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Machine learning

A generative model for scientific concept hierarchies

Srayan Datta, Eytan Adar

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

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

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

Ioannis Bargiotas, Julien Audiffren, [ ... ], Damien Ricard

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

Somayeh Sharifi, Abbas Pakdel, [ ... ], Esmaeil Ebrahimie

High efficiency classification of children with autism spectrum disorder

Genyuan Li, Olivia Lee, Herschel Rabitz

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

Sebastian Gehrmann, Franck Dernoncourt, [ ... ], Leo A. Celi

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

Yizhao Ni, Kathleen Alwell, [ ... ], Brett M. Kissela

Reducing vertices in property graphs

Dominik Tomaszuk, Karol Pąk

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

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

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

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

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

Akinori Higaki, Masaki Mogi, [ ... ], Masatsugu Horiuchi

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

Brian DePasquale, Christopher J. Cueva, [ ... ], L. F. Abbott

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