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Machine learning algorithms

Personalized survival predictions via Trees of Predictors: An application to cardiac transplantation

Jinsung Yoon, William R. Zame, Amitava Banerjee, Martin Cadeiras, Ahmed M. Alaa, Mihaela van der Schaar

published 28 Mar 2018

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Evaluation of a miniaturized NIR spectrometer for cultivar identification: The case of barley, chickpea and sorghum in Ethiopia

Frédéric Kosmowski, Tigist Worku

published 21 Mar 2018

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How to evaluate sentiment classifiers for Twitter time-ordered data?

Igor Mozetič, Luis Torgo, Vitor Cerqueira, Jasmina Smailović

published 13 Mar 2018

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ABrox—A user-friendly Python module for approximate Bayesian computation with a focus on model comparison

Ulf Kai Mertens, Andreas Voss, Stefan Radev

published 08 Mar 2018

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Predicting urinary tract infections in the emergency department with machine learning

R. Andrew Taylor, Christopher L. Moore, Kei-Hoi Cheung, Cynthia Brandt

published 07 Mar 2018

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Use of data mining techniques to classify soil CO₂ emission induced by crop management in sugarcane field

Camila Viana Vieira Farhate, Zigomar Menezes de Souza, Stanley Robson de Medeiros Oliveira, Rose Luiza Moraes Tavares, João Luís Nunes Carvalho

published 07 Mar 2018

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Intrusion detection system using Online Sequence Extreme Learning Machine (OS-ELM) in advanced metering infrastructure of smart grid

Yuancheng Li, Rixuan Qiu, Sitong Jing

published 27 Feb 2018

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On the importance of local dynamics in statokinesigram: A multivariate approach for postural control evaluation in elderly

Ioannis Bargiotas, Julien Audiffren, Nicolas Vayatis, Pierre-Paul Vidal, Stephane Buffat, Alain P. Yelnik, Damien Ricard

published 23 Feb 2018

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Towards phenotyping stroke: Leveraging data from a large-scale epidemiological study to detect stroke diagnosis

Yizhao Ni, Kathleen Alwell, Charles J. Moomaw, Daniel Woo, Opeolu Adeoye, Matthew L. Flaherty, Simona Ferioli, Jason Mackey, Felipe De Los Rios La Rosa, Sharyl Martini, Pooja Khatri, Dawn Kleindorfer, Brett M. Kissela

published 14 Feb 2018

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Reducing vertices in property graphs

Dominik Tomaszuk, Karol Pąk

published 14 Feb 2018

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Towards the use of similarity distances to music genre classification: A comparative study

Izaro Goienetxea, José María Martínez-Otzeta, Basilio Sierra, Iñigo Mendialdua

published 14 Feb 2018

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A novel stock forecasting model based on High-order-fuzzy-fluctuation Trends and Back Propagation Neural Network

Hongjun Guan, Zongli Dai, Aiwu Zhao, Jie He

published 08 Feb 2018

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Vineyard water status assessment using on-the-go thermal imaging and machine learning

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

published 01 Feb 2018

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