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Supervised machine learning

A performance comparison of supervised machine learning models for Covid-19 tweets sentiment analysis

Furqan Rustam, Madiha Khalid, Waqar Aslam, Vaibhav Rupapara, Arif Mehmood, Gyu Sang Choi

published 25 Feb 2021

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Intracranial pressure based decision making: Prediction of suspected increased intracranial pressure with machine learning

Tadashi Miyagawa, Minami Sasaki, Akira Yamaura

published 21 Oct 2020

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The path to international medals: A supervised machine learning approach to explore the impact of coach-led sport-specific and non-specific practice

Michael Barth, Arne Güllich, Christian Raschner, Eike Emrich

published 25 Sep 2020

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FeAture Explorer (FAE): A tool for developing and comparing radiomics models

Yang Song, Jing Zhang, Yu-dong Zhang, Ying Hou, Xu Yan, Yida Wang, Minxiong Zhou, Ye-feng Yao, Guang Yang

published 17 Aug 2020

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Election forensics: Using machine learning and synthetic data for possible election anomaly detection

Mali Zhang, R. Michael Alvarez, Ines Levin

published 31 Oct 2019

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Identifying disease genes using machine learning and gene functional similarities, assessed through Gene Ontology

Muhammad Asif, Hugo F. M. C. M. Martiniano, Astrid M. Vicente, Francisco M. Couto

published 10 Dec 2018

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Experienced mental workload, perception of usability, their interaction and impact on task performance

Luca Longo

published 01 Aug 2018

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Automatic extraction of gene-disease associations from literature using joint ensemble learning

Balu Bhasuran, Jeyakumar Natarajan

published 26 Jul 2018

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A lexicon based method to search for extreme opinions

Sattam Almatarneh, Pablo Gamallo

published 25 May 2018

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Ensemble machine learning and forecasting can achieve 99% uptime for rural handpumps

Daniel L. Wilson, Jeremy R. Coyle, Evan A. Thomas

published 28 Nov 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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A productive clash of perspectives? The interplay between articles’ and authors’ perspectives and their impact on Wikipedia edits in a controversial domain

Jens Jirschitzka, Joachim Kimmerle, Iassen Halatchliyski, Julia Hancke, Detmar Meurers, Ulrike Cress

published 02 Jun 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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