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Machine learning algorithms

Detection of Heart Sounds in Children with and without Pulmonary Arterial Hypertension―Daubechies Wavelets Approach

Mohamed Elgendi, Shine Kumar, Long Guo, Jennifer Rutledge, James Y. Coe, Roger Zemp, Dale Schuurmans, Ian Adatia

published 02 Dec 2015

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Artificial Neural Networks-Based Software for Measuring Heat Collection Rate and Heat Loss Coefficient of Water-in-Glass Evacuated Tube Solar Water Heaters

Zhijian Liu, Kejun Liu, Hao Li, Xinyu Zhang, Guangya Jin, Kewei Cheng

published 01 Dec 2015

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Powerful Tests for Multi-Marker Association Analysis Using Ensemble Learning

Badri Padhukasahasram, Chandan K. Reddy, Albert M. Levin, Esteban G. Burchard, L. Keoki Williams

published 30 Nov 2015

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Ecological Niche Modelling Predicts Southward Expansion of Lutzomyia (Nyssomyia) flaviscutellata (Diptera: Psychodidae: Phlebotominae), Vector of Leishmania (Leishmania) amazonensis in South America, under Climate Change

Bruno M. Carvalho, Elizabeth F. Rangel, Paul D. Ready, Mariana M. Vale

published 30 Nov 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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Support Vector Machine and Artificial Neural Network Models for the Classification of Grapevine Varieties Using a Portable NIR Spectrophotometer

Salvador Gutiérrez, Javier Tardaguila, Juan Fernández-Novales, María P. Diago

published 24 Nov 2015

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Tile-Based Two-Dimensional Phase Unwrapping for Digital Holography Using a Modular Framework

Georgios C. Antonopoulos, Benjamin Steltner, Alexander Heisterkamp, Tammo Ripken, Heiko Meyer

published 24 Nov 2015

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Integral Histogram with Random Projection for Pedestrian Detection

Chang-Hua Liu, Jian-Kun Lin

published 16 Nov 2015

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miRLocator: Machine Learning-Based Prediction of Mature MicroRNAs within Plant Pre-miRNA Sequences

Haibo Cui, Jingjing Zhai, Chuang Ma

published 11 Nov 2015

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Combining Computational and Social Effort for Collaborative Problem Solving

Mark D. Wagy, Josh C. Bongard

published 06 Nov 2015

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Object-Oriented Classification of Sugarcane Using Time-Series Middle-Resolution Remote Sensing Data Based on AdaBoost

Zhen Zhou, Jingfeng Huang, Jing Wang, Kangyu Zhang, Zhaomin Kuang, Shiquan Zhong, Xiaodong Song

published 03 Nov 2015

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Improved Object Localization Using Accurate Distance Estimation in Wireless Multimedia Sensor Networks

Yasar Abbas Ur Rehman, Muhammad Tariq, Omar Usman Khan

published 03 Nov 2015

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Estimating a Logistic Discrimination Functions When One of the Training Samples Is Subject to Misclassification: A Maximum Likelihood Approach

Nico Nagelkerke, Vaclav Fidler

published 16 Oct 2015

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