys

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

Dario Martelli, Fiorenzo Artoni, [ ... ], Silvestro Micera

A Formal Algorithm for Verifying the Validity of Clustering Results Based on Model Checking

Shaobin Huang, Yuan Cheng, [ ... ], Guofeng Liu

An Active Learning Approach for Rapid Characterization of Endothelial Cells in Human Tumors

Raghav K. Padmanabhan, Vinay H. Somasundar, [ ... ], William M. F. Lee

Knowledge Extraction and Semantic Annotation of Text from the Encyclopedia of Life

Anne E. Thessen, Cynthia Sims Parr

A Semi-Automated Pipeline for the Segmentation of Rhesus Macaque Hippocampus: Validation across a Wide Age Range

Michael R. Hunsaker, David G. Amaral

Love Thy Neighbour: Automatic Animal Behavioural Classification of Acceleration Data Using the K-Nearest Neighbour Algorithm

Owen R. Bidder, Hamish A. Campbell, [ ... ], Rory P. Wilson

Discriminative Motif Discovery via Simulated Evolution and Random Under-Sampling

Tao Song, Hong Gu

Machine Learning for Outcome Prediction of Acute Ischemic Stroke Post Intra-Arterial Therapy

Hamed Asadi, Richard Dowling, Bernard Yan, Peter Mitchell

A Novel Approach to Predict Sudden Cardiac Death (SCD) Using Nonlinear and Time-Frequency Analyses from HRV Signals

Elias Ebrahimzadeh, Mohammad Pooyan, Ahmad Bijar

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