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Machine learning algorithms

Model-Free Machine Learning in Biomedicine: Feasibility Study in Type 1 Diabetes

Elena Daskalaki, Peter Diem, Stavroula G. Mougiakakou

published 21 Jul 2016

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A Novel RSSI Prediction Using Imperialist Competition Algorithm (ICA), Radial Basis Function (RBF) and Firefly Algorithm (FFA) in Wireless Networks

Shidrokh Goudarzi, Wan Haslina Hassan, Aisha-Hassan Abdalla Hashim, Seyed Ahmad Soleymani, Mohammad Hossein Anisi, Omar M. Zakaria

published 20 Jul 2016

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Impact of Chaos Functions on Modern Swarm Optimizers

E. Emary, Hossam M. Zawbaa

published 13 Jul 2016

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Improving Fishing Pattern Detection from Satellite AIS Using Data Mining and Machine Learning

Erico N. de Souza, Kristina Boerder, Stan Matwin, Boris Worm

published 01 Jul 2016

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Detection and Classification of Measurement Errors in Bioimpedance Spectroscopy

David Ayllón, Roberto Gil-Pita, Fernando Seoane

published 30 Jun 2016

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Odor Impression Prediction from Mass Spectra

Yuji Nozaki, Takamichi Nakamoto

published 21 Jun 2016

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Big Data: A Parallel Particle Swarm Optimization-Back-Propagation Neural Network Algorithm Based on MapReduce

Jianfang Cao, Hongyan Cui, Hao Shi, Lijuan Jiao

published 15 Jun 2016

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Computational Visual Stress Level Analysis of Calcareous Algae Exposed to Sedimentation

Jonas Osterloff, Ingunn Nilssen, Ingvar Eide, Marcia Abreu de Oliveira Figueiredo, Frederico Tapajós de Souza Tâmega, Tim W. Nattkemper

published 10 Jun 2016

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An Algorithm to Identify Target-Selective Ligands – A Case Study of 5-HT7/5-HT1A Receptor Selectivity

Rafał Kurczab, Vittorio Canale, Paweł Zajdel, Andrzej J. Bojarski

published 07 Jun 2016

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Assessing Rotation-Invariant Feature Classification for Automated Wildebeest Population Counts

Colin J. Torney, Andrew P. Dobson, Felix Borner, David J. Lloyd-Jones, David Moyer, Honori T. Maliti, Machoke Mwita, Howard Fredrick, Markus Borner, J. Grant C. Hopcraft

published 26 May 2016

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LncRNApred: Classification of Long Non-Coding RNAs and Protein-Coding Transcripts by the Ensemble Algorithm with a New Hybrid Feature

Cong Pian, Guangle Zhang, Zhi Chen, Yuanyuan Chen, Jin Zhang, Tao Yang, Liangyun Zhang

published 26 May 2016

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Learning to Select Supplier Portfolios for Service Supply Chain

Rui Zhang, Jingfei Li, Shaoyu Wu, Dabin Meng

published 19 May 2016

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Predicting the Direction of Stock Market Index Movement Using an Optimized Artificial Neural Network Model

Mingyue Qiu, Yu Song

published 19 May 2016

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