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Support vector machines

Crash severity analysis of vulnerable road users using machine learning

Md Mostafizur Rahman Komol, Md Mahmudul Hasan, Mohammed Elhenawy, Shamsunnahar Yasmin, Mahmoud Masoud, Andry Rakotonirainy

published 05 Aug 2021

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Machine learning prediction of dropping out of outpatients with alcohol use disorders

So Jin Park, Sun Jung Lee, HyungMin Kim, Jae Kwon Kim, Ji-Won Chun, Soo-Jung Lee, Hae Kook Lee, Dai Jin Kim, In Young Choi

published 02 Aug 2021

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PHOTONAI—A Python API for rapid machine learning model development

Ramona Leenings, Nils Ralf Winter, Lucas Plagwitz, Vincent Holstein, Jan Ernsting, Kelvin Sarink, Lukas Fisch, Jakob Steenweg, Leon Kleine-Vennekate, Julian Gebker, Daniel Emden, Dominik Grotegerd, Nils Opel, Benjamin Risse, Xiaoyi Jiang, Udo Dannlowski, Tim Hahn

published 21 Jul 2021

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The influence of dataset homology and a rigorous evaluation strategy on protein secondary structure prediction

Teng-Ruei Chen, Chia-Hua Lo, Sheng-Hung Juan, Wei-Cheng Lo

published 14 Jul 2021

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Hyperspectral image spectral-spatial classification via weighted Laplacian smoothing constraint-based sparse representation

Eryang Chen, Ruichun Chang, Ke Guo, Fang Miao, Kaibo Shi, Ansheng Ye, Jianghong Yuan

published 13 Jul 2021

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Predictions from algorithmic modeling result in better decisions than from data modeling for soybean iron deficiency chlorosis

Zhanyou Xu, Andreomar Kurek, Steven B. Cannon, William D. Beavis

published 09 Jul 2021

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A machine learning based exploration of COVID-19 mortality risk

Mahdi Mahdavi, Hadi Choubdar, Erfan Zabeh, Michael Rieder, Safieddin Safavi-Naeini, Zsolt Jobbagy, Amirata Ghorbani, Atefeh Abedini, Arda Kiani, Vida Khanlarzadeh, Reza Lashgari, Ehsan Kamrani

published 02 Jul 2021

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Heart rate variability analysis for the assessment of immersive emotional arousal using virtual reality: Comparing real and virtual scenarios

Javier Marín-Morales, Juan Luis Higuera-Trujillo, Jaime Guixeres, Carmen Llinares, Mariano Alcañiz, Gaetano Valenza

published 01 Jul 2021

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Classification of abnormal location in medium voltage switchgears using hybrid gravitational search algorithm-artificial intelligence

Hazlee Azil Illias, Ming Ming Lim, Ab Halim Abu Bakar, Hazlie Mokhlis, Sanuri Ishak, Mohd Dzaki Mohd Amir

published 01 Jul 2021

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A transfer learning approach to facilitate ComBat-based harmonization of multicentre radiomic features in new datasets

Ronrick Da-ano, François Lucia, Ingrid Masson, Ronan Abgral, Joanne Alfieri, Caroline Rousseau, Augustin Mervoyer, Caroline Reinhold, Olivier Pradier, Ulrike Schick, Dimitris Visvikis, Mathieu Hatt

published 01 Jul 2021

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Personalized prediction of disease activity in patients with rheumatoid arthritis using an adaptive deep neural network

Maria Kalweit, Ulrich A. Walker, Axel Finckh, Rüdiger Müller, Gabriel Kalweit, Almut Scherer, Joschka Boedecker, Thomas Hügle

published 29 Jun 2021

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Hyperspectral band selection and modeling of soil organic matter content in a forest using the Ranger algorithm

Yuanyuan Shi, Junyu Zhao, Xianchong Song, Zuoyu Qin, Lichao Wu, Huili Wang, Jian Tang

published 28 Jun 2021

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Impact of chart image characteristics on stock price prediction with a convolutional neural network

Guangxun Jin, Ohbyung Kwon

published 23 Jun 2021

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