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Machine learning algorithms

Supervised Machine Learning for Classification of the Electrophysiological Effects of Chronotropic Drugs on Human Induced Pluripotent Stem Cell-Derived Cardiomyocytes

Christopher Heylman, Rupsa Datta, [ ... ], Enrico Gratton

Semi-Supervised Multi-View Learning for Gene Network Reconstruction

Michelangelo Ceci, Gianvito Pio, Vladimir Kuzmanovski, Sašo Džeroski

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

Mohamed Elgendi, Shine Kumar, [ ... ], Ian Adatia

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, [ ... ], Kewei Cheng

Powerful Tests for Multi-Marker Association Analysis Using Ensemble Learning

Badri Padhukasahasram, Chandan K. Reddy, [ ... ], L. Keoki Williams

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

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

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

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

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

Georgios C. Antonopoulos, Benjamin Steltner, [ ... ], Heiko Meyer

Integral Histogram with Random Projection for Pedestrian Detection

Chang-Hua Liu, Jian-Kun Lin

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

Haibo Cui, Jingjing Zhai, Chuang Ma

Combining Computational and Social Effort for Collaborative Problem Solving

Mark D. Wagy, Josh C. Bongard

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

Zhen Zhou, Jingfeng Huang, [ ... ], Xiaodong Song

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