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Machine learning algorithms

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

Machine Learning Techniques Accurately Classify Microbial Communities by Bacterial Vaginosis Characteristics

Daniel Beck, James A. Foster

Automated Design of Complex Dynamic Systems

Michiel Hermans, Benjamin Schrauwen, Peter Bienstman, Joni Dambre

Selection of Genetic and Phenotypic Features Associated with Inflammatory Status of Patients on Dialysis Using Relaxed Linear Separability Method

Leon Bobrowski, Tomasz Łukaszuk, [ ... ], Jacek Waniewski

A Method for the Evaluation of Image Quality According to the Recognition Effectiveness of Objects in the Optical Remote Sensing Image Using Machine Learning Algorithm

Tao Yuan, Xinqi Zheng, [ ... ], Wei Wang

A Tale of Two “Forests”: Random Forest Machine Learning Aids Tropical Forest Carbon Mapping

Joseph Mascaro, Gregory P. Asner, [ ... ], K. Dana Chadwick

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