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Machine learning

Using machine learning and surface reconstruction to accurately differentiate different trajectories of mood and energy dysregulation in youth

Amelia Versace, Vinod Sharma, Michele A. Bertocci, Genna Bebko, Satish Iyengar, Amanda Dwojak, Lisa Bonar, Susan B. Perlman, Claudiu Schirda, Michael Travis, Mary Kay Gill, Vaibhav A. Diwadkar, Jeffrey L. Sunshine, Scott K. Holland, Robert A. Kowatch, Boris Birmaher, David Axelson, Thomas W. Frazier, L. Eugene Arnold, Mary A. Fristad, Eric A. Youngstrom, Sarah M. Horwitz, Robert L. Findling, Mary L. Phillips

published 06 Jul 2017

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Churn prediction of mobile and online casual games using play log data

Seungwook Kim, Daeyoung Choi, Eunjung Lee, Wonjong Rhee

published 05 Jul 2017

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Validation of accuracy of SVM-based fall detection system using real-world fall and non-fall datasets

Omar Aziz, Jochen Klenk, Lars Schwickert, Lorenzo Chiari, Clemens Becker, Edward J. Park, Greg Mori, Stephen N. Robinovitch

published 05 Jul 2017

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Assigning factuality values to semantic relations extracted from biomedical research literature

Halil Kilicoglu, Graciela Rosemblat, Thomas C. Rindflesch

published 05 Jul 2017

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Machine learning and microsimulation techniques on the prognosis of dementia: A systematic literature review

Ana Luiza Dallora, Shahryar Eivazzadeh, Emilia Mendes, Johan Berglund, Peter Anderberg

published 29 Jun 2017

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MDD-Palm: Identification of protein S-palmitoylation sites with substrate motifs based on maximal dependence decomposition

Shun-Long Weng, Hui-Ju Kao, Chien-Hsun Huang, Tzong-Yi Lee

published 29 Jun 2017

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Shared acoustic codes underlie emotional communication in music and speech—Evidence from deep transfer learning

Eduardo Coutinho, Björn Schuller

published 28 Jun 2017

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An artificial EMG generation model based on signal-dependent noise and related application to motion classification

Akira Furui, Hideaki Hayashi, Go Nakamura, Takaaki Chin, Toshio Tsuji

published 22 Jun 2017

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Applying artificial intelligence to disease staging: Deep learning for improved staging of diabetic retinopathy

Hidenori Takahashi, Hironobu Tampo, Yusuke Arai, Yuji Inoue, Hidetoshi Kawashima

published 22 Jun 2017

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Supervised filters for EEG signal in naturally occurring epilepsy forecasting

Francisco Javier Muñoz-Almaraz, Francisco Zamora-Martínez, Paloma Botella-Rocamora, Juan Pardo

published 20 Jun 2017

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Intra-individual gait patterns across different time-scales as revealed by means of a supervised learning model using kernel-based discriminant regression

Fabian Horst, Alexander Eekhoff, Karl M. Newell, Wolfgang I. Schöllhorn

published 15 Jun 2017

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Accurate prediction of functional effects for variants by combining gradient tree boosting with optimal neighborhood properties

Yuliang Pan, Diwei Liu, Lei Deng

published 14 Jun 2017

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Rigid geometry solves “curse of dimensionality” effects in clustering methods: An application to omics data

Shun Adachi

published 14 Jun 2017

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