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Machine learning algorithms

Outcome Prediction in Mathematical Models of Immune Response to Infection

Manuel Mai, Kun Wang, [ ... ], Corey S. O’Hern

Influence of Feature Encoding and Choice of Classifier on Disease Risk Prediction in Genome-Wide Association Studies

Florian Mittag, Michael Römer, Andreas Zell

Parallel Key Frame Extraction for Surveillance Video Service in a Smart City

Ran Zheng, Chuanwei Yao, [ ... ], Wei Deng

A Novel Classification Algorithm Based on Incremental Semi-Supervised Support Vector Machine

Fei Gao, Jingyuan Mei, [ ... ], Amir Hussain

Fast, Simple and Accurate Handwritten Digit Classification by Training Shallow Neural Network Classifiers with the ‘Extreme Learning Machine’ Algorithm

Mark D. McDonnell, Migel D. Tissera, [ ... ], Jonathan Tapson

Forecasting Seizures Using Intracranial EEG Measures and SVM in Naturally Occurring Canine Epilepsy

Benjamin H. Brinkmann, Edward E. Patterson, [ ... ], Gregory A. Worrell

Sample Selection for Training Cascade Detectors

Noelia Vállez, Oscar Deniz, Gloria Bueno

SNBRFinder: A Sequence-Based Hybrid Algorithm for Enhanced Prediction of Nucleic Acid-Binding Residues

Xiaoxia Yang, Jia Wang, Jun Sun, Rong Liu

Prediction of Outcome in Acute Lower Gastrointestinal Bleeding Using Gradient Boosting

Lakshmana Ayaru, Petros-Pavlos Ypsilantis, [ ... ], Giovanni Montana

Improved Prediction of Preterm Delivery Using Empirical Mode Decomposition Analysis of Uterine Electromyography Signals

Peng Ren, Shuxia Yao, [ ... ], Keith M. Kendrick

Genomics and Machine Learning for Taxonomy Consensus: The Mycobacterium tuberculosis Complex Paradigm

Jérôme Azé, Christophe Sola, [ ... ], Guislaine Refrégier

A Generalizable Brain-Computer Interface (BCI) Using Machine Learning for Feature Discovery

Ewan S. Nurse, Philippa J. Karoly, David B. Grayden, Dean R. Freestone

Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions

Tomislav Hengl, Gerard B. M. Heuvelink, [ ... ], Jérôme E. Tondoh

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