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Machine learning algorithms

Large Unbalanced Credit Scoring Using Lasso-Logistic Regression Ensemble

Hong Wang, Qingsong Xu, Lifeng Zhou

IQM: An Extensible and Portable Open Source Application for Image and Signal Analysis in Java

Philipp Kainz, Michael Mayrhofer-Reinhartshuber, Helmut Ahammer

Machine Learning for Biomedical Literature Triage

Hayda Almeida, Marie-Jean Meurs, [ ... ], Adrian Tsang

FindFoci: A Focus Detection Algorithm with Automated Parameter Training That Closely Matches Human Assignments, Reduces Human Inconsistencies and Increases Speed of Analysis

Alex D. Herbert, Antony M. Carr, Eva Hoffmann

Extraction of Temporal Networks from Term Co-Occurrences in Online Textual Sources

Marko Popović, Hrvoje Štefančić, [ ... ], Vinko Zlatić

Negation’s Not Solved: Generalizability Versus Optimizability in Clinical Natural Language Processing

Stephen Wu, Timothy Miller, [ ... ], Cheryl Clark

The Predictive Performance and Stability of Six Species Distribution Models

Ren-Yan Duan, Xiao-Quan Kong, [ ... ], Zhi-Gao Wang

The Application of Predictive Modelling for Determining Bio-Environmental Factors Affecting the Distribution of Blackflies (Diptera: Simuliidae) in the Gilgel Gibe Watershed in Southwest Ethiopia

Argaw Ambelu, Seblework Mekonen, [ ... ], Peter Goethals

Active Semi-Supervised Community Detection Based on Must-Link and Cannot-Link Constraints

Jianjun Cheng, Mingwei Leng, [ ... ], Xiaoyun Chen

Differentiating Coeliac Disease from Irritable Bowel Syndrome by Urinary Volatile Organic Compound Analysis – A Pilot Study

Ramesh P. Arasaradnam, Eric Westenbrink, [ ... ], James A. Covington

Trainable High Resolution Melt Curve Machine Learning Classifier for Large-Scale Reliable Genotyping of Sequence Variants

Pornpat Athamanolap, Vishwa Parekh, [ ... ], Samuel Yang

Hessian-Regularized Co-Training for Social Activity Recognition

Weifeng Liu, Yang Li, [ ... ], Yanjiang Wang

Quantification of the Heterogeneity of Prognostic Cellular Biomarkers in Ewing Sarcoma Using Automated Image and Random Survival Forest Analysis

Claudia Bühnemann, Simon Li, [ ... ], A. Bassim Hassan

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