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Machine learning algorithms

Prioritized and predictive intelligence of things enabled waste management model in smart and sustainable environment

Sushruta Mishra, Lambodar Jena, Hrudaya Kumar Tripathy, Tarek Gaber

published 11 Aug 2022

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Quantifying congestion with player tracking data in Australian football

Jeremy P. Alexander, Karl B. Jackson, Timothy Bedin, Matthew A. Gloster, Sam Robertson

published 08 Aug 2022

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Speech recognition can help evaluate shared decision making and predict medication adherence in primary care setting

Maxim Topaz, Maryam Zolnoori, Allison A. Norful, Alexis Perrier, Zoran Kostic, Maureen George

published 04 Aug 2022

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Seeing the Forrest through the trees: Oculomotor metrics are linked to heart rate

Alex J. Hoogerbrugge, Christoph Strauch, Zoril A. Oláh, Edwin S. Dalmaijer, Tanja C. W. Nijboer, Stefan Van der Stigchel

published 02 Aug 2022

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Automatic grading for Arabic short answer questions using optimized deep learning model

Mustafa Abdul Salam, Mohamed Abd El-Fatah, Naglaa Fathy Hassan

published 02 Aug 2022

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A variational-autoencoder approach to solve the hidden profile task in hybrid human-machine teams

Niccolo Pescetelli, Patrik Reichert, Alex Rutherford

published 02 Aug 2022

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Secure deep learning for distributed data against malicious central server

Le Trieu Phong

published 01 Aug 2022

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Comparative performance of two automated machine learning platforms for COVID-19 detection by MALDI-TOF-MS

Hooman H. Rashidi, John Pepper, Taylor Howard, Karina Klein, Larissa May, Samer Albahra, Brett Phinney, Michelle R. Salemi, Nam K. Tran

published 29 Jul 2022

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Prediction of hand, foot, and mouth disease epidemics in Japan using a long short-term memory approach

Kazuhiro Yoshida, Tsuguto Fujimoto, Masamichi Muramatsu, Hiroyuki Shimizu

published 28 Jul 2022

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An empirical evaluation of sampling methods for the classification of imbalanced data

Misuk Kim, Kyu-Baek Hwang

published 28 Jul 2022

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A machine learning model on Real World Data for predicting progression to Acute Respiratory Distress Syndrome (ARDS) among COVID-19 patients

Nicola Lazzarini, Avgoustinos Filippoupolitis, Pedro Manzione, Hariklia Eleftherohorinou

published 28 Jul 2022

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A hybrid trust computing approach for IoT using social similarity and machine learning

Amr M. T. Ali-Eldin

published 28 Jul 2022

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Mining transcriptomic data to identify Saccharomyces cerevisiae signatures related to improved and repressed ethanol production under fermentation

Sima Sazegari, Ali Niazi, Zahra Zinati, Mohammad Hadi Eskandari

published 26 Jul 2022

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