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Machine learning

Bayesian optimization for computationally extensive probability distributions

Ryo Tamura, Koji Hukushima

A hierarchical anatomical classification schema for prediction of phenotypic side effects

Somin Wadhwa, Aishwarya Gupta, [ ... ], Ganesh Bagler

Using machine-learning to optimize phase contrast in a low-cost cellphone microscope

Benedict Diederich, Rolf Wartmann, Harald Schadwinkel, Rainer Heintzmann

Mining telemonitored physiological data and patient-reported outcomes of congestive heart failure patients

Miha Mlakar, Paolo Emilio Puddu, [ ... ], on behalf of the Chiron and HeartMan research projects

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

Yuancheng Li, Rixuan Qiu, Sitong Jing

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

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