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Machine learning

A generative model for scientific concept hierarchies

Srayan Datta, Eytan Adar

published 23 Feb 2018

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A dual boundary classifier for predicting acute hypotensive episodes in critical care

Sakyajit Bhattacharya, Vijay Huddar, Vaibhav Rajan, Chandan K. Reddy

published 23 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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Integration of machine learning and meta-analysis identifies the transcriptomic bio-signature of mastitis disease in cattle

Somayeh Sharifi, Abbas Pakdel, Mansour Ebrahimi, James M. Reecy, Samaneh Fazeli Farsani, Esmaeil Ebrahimie

published 22 Feb 2018

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High efficiency classification of children with autism spectrum disorder

Genyuan Li, Olivia Lee, Herschel Rabitz

published 15 Feb 2018

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Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives

Sebastian Gehrmann, Franck Dernoncourt, Yeran Li, Eric T. Carlson, Joy T. Wu, Jonathan Welt, John Foote Jr., Edward T. Moseley, David W. Grant, Patrick D. Tyler, Leo A. Celi

published 15 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 robust technique based on VLM and Frangi filter for retinal vessel extraction and denoising

Khan Bahadar Khan, Amir. A. Khaliq, Abdul Jalil, Muhammad Shahid

published 12 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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Predicting outcome of Morris water maze test in vascular dementia mouse model with deep learning

Akinori Higaki, Masaki Mogi, Jun Iwanami, Li-Juan Min, Hui-Yu Bai, Bao-Shuai Shan, Masayoshi Kukida, Harumi Kan-no, Shuntaro Ikeda, Jitsuo Higaki, Masatsugu Horiuchi

published 07 Feb 2018

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full-FORCE: A target-based method for training recurrent networks

Brian DePasquale, Christopher J. Cueva, Kanaka Rajan, G. Sean Escola, L. F. Abbott

published 07 Feb 2018

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