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Decision trees

Comprehensible Predictive Modeling Using Regularized Logistic Regression and Comorbidity Based Features

Gregor Stiglic, Petra Povalej Brzan, Nino Fijacko, Fei Wang, Boris Delibasic, Alexandros Kalousis, Zoran Obradovic

published 08 Dec 2015

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

Bahareh Torkzaban, Amir Hossein Kayvanjoo, Arman Ardalan, Soraya Mousavi, Roberto Mariotti, Luciana Baldoni, Esmaeil Ebrahimie, Mansour Ebrahimi, Mehdi Hosseini-Mazinani

published 24 Nov 2015

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

Zhiyong Yang, Liming Dong, Yushun Zhang, Chong Yang, Shanmiao Gou, Yongfeng Li, Jiongxin Xiong, Heshui Wu, Chunyou Wang

published 18 Nov 2015

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

Johannes Radinger, Christian Wolter, Jochem Kail

published 16 Nov 2015

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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

published 27 Oct 2015

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

Renmin Yang, David G. Rossiter, Feng Liu, Yuanyuan Lu, Fan Yang, Fei Yang, Yuguo Zhao, Decheng Li, Ganlin Zhang

published 16 Oct 2015

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

Vessela Krasteva, Irena Jekova, Remo Leber, Ramun Schmid, Roger Abächerli

published 13 Oct 2015

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

Juned Siddique, Gregory W. Ruhnke, Andrea Flores, Micah T. Prochaska, Elizabeth Paesch, David O. Meltzer, Chad T. Whelan

published 25 Sep 2015

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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, Clare Wilson, Richard Murray Lark, Wilfred Otten

published 15 Sep 2015

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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, Kyla Hayford, Nimerta Rajwans, Mary Kilowoko, Esther Kyungu, Philipina Hongoa, Leonor Alamo, David L. Streiner, Blaise Genton, Kevin C. Kain

published 14 Sep 2015

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

Jonas Kalderstam, Patrik Edén, Mattias Ohlsson

published 09 Sep 2015

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Risk Factors of Pulmonary Hypertension in Brazilian Patients with Sickle Cell Anemia

Clarisse Lopes de Castro Lobo, Emilia Matos do Nascimento, Renato Abelha, Ana Maria Mach Queiroz, Philippe Connes, Gilberto Perez Cardoso, Samir K. Ballas

published 03 Sep 2015

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The Ecuadorian Artisanal Fishery for Large Pelagics: Species Composition and Spatio-Temporal Dynamics

Jimmy Martínez-Ortiz, Alexandre M. Aires-da-Silva, Cleridy E. Lennert-Cody, Mark N. Maunder

published 28 Aug 2015

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