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Artificial intelligence

Learning from label proportions in brain-computer interfaces: Online unsupervised learning with guarantees

David Hübner, Thibault Verhoeven, Konstantin Schmid, Klaus-Robert Müller, Michael Tangermann, Pieter-Jan Kindermans

published 13 Apr 2017

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Predictive long-range allele-specific mapping of regulatory variants and target transcripts

Kibaick Lee, Seulkee Lee, Hyoeun Bang, Jung Kyoon Choi

published 13 Apr 2017

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Relationships between temperaments, occupational stress, and insomnia among Japanese workers

Yasuhiko Deguchi, Shinichi Iwasaki, Hideyuki Ishimoto, Koichiro Ogawa, Yuichi Fukuda, Tomoko Nitta, Tomoe Mitake, Yukako Nogi, Koki Inoue

published 13 Apr 2017

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Predicting functional decline and survival in amyotrophic lateral sclerosis

Mei-Lyn Ong, Pei Fang Tan, Joanna D. Holbrook

published 13 Apr 2017

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HSTLBO: A hybrid algorithm based on Harmony Search and Teaching-Learning-Based Optimization for complex high-dimensional optimization problems

Shouheng Tuo, Longquan Yong, Fang’an Deng, Yanhai Li, Yong Lin, Qiuju Lu

published 12 Apr 2017

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A general approach for predicting the behavior of the Supreme Court of the United States

Daniel Martin Katz, Michael J. Bommarito II, Josh Blackman

published 12 Apr 2017

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Sequential Monte Carlo-guided ensemble tracking

Yuru Wang, Qiaoyuan Liu, Longkui Jiang, Minghao Yin, Shengsheng Wang

published 11 Apr 2017

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Use of a machine learning framework to predict substance use disorder treatment success

Laura Acion, Diana Kelmansky, Mark van der Laan, Ethan Sahker, DeShauna Jones, Stephan Arndt

published 10 Apr 2017

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Driver behavior profiling: An investigation with different smartphone sensors and machine learning

Jair Ferreira Júnior, Eduardo Carvalho, Bruno V. Ferreira, Cleidson de Souza, Yoshihiko Suhara, Alex Pentland, Gustavo Pessin

published 10 Apr 2017

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The influence of the negative-positive ratio and screening database size on the performance of machine learning-based virtual screening

Rafał Kurczab, Andrzej J. Bojarski

published 06 Apr 2017

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Creating an automated trigger for sepsis clinical decision support at emergency department triage using machine learning

Steven Horng, David A. Sontag, Yoni Halpern, Yacine Jernite, Nathan I. Shapiro, Larry A. Nathanson

published 06 Apr 2017

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A study of the transferability of influenza case detection systems between two large healthcare systems

Ye Ye, Michael M. Wagner, Gregory F. Cooper, Jeffrey P. Ferraro, Howard Su, Per H. Gesteland, Peter J. Haug, Nicholas E. Millett, John M. Aronis, Andrew J. Nowalk, Victor M. Ruiz, Arturo López Pineda, Lingyun Shi, Rudy Van Bree, Thomas Ginter, Fuchiang Tsui

published 05 Apr 2017

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Exploration of machine learning techniques in predicting multiple sclerosis disease course

Yijun Zhao, Brian C. Healy, Dalia Rotstein, Charles R. G. Guttmann, Rohit Bakshi, Howard L. Weiner, Carla E. Brodley, Tanuja Chitnis

published 05 Apr 2017

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