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Machine learning algorithms

RETRACTED: An improved DBSCAN algorithm based on cell-like P systems with promoters and inhibitors

Yuzhen Zhao, Xiyu Liu, Xiufeng Li

published 17 Dec 2018

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Nonnegative/Binary matrix factorization with a D-Wave quantum annealer

Daniel O’Malley, Velimir V. Vesselinov, Boian S. Alexandrov, Ludmil B. Alexandrov

published 10 Dec 2018

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Distillation of the clinical algorithm improves prognosis by multi-task deep learning in high-risk Neuroblastoma

Valerio Maggio, Marco Chierici, Giuseppe Jurman, Cesare Furlanello

published 07 Dec 2018

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Automated algorithms combining structure and function outperform general ophthalmologists in diagnosing glaucoma

Leonardo Seidi Shigueoka, José Paulo Cabral de Vasconcellos, Rui Barroso Schimiti, Alexandre Soares Castro Reis, Gabriel Ozeas de Oliveira, Edson Satoshi Gomi, Jayme Augusto Rocha Vianna, Renato Dichetti dos Reis Lisboa, Felipe Andrade Medeiros, Vital Paulino Costa

published 05 Dec 2018

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Feature engineering for sentiment analysis in e-health forums

Jorge Carrillo-de-Albornoz, Javier Rodríguez Vidal, Laura Plaza

published 29 Nov 2018

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The UK Research Excellence Framework and the Matthew effect: Insights from machine learning

Lloyd D. Balbuena

published 26 Nov 2018

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Two-point-based binary search trees for accelerating big data classification using KNN

Ahmad B. A. Hassanat

published 26 Nov 2018

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Deployment of small cells and a transport infrastructure concurrently for next-generation mobile access networks

Welton Araujo, Rafael Fogarolli, Marcos Seruffo, Diego Cardoso

published 26 Nov 2018

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Machine learning model combining features from algorithms with different analytical methodologies to detect laboratory-event-related adverse drug reaction signals

Eugene Jeong, Namgi Park, Young Choi, Rae Woong Park, Dukyong Yoon

published 21 Nov 2018

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A differential privacy protecting K-means clustering algorithm based on contour coefficients

Yaling Zhang, Na Liu, Shangping Wang

published 21 Nov 2018

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Development and validation of warning system of ventricular tachyarrhythmia in patients with heart failure with heart rate variability data

Wan-Tai M. Au-Yeung, Per G. Reinhall, Gust H. Bardy, Steven L. Brunton

published 14 Nov 2018

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Optimal intensive care outcome prediction over time using machine learning

Christopher Meiring, Abhishek Dixit, Steve Harris, Niall S. MacCallum, David A. Brealey, Peter J. Watkinson, Andrew Jones, Simon Ashworth, Richard Beale, Stephen J. Brett, Mervyn Singer, Ari Ercole

published 14 Nov 2018

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Development and validation of an algorithm to predict the treatment modality of burn wounds using thermographic scans: Prospective cohort study

Mario Aurelio Martínez-Jiménez, Jose Luis Ramirez-GarciaLuna, Eleazar Samuel Kolosovas-Machuca, Justin Drager, Francisco Javier González

published 14 Nov 2018

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