Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning

AI in Manufacturing, Materials and Smart Cities

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1-15 of 15 ARTICLES
https://doi.org/10.12688/f1000research.182125.1
Research Article metrics AWAITING PEER REVIEW
Anomaly Detection in building energy system using machine learning technique
[version 1; peer review: awaiting peer review]
Peer Reviewers Invited
PUBLISHED 12 Jun 2026
https://doi.org/10.12688/f1000research.169794.3
Research Article metrics
Revised
Algorithmic targeting in the Iranian–Israeli confrontation: Technical realities, legal thresholds, and the boundaries of human control
[version 3; peer review: 2 approved with reservations]
Peer Reviewers Elshan Hashimov; Adebayo Yusuf Balogun
LATEST VERSION PUBLISHED 01 Jun 2026
https://doi.org/10.12688/f1000research.168512.3
Research Article metrics
Revised
The Concave Relationship Between AI Exposure and Unemployment: Reframing the Supervisory Economy as an Exploratory Moderation Test
[version 3; peer review: 1 approved, 3 approved with reservations, 2 not approved]
Peer Reviewers Derrick Mirindi; Lukasz Swiatek; Kwan Hong Tan; Iyanu Emmanuel Olatunbosun; Rossi Passarella; Fiyinfoluwa Giwa
LATEST VERSION PUBLISHED 14 May 2026
https://doi.org/10.12688/f1000research.179395.1
Research Article metrics
The Global Inter-City Collaboration Network of Smart City Research: A Spatial Scientometrics Analysis (2010–2022)
[version 1; peer review: 1 approved with reservations]
Peer Reviewers Vedprakash Maralapalle
  • Funder
  • This work was supported by the Hungarian Academy of Sciences [KGYNK2023-46].
PUBLISHED 29 Apr 2026
https://doi.org/10.12688/f1000research.170279.2
Research Article metrics
Revised
Predicting Bankruptcy in Wholesale, Retail, and Motor Vehicle Repair: An AI-ML Perspective
[version 2; peer review: 2 approved, 2 approved with reservations]
Peer Reviewers Tobias Kwame Adukpo and Netifatu Abdulmumin-Butali; Vasa László; Lip Yee Por; Dominika Gajdošíková
LATEST VERSION PUBLISHED 13 Jan 2026
https://doi.org/10.12688/f1000research.176354.1
Research Article metrics
Solar Irradiation Forecasting Using Genetic Algorithms
[version 1; peer review: 2 approved with reservations]
Peer Reviewers Ashif Mohammad; Asadul Islam Shimul
PUBLISHED 06 Jan 2026
https://doi.org/10.12688/f1000research.168996.2
Data Note metrics
Revised
Synthetic dataset to study the performance of perovskite solar cell simulations
[version 2; peer review: 1 approved, 1 approved with reservations]
Peer Reviewers Ejaz Hussain; Tarekuzzaman Md
  • Funder
  • This work was funded by MinCiencias-Colombia, with resources administered by ICETEX-Colombia (project code 2022- 0724)
LATEST VERSION PUBLISHED 22 Oct 2025
https://doi.org/10.12688/f1000research.163144.1
Research Article metrics
Quantized Convolutional Neural Networks Robustness under Perturbation
[version 1; peer review: 2 approved]
Peer Reviewers Joseph Chukwunweike; Venkata Mohit Tamanampudi
  • Funder
  • The Natural Sciences and Engineering Research Council of Canada (NSERC)
PUBLISHED 09 Apr 2025
https://doi.org/10.12688/f1000research.162306.1
Systematic Review metrics
Machine learning based radiomics approach for outcome prediction of meningioma – a systematic review
[version 1; peer review: 2 approved]
Peer Reviewers Priyanka Chandrasekhar; Mustapha Barde
PUBLISHED 25 Mar 2025
https://doi.org/10.12688/f1000research.154680.2
Research Article metrics
Revised
Role of Artificial intelligence model in prediction of low back pain using T2 weighted MRI of Lumbar spine
[version 2; peer review: 2 approved, 1 approved with reservations, 1 not approved]
Peer Reviewers Priyanka Chandrasekhar; Tarun Gangil; Shashi Kumar Shetty; Eugene Ozhinsky
  • Funder
  • Nil
LATEST VERSION PUBLISHED 10 Oct 2024
https://doi.org/10.12688/f1000research.131775.2
Research Article metrics
Revised
Novel Deep Learning Application: Recognizing Inconsistent Characters on Pharmaceutical Packaging
[version 2; peer review: 1 approved with reservations, 1 not approved]
Peer Reviewers Asghar Ali Chandio; Mridul Ghosh
LATEST VERSION PUBLISHED 23 Jul 2024
https://doi.org/10.12688/f1000research.150773.1
Research Article metrics
Comparison of image quality between Deep learning image reconstruction and Iterative reconstruction technique for CT Brain- a pilot study
[version 1; peer review: 5 approved]
Peer Reviewers SENTHIL MANIKANDAN; Jerald Paul Immanuel; Dr. Tamijeselvan S; Shashi Kumar Shetty; Mustapha Barde
  • Funder
  • Nil
PUBLISHED 26 Jun 2024
https://doi.org/10.12688/f1000research.130245.3
Research Article metrics
Revised
Developing an Application for Document Analysis with Latent Dirichlet Allocation: A Case Study in Integrated Quality Assurance System
[version 3; peer review: 1 approved, 1 approved with reservations, 2 not approved]
Peer Reviewers Shahid Naseem; Zbigniew H. Gontar; Tianbo Ji; Sandhya Avasthi
LATEST VERSION PUBLISHED 09 Apr 2024
https://doi.org/10.12688/f1000research.131905.1
Research Article metrics
Convolutional neural networks for real-time wood plank detection and defect segmentation
[version 1; peer review: 1 approved with reservations]
Peer Reviewers Zhenye Li
PUBLISHED 23 Mar 2023
https://doi.org/10.12688/f1000research.124085.1
Research Article metrics
Experimental study and machine learning model to predict formability of magnesium alloy sheet
[version 1; peer review: 2 approved, 1 approved with reservations]
Peer Reviewers Janaki Vinjamuri; Kun Li; Umer Masood Chaudry
PUBLISHED 29 Sep 2022
1-15 of 15 ARTICLES
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