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Decision analysis

Decentralized Opportunistic Spectrum Resources Access Model and Algorithm toward Cooperative Ad-Hoc Networks

Ming Liu, Yang Xu, Abdul-Wahid Mohammed

published 04 Jan 2016

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Neural Network Prediction of ICU Length of Stay Following Cardiac Surgery Based on Pre-Incision Variables

Rocco J. LaFaro, Suryanarayana Pothula, Keshar Paul Kubal, Mario Emil Inchiosa, Venu M. Pothula, Stanley C. Yuan, David A. Maerz, Lucresia Montes, Stephen M. Oleszkiewicz, Albert Yusupov, Richard Perline, Mario Anthony Inchiosa Jr.

published 28 Dec 2015

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Developing and Integrating Advanced Movement Features Improves Automated Classification of Ciliate Species

Ali Soleymani, Frank Pennekamp, Owen L. Petchey, Robert Weibel

published 17 Dec 2015

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

Ryan Bressler, Richard B. Kreisberg, Brady Bernard, John E. Niederhuber, Joseph G. Vockley, Ilya Shmulevich, Theo A. Knijnenburg

published 17 Dec 2015

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

Saad Haider, Raziur Rahman, Souparno Ghosh, Ranadip Pal

published 10 Dec 2015

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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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