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Decision trees

CloudForest: A Scalable and Efficient Random Forest Implementation for Biological Data

Ryan Bressler, Richard B. Kreisberg, [ ... ], Theo A. Knijnenburg

A Copula Based Approach for Design of Multivariate Random Forests for Drug Sensitivity Prediction

Saad Haider, Raziur Rahman, Souparno Ghosh, Ranadip Pal

Comprehensible Predictive Modeling Using Regularized Logistic Regression and Comorbidity Based Features

Gregor Stiglic, Petra Povalej Brzan, [ ... ], Zoran Obradovic

Machine Learning Based Classification of Microsatellite Variation: An Effective Approach for Phylogeographic Characterization of Olive Populations

Bahareh Torkzaban, Amir Hossein Kayvanjoo, [ ... ], Mehdi Hosseini-Mazinani

Prediction of Severe Acute Pancreatitis Using a Decision Tree Model Based on the Revised Atlanta Classification of Acute Pancreatitis

Zhiyong Yang, Liming Dong, [ ... ], Chunyou Wang

Spatial Scaling of Environmental Variables Improves Species-Habitat Models of Fishes in a Small, Sand-Bed Lowland River

Johannes Radinger, Christian Wolter, Jochem Kail

Using Social Media to Detect Outdoor Air Pollution and Monitor Air Quality Index (AQI): A Geo-Targeted Spatiotemporal Analysis Framework with Sina Weibo (Chinese Twitter)

Wei Jiang, Yandong Wang, Ming-Hsiang Tsou, Xiaokang Fu

Predictive Mapping of Topsoil Organic Carbon in an Alpine Environment Aided by Landsat TM

Renmin Yang, David G. Rossiter, [ ... ], Ganlin Zhang

Superiority of Classification Tree versus Cluster, Fuzzy and Discriminant Models in a Heartbeat Classification System

Vessela Krasteva, Irena Jekova, [ ... ], Roger Abächerli

Applying Classification Trees to Hospital Administrative Data to Identify Patients with Lower Gastrointestinal Bleeding

Juned Siddique, Gregory W. Ruhnke, [ ... ], Chad T. Whelan

Three-Dimensional Mapping of Soil Chemical Characteristics at Micrometric Scale by Combining 2D SEM-EDX Data and 3D X-Ray CT Images

Simona Hapca, Philippe C. Baveye, [ ... ], Wilfred Otten

Biomarkers of Host Response Predict Primary End-Point Radiological Pneumonia in Tanzanian Children with Clinical Pneumonia: A Prospective Cohort Study

Laura K. Erdman, Valérie D’Acremont, [ ... ], Kevin C. Kain

Finding Risk Groups by Optimizing Artificial Neural Networks on the Area under the Survival Curve Using Genetic Algorithms

Jonas Kalderstam, Patrik Edén, Mattias Ohlsson

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