Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning

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141-160 of 169 ARTICLES
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https://doi.org/10.12688/f1000research.20421.1
Research Article metrics
Optimal price-based control of heterogeneous thermostatically controlled loads under uncertainty using LSTM networks and genetic algorithms
[version 1; peer review: 2 approved with reservations, 1 not approved]
Taha Abdelhalim Nakabi, Pekka Toivanen
Peer Reviewers Matsukawa Shun; Chiou-Jye Huang; Shanti Swarup
  • Funder
  • Jenny ja Antti Wihurin Rahasto
PUBLISHED 10 Sep 2019
https://doi.org/10.12688/f1000research.16200.2
Research Article metrics
Revised
Predicting transcription factor binding using ensemble random forest models
[version 2; peer review: 2 approved]
Fatemeh Behjati Ardakani, Florian Schmidt, Marcel H. Schulz
Peer Reviewers Jan Grau; Gary D Stormo
  • Funder
  • Cluster of Excellence on Multimodal Computing and Interaction (DFG)
LATEST VERSION PUBLISHED 02 Sep 2019
https://doi.org/10.12688/f1000research.17972.2
Review metrics
Revised
How ‘smart’ is smart dentistry?
[version 2; peer review: 2 approved]
Peter Kokol, Helena Blažun Vošner, Jernej Završnik, Marko Turčin
Peer Reviewers Wan Zaripah Wan Bakar and Huwaina Abd Ghani; Praveen Arany
LATEST VERSION PUBLISHED 16 Jul 2019
https://doi.org/10.12688/f1000research.18187.1
Method Article metrics
FaceSync: Open source framework for recording facial expressions with head-mounted cameras
[version 1; peer review: 2 approved]
Jin Hyun Cheong, Sawyer Brooks, Luke J. Chang
Peer Reviewers Elliott Ross; Sylwia Hyniewska
PUBLISHED 21 May 2019
https://doi.org/10.12688/f1000research.18636.1
Method Article metrics
A Bioconductor workflow for the Bayesian analysis of spatial proteomics
[version 1; peer review: 1 approved, 2 approved with reservations]
Oliver M. Crook, Lisa M. Breckels, Kathryn S. Lilley, Paul D.W. Kirk, Laurent Gatto
Peer Reviewers Pierre M. Jean Beltran; Susan Holmes; Angus Lamond and Alejandro Brenes Murillo
  • Funders
  • Medical Research Council
  • Wellcome Trust
  • Biotechnology and Biological Sciences Research Council
PUBLISHED 11 Apr 2019
https://doi.org/10.12688/f1000research.17363.2
Research Article metrics
Revised
Transcription factor binding site clusters identify target genes with similar tissue-wide expression and buffer against mutations
[version 2; peer review: 2 approved]
Ruipeng Lu, Peter K. Rogan
Peer Reviewers Daphne Ezer; Nicolae Radu Zabet
  • Funders
  • Natural Sciences and Engineering Research Council of Canada
  • Ontario Centres of Excellence
  • Cytognomix Inc.
  • Shared Hierarchical Academic Research Computing Network
  • Southern Ontario Smart Computing Innovation
  • Western University
  • Compute Canada
  • Canada Foundation for Innovation
  • Canada Research Chairs
LATEST VERSION PUBLISHED 08 Apr 2019
https://doi.org/10.12688/f1000research.17613.2
Research Article metrics
Revised
EEG correlation at a distance: A re-analysis of two studies using a machine learning approach
[version 2; peer review: 2 approved]
Marco Bilucaglia, Luciano Pederzoli, William Giroldini, Elena Prati, Patrizio E. Tressoldi
Peer Reviewers Arnaud Delorme; Schubert R. Carvalho
LATEST VERSION PUBLISHED 29 Mar 2019
https://doi.org/10.12688/f1000research.17669.1
Software Tool Article metrics
shiny-pred: a server for the prediction of protein disordered regions
[version 1; peer review: 1 approved with reservations, 1 not approved]
Mauricio Oberti, Iosif Vaisman
Peer Reviewers Jinbo Xu; Appadurai Rajeswari and Anand Srivastava
PUBLISHED 28 Feb 2019
https://doi.org/10.12688/f1000research.17125.1
Method Article metrics
Projection layers improve deep learning models of regulatory DNA function
[version 1; peer review: 1 approved, 1 approved with reservations]
Alex Hawkins-Hooker, Henry Kenlay, John E. Reid
Peer Reviewers David R. Kelley; Qin Ma
  • Funder
  • Medical Research Council
PUBLISHED 05 Feb 2019
https://doi.org/10.12688/f1000research.17555.1
Research Article metrics
An interpretable machine learning model of biological age
[version 1; peer review: 2 approved with reservations]
Thomas R. Wood, Christopher Kelly, Megan Roberts, Bryan Walsh
Peer Reviewers Alex Zhavoronkov; Peter O. Fedichev
PUBLISHED 04 Jan 2019
https://doi.org/10.12688/f1000research.15020.2
Opinion Article metrics
Revised
Lost in translation
[version 2; peer review: 2 approved]
Parashkev Nachev, Geraint Rees, Richard Frackowiak
Peer Reviewers Michel Thiebaut de Schotten; Tor D. Wager
  • Funders
  • Department of Health
  • Wellcome Trust
  • UCLH NIHR Biomedical Research Centre
LATEST VERSION PUBLISHED 02 Jan 2019
https://doi.org/10.12688/f1000research.14451.3
Research Article metrics
Revised
Predicting lithium treatment response in bipolar patients using gender-specific gene expression biomarkers and machine learning
[version 3; peer review: 1 approved, 2 approved with reservations]
Andy R. Eugene, Jolanta Masiak, Beata Eugene
Peer Reviewers Ming-Fen Ho; Sunil V. Kalmady; Duan Liu
LATEST VERSION PUBLISHED 07 Dec 2018
https://doi.org/10.12688/f1000research.16415.1
Method Article metrics
Large-scale protein function prediction using heterogeneous ensembles
[version 1; peer review: 2 approved]
Linhua Wang, Jeffrey Law, Shiv D. Kale, T. M. Murali, Gaurav Pandey
Peer Reviewers Guoxian Yu; Predrag Radivojac
  • Funders
  • International Business Machines Corporation
  • Intelligence Advanced Research Projects Activity
  • National Institutes of Health
PUBLISHED 28 Sep 2018
https://doi.org/10.12688/f1000research.15619.1
Research Article metrics
Exploring machine learning: A bibliometric general approach using Citespace
[version 1; peer review: 1 approved, 1 approved with reservations]
Juan Rincon-Patino, Gustavo Ramirez-Gonzalez, Juan Carlos Corrales
Peer Reviewers Sally Ellingson; Chaomei Chen
  • Funder
  • Universidad del Cauca
PUBLISHED 10 Aug 2018
https://doi.org/10.12688/f1000research.15620.1
Research Article metrics
Exploring machine learning: A bibliometric general approach using SciMAT
[version 1; peer review: 2 approved with reservations]
Juan Rincon-Patino, Gustavo Ramirez-Gonzalez, Juan Carlos Corrales
Peer Reviewers Rajesh Kumar Tiwari; Mikhail G. Dozmorov
  • Funder
  • Universidad del Cauca
PUBLISHED 07 Aug 2018
https://doi.org/10.12688/f1000research.13114.2
Research Article metrics
Revised
Collaboration between a human group and artificial intelligence can improve prediction of multiple sclerosis course: a proof-of-principle study
[version 2; peer review: 1 approved, 2 approved with reservations]
Andrea Tacchella, Silvia Romano, Michela Ferraldeschi, Marco Salvetti, Andrea Zaccaria, Andrea Crisanti, Francesca Grassi
Peer Reviewers Bruno Bonetti; Roger Tam; Bjoern Menze
  • Funders
  • Consiglio Nazionale delle Ricerche
  • Fondazione Italiana Sclerosi Multipla
LATEST VERSION PUBLISHED 01 Aug 2018
https://doi.org/10.12688/f1000research.15591.1
Method Article metrics
Revealing HIV viral load patterns using unsupervised machine learning and cluster summarization
[version 1; peer review: 1 approved, 1 approved with reservations]
Samir A. Farooq, Samuel J. Weisenthal, Melissa Trayhan, Robert J. White, Kristen Bush, Peter R. Mariuz, Martin S. Zand
Peer Reviewers Sally Blower; Amalio Telenti
  • Funders
  • National Center for Advancing Translational Sciences
  • National Institute of Allergy and Infectious Diseases
PUBLISHED 27 Jul 2018
https://doi.org/10.12688/f1000research.14048.2
Research Article metrics
Revised
Predicting ionizing radiation exposure using biochemically-inspired genomic machine learning
[version 2; peer review: 3 approved]
Jonathan Z.L. Zhao, Eliseos J. Mucaki, Peter K. Rogan
Peer Reviewers Daniel Oh; Michael D. Story and Liang-hao Ding; Roel Quintens and Mohamed Mysara
  • Funders
  • Natural Sciences and Engineering Research Council of Canada
  • Canada Excellence Research Chairs, Government of Canada
  • CytoGnomix Inc.
  • Canadian Foundation for Innovation
LATEST VERSION PUBLISHED 15 Jun 2018
https://doi.org/10.12688/f1000research.13723.2
Opinion Article metrics
Revised
Response heterogeneity: Challenges for personalised medicine and big data approaches in psychiatry and chronic pain
[version 2; peer review: 3 approved]
Agnes Norbury, Ben Seymour
Peer Reviewers Greg Atkinson and Philip J. Williamson; William G. Hopkins; Ricardo Silva
  • Funder
  • Wellcome Trust
LATEST VERSION PUBLISHED 01 Mar 2018
https://doi.org/10.12688/f1000research.9893.2
Software Tool Article metrics
Revised
exprso: an R-package for the rapid implementation of machine learning algorithms
[version 2; peer review: 2 approved]
Thomas Quinn, Daniel Tylee, Stephen Glatt
Peer Reviewers Dariusz Plewczynski and Julian Zubek; Henry Löffler-Wirth
LATEST VERSION PUBLISHED 06 Dec 2017
141-160 of 169 ARTICLES
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