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Support vector machines

Action-specialized expert ensemble trading system with extended discrete action space using deep reinforcement learning

JoonBum Leem, Ha Young Kim

published 27 Jul 2020

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Parkinson’s disease detection from 20-step walking tests using inertial sensors of a smartphone: Machine learning approach based on an observational case-control study

Milla Juutinen, Cassia Wang, Justin Zhu, Juan Haladjian, Jari Ruokolainen, Juha Puustinen, Antti Vehkaoja

published 23 Jul 2020

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Genome-wide association study and genomic selection for tolerance of soybean biomass to soybean cyst nematode infestation

Waltram Second Ravelombola, Jun Qin, Ainong Shi, Liana Nice, Yong Bao, Aaron Lorenz, James H. Orf, Nevin D. Young, Senyu Chen

published 16 Jul 2020

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Evaluation of the impact of body mass index on venous thromboembolism risk factors

Fatemeh Tajik, Mingzheng Wang, Xiaohui Zhang, Jie Han

published 09 Jul 2020

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Using trauma registry data to predict prolonged mechanical ventilation in patients with traumatic brain injury: Machine learning approach

Ahmad Abujaber, Adam Fadlalla, Diala Gammoh, Husham Abdelrahman, Monira Mollazehi, Ayman El-Menyar

published 08 Jul 2020

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Aptamer based proteomic pilot study reveals a urine signature indicative of pediatric urinary tract infections

Liang Dong, Joshua Watson, Sha Cao, Samuel Arregui, Vijay Saxena, John Ketz, Abduselam K. Awol, Daniel M. Cohen, Jeffrey M. Caterino, David S. Hains, Andrew L. Schwaderer

published 06 Jul 2020

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Population coding of figure and ground in natural image patches by V4 neurons

Yukako Yamane, Atsushi Kodama, Motofumi Shishikura, Kouji Kimura, Hiroshi Tamura, Ko Sakai

published 26 Jun 2020

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On-line anxiety level detection from biosignals: Machine learning based on a randomized controlled trial with spider-fearful individuals

Frank R. Ihmig, Antonio Gogeascoechea H., Frank Neurohr-Parakenings, Sarah K. Schäfer, Johanna Lass-Hennemann, Tanja Michael

published 23 Jun 2020

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Preliminary study on discriminating HER2 2+ amplification status of breast cancers based on texture features semi-automatically derived from pre-, post-contrast, and subtraction images of DCE-MRI

Lirong Song, Hecheng Lu, Jiandong Yin

published 17 Jun 2020

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Multi-packet transmission aero-engine DCS neural network sliding mode control based on multi-kernel LS-SVM packet dropout online compensation

Li Guangfu, Wang Xu, Ren Jia

published 17 Jun 2020

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Optimizing hyper-parameters of neural networks with swarm intelligence: A novel framework for credit scoring

Runchi Zhang, Zhiyi Qiu

published 05 Jun 2020

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Identification of feature risk pathways of smoking-induced lung cancer based on SVM

Rongjun Chen, Jinhui Lin

published 04 Jun 2020

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Characterization of interstitial diffuse fibrosis patterns using texture analysis of myocardial native T₁ mapping

Hossam El-Rewaidy, Ulf Neisius, Shiro Nakamori, Long Ngo, Jennifer Rodriguez, Warren J. Manning, Reza Nezafat

published 01 Jun 2020

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