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Artificial intelligence

Optimal classifier for imbalanced data using Matthews Correlation Coefficient metric

Sabri Boughorbel, Fethi Jarray, Mohammed El-Anbari

published 02 Jun 2017

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A machine learning approach for gait speed estimation using skin-mounted wearable sensors: From healthy controls to individuals with multiple sclerosis

Ryan S. McGinnis, Nikhil Mahadevan, Yaejin Moon, Kirsten Seagers, Nirav Sheth, John A. Wright Jr., Steven DiCristofaro, Ikaro Silva, Elise Jortberg, Melissa Ceruolo, Jesus A. Pindado, Jacob Sosnoff, Roozbeh Ghaffari, Shyamal Patel

published 01 Jun 2017

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Distributed optimization of multi-class SVMs

Maximilian Alber, Julian Zimmert, Urun Dogan, Marius Kloft

published 01 Jun 2017

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Multispectral image fusion for illumination-invariant palmprint recognition

Longbin Lu, Xinman Zhang, Xuebin Xu, Dongpeng Shang

published 30 May 2017

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Electroencephalogram-based decoding cognitive states using convolutional neural network and likelihood ratio based score fusion

Raheel Zafar, Sarat C. Dass, Aamir Saeed Malik

published 30 May 2017

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Automatic adventitious respiratory sound analysis: A systematic review

Renard Xaviero Adhi Pramono, Stuart Bowyer, Esther Rodriguez-Villegas

published 26 May 2017

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Automated prediction of emphysema visual score using homology-based quantification of low-attenuation lung region

Mizuho Nishio, Kazuaki Nakane, Takeshi Kubo, Masahiro Yakami, Yutaka Emoto, Mari Nishio, Kaori Togashi

published 25 May 2017

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Membrane protein contact and structure prediction using co-evolution in conjunction with machine learning

Pedro L. Teixeira, Jeff L. Mendenhall, Sten Heinze, Brian Weiner, Marcin J. Skwark, Jens Meiler

published 24 May 2017

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Predicting congenital heart defects: A comparison of three data mining methods

Yanhong Luo, Zhi Li, Husheng Guo, Hongyan Cao, Chunying Song, Xingping Guo, Yanbo Zhang

published 24 May 2017

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Development of machine learning models for diagnosis of glaucoma

Seong Jae Kim, Kyong Jin Cho, Sejong Oh

published 23 May 2017

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Robust auto-weighted multi-view subspace clustering with common subspace representation matrix

Wenzhang Zhuge, Chenping Hou, Yuanyuan Jiao, Jia Yue, Hong Tao, Dongyun Yi

published 23 May 2017

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Thermal stability and kinetic constants for 129 variants of a family 1 glycoside hydrolase reveal that enzyme activity and stability can be separately designed

Dylan Alexander Carlin, Siena Hapig-Ward, Bill Wayne Chan, Natalie Damrau, Mary Riley, Ryan W. Caster, Bowen Bethards, Justin B. Siegel

published 22 May 2017

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The detection of faked identity using unexpected questions and mouse dynamics

Merylin Monaro, Luciano Gamberini, Giuseppe Sartori

published 18 May 2017

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