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Machine learning algorithms

Reinforcement learning produces dominant strategies for the Iterated Prisoner’s Dilemma

Marc Harper, Vincent Knight, Martin Jones, Georgios Koutsovoulos, Nikoleta E. Glynatsi, Owen Campbell

published 11 Dec 2017

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Process service quality evaluation based on Dempster-Shafer theory and support vector machine

Feng-Que Pei, Dong-Bo Li, Yi-Fei Tong, Fei He

published 08 Dec 2017

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Analyzing cross-college course enrollments via contextual graph mining

Yongzhen Wang, Xiaozhong Liu, Yan Chen

published 29 Nov 2017

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Ensemble machine learning and forecasting can achieve 99% uptime for rural handpumps

Daniel L. Wilson, Jeremy R. Coyle, Evan A. Thomas

published 28 Nov 2017

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Performance of thigh-mounted triaxial accelerometer algorithms in objective quantification of sedentary behaviour and physical activity in older adults

Jorgen A. Wullems, Sabine M. P. Verschueren, Hans Degens, Christopher I. Morse, Gladys L. Onambélé

published 20 Nov 2017

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Predictability of machine learning techniques to forecast the trends of market index prices: Hypothesis testing for the Korean stock markets

Sujin Pyo, Jaewook Lee, Mincheol Cha, Huisu Jang

published 14 Nov 2017

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A video-based real-time adaptive vehicle-counting system for urban roads

Fei Liu, Zhiyuan Zeng, Rong Jiang

published 14 Nov 2017

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A non-linear data mining parameter selection algorithm for continuous variables

Peyman Tavallali, Marianne Razavi, Sean Brady

published 13 Nov 2017

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Predicting perceived visual complexity of abstract patterns using computational measures: The influence of mirror symmetry on complexity perception

Andreas Gartus, Helmut Leder

published 03 Nov 2017

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Multi-categorical deep learning neural network to classify retinal images: A pilot study employing small database

Joon Yul Choi, Tae Keun Yoo, Jeong Gi Seo, Jiyong Kwak, Terry Taewoong Um, Tyler Hyungtaek Rim

published 02 Nov 2017

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Predicting local malaria exposure using a Lasso-based two-level cross validation algorithm

Bienvenue Kouwaye, Fabrice Rossi, Noël Fonton, André Garcia, Simplice Dossou-Gbété, Mahouton Norbert Hounkonnou, Gilles Cottrell

published 31 Oct 2017

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A new machine-learning method to prognosticate paraquat poisoned patients by combining coagulation, liver, and kidney indices

Lufeng Hu, Huaizhong Li, Zhennao Cai, Feiyan Lin, Guangliang Hong, Huiling Chen, Zhongqiu Lu

published 19 Oct 2017

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Using worldwide edaphic data to model plant species niches: An assessment at a continental extent

Santiago José Elías Velazco, Franklin Galvão, Fabricio Villalobos, Paulo De Marco Júnior

published 19 Oct 2017

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