Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning

Fundamentals in AI and Machine Learning

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1-20 of 25 ARTICLES
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https://doi.org/10.12688/f1000research.173204.1
Opinion Article metrics AWAITING PEER REVIEW
Knowing what you don’t know: why professional doctorate students should tread carefully with AI research assistants
[version 1; peer review: awaiting peer review]
Nieky van Veggel
Peer Reviewers Invited
  • Funder
  • East Suffolk and North Essex NHS Foundation Trust
PUBLISHED 18 Dec 2025
https://doi.org/10.12688/f1000research.166350.2
Research Article metrics
Revised
A Hybrid Anomaly Detection Framework Combining Supervised and Unsupervised Learning for Credit Card Fraud Detection
[version 2; peer review: 1 approved with reservations, 1 not approved]
Mohammad Shanaa, Sherief Abdallah
Peer Reviewers Gian Marco Paldino; Shamik Palit
LATEST VERSION PUBLISHED 11 Dec 2025
https://doi.org/10.12688/f1000research.169682.1
Systematic Review metrics AWAITING PEER REVIEW
Artificial Intelligence in Project Management: Challenges, Strategies and Best Practices
[version 1; peer review: awaiting peer review]
Akinlo Mogbojuri, Obiyemi Obiseye, Arooj Wali, Mendon Dewa
Peer Reviewers Invited
PUBLISHED 04 Dec 2025
https://doi.org/10.12688/f1000research.171008.1
Research Article metrics
Hybrid PSO-GA Metaheuristic Optimization for Comprehensive Student Performance Enhancement
[version 1; peer review: 1 not approved]
Pitchika P N G PhaniKumar, Junali Jasmine Jena, Sagiraju Srinadhraju, Sudhirvarma Sagiraju
Peer Reviewers Grigorios N Beligiannis
  • Funder
  • Kalinga Institute of Industrial Technology
PUBLISHED 01 Dec 2025
https://doi.org/10.12688/f1000research.168512.1
Research Article metrics AWAITING PEER REVIEW
From Automation-Induced Job Loss to a Supervisory Economy?
[version 1; peer review: awaiting peer review]
Peter Malliaros, W Alejandro Pacheco-Jaramillo
Peer Reviewers Invited
PUBLISHED 05 Nov 2025
https://doi.org/10.12688/f1000research.169794.1
Research Article metrics AWAITING PEER REVIEW
Algorithmic targeting in the Iranian–Israeli confrontation: Technical realities, legal thresholds, and the boundaries of human control
[version 1; peer review: awaiting peer review]
Lamia faris
Peer Reviewers Invited
PUBLISHED 03 Nov 2025
https://doi.org/10.12688/f1000research.169545.1
Software Tool Article metrics AWAITING PEER REVIEW
AIr - Artificial Intelligence Risk of bias tool (AIr)
[version 1; peer review: awaiting peer review]
Hannah Glatzel, Solange Bramer, Katie Malone, Ranu Baral, Muhammad Hamza Shah, Sakshi Roy, Arjun Ahluwalia, Kirshun Suvendiran, Joanne Lac, Girishkumar Sivakumar, YuZhi Phuah, Lily Snell, Karish Thavabalan, Carmen Lucia Garcia Pérez, Reubeen Ahmad, Niraj S Kumar, Mahmood Ahmad
Peer Reviewers Invited
PUBLISHED 03 Nov 2025
https://doi.org/10.12688/f1000research.170933.1
Research Article metrics AWAITING PEER REVIEW
How to Achieve Near-Perfect Gender Inference Accuracy in Medicine Using ChatGPT
[version 1; peer review: awaiting peer review]
Paul Sebo
Peer Reviewers Invited
PUBLISHED 03 Nov 2025
https://doi.org/10.12688/f1000research.171774.1
Study Protocol metrics
Tracking the Evolving Role of Artificial Intelligence in Implementation Science: Protocol for a Living Scoping Review of Applications, Evaluation Approaches and Outcomes
[version 1; peer review: 1 approved]
Guillaume Fontaine, Olivia Di Lalla, Susan Michie, Byron J. Powell, Vivian Welch, James Thomas, Jeffery Chan, Samira Abbasgholizadeh-Rahimi, France Légaré, Janna Hastings, Sylvie D. Lambert, Justin Presseau, Sharon E. Straus, Ian D. Graham, Ruopeng An, Daniel N. Elakpa, Meagan Mooney, Alenda Dwiadila Matra Putra, Rachael Laritz, Natalie Taylor
Peer Reviewers Julia Brasileiro
PUBLISHED 17 Oct 2025
https://doi.org/10.12688/f1000research.167988.1
Research Article metrics AWAITING PEER REVIEW
You are the Driver and AI is the Mate: Exploring Human-Led Creative and Critical Thinking in AI-Augmented Learning Environments
[version 1; peer review: awaiting peer review]
Inuusah Mahama, Patience Amadu
Peer Reviewers Invited
PUBLISHED 24 Sep 2025
https://doi.org/10.12688/f1000research.165575.2
Research Article metrics
Revised
Deep learning based hybrid residual attention and echo state network for high-accuracy heart disease prediction
[version 2; peer review: 1 approved, 1 approved with reservations, 1 not approved]
Cenitta D, VIijaya Arjunan Ranganathan, Tanuja Shailesh, Andrew J, Arul N, Praveen Pai T
Peer Reviewers Amalie Dahl Haue; Dhadkan Shrestha; MUHAMMAD HAMMAD MEMON
LATEST VERSION PUBLISHED 16 Sep 2025
https://doi.org/10.12688/f1000research.166080.1
Software Tool Article metrics
MetaLLMReporter: An R Shiny App Integrating Meta-Analysis Execution with LLM-Assisted Reporting
[version 1; peer review: 1 approved with reservations]
laiba khan, Maham khan, Nijat Rzayev, Manpreet Kour, Touqeer Rana, Mahmood Ahmad, Joanne Lac
Peer Reviewers Xiangmin Shen
PUBLISHED 23 Jul 2025
https://doi.org/10.12688/f1000research.166513.1
Review metrics
An Introduction to Generative Artificial Intelligence for Academics
[version 1; peer review: 2 approved with reservations]
Nate Breznau, Hung H.V. Nguyen
Peer Reviewers William J Marin-Rodriguez; Kezia Mkwizu
  • Funder
  • Deutsche Forschungsgemeinschaft
PUBLISHED 04 Jul 2025
https://doi.org/10.12688/f1000research.164796.1
Research Article metrics AWAITING PEER REVIEW
The Limits of AI in Understanding Emotions: Challenges in Bridging Human Experience and Machine Perception
[version 1; peer review: awaiting peer review]
Alain Finet, Kevin Kristoforidis, Julie Laznicka
Peer Reviewers Invited
  • Funder
  • Fédération Wallonie-Bruxelles
PUBLISHED 13 Jun 2025
https://doi.org/10.12688/f1000research.161477.2
Systematic Review metrics
Revised
Synergistic review of automation impact of big data, AI, and ML in current data transformative era
[version 2; peer review: 2 approved, 1 approved with reservations]
Swastik Rath, Manjusha Pandey, Siddharth Swarup Rautaray
Peer Reviewers Geeta Sandeep Nadella; Narayanage Jayantha Dewasiri; Edwin Ramirez Asis
  • Funder
  • Kalinga Institute of Industrial Technology
LATEST VERSION PUBLISHED 22 May 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]
Jack Langille, Issam Hammad, Guy Kember
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]
Saroh S, Saikiran Pendem, Prakashini K, Shailesh Nayak S, Girish R Menon, Priyanka -, Divya B
Peer Reviewers Priyanka Chandrasekhar; Mustapha Barde
PUBLISHED 25 Mar 2025
https://doi.org/10.12688/f1000research.160816.1
Research Article metrics
Body gesture recognition using crow search algorithm enhanced probabilistic neural network for human- computer interaction
[version 1; peer review: 1 approved, 1 approved with reservations]
BAKKIALAKSHMI V.S, Pornpimol Chawengsaksopark, Mithileysh Sathiyanarayanan
Peer Reviewers Vijayan Vijayarajan; Sachinkumar Veerashetty
PUBLISHED 03 Feb 2025
https://doi.org/10.12688/f1000research.160142.1
Systematic Review metrics AWAITING PEER REVIEW
Exploring the potential benefits and challenges of artificial intelligence for research funding organisations: a scoping review
[version 1; peer review: awaiting peer review]
Amanda Blatch-Jones, Hazel Church, Ksenia Crane
Peer Reviewers Invited
PUBLISHED 24 Jan 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]
Ali Muhaimil, Saikiran Pendem, Niranjana Sampathilla, Priya P S, Kaushik Nayak, Krishnaraj Chadaga, Anushree Goswami, Obhuli Chandran M, Abhijith S
Peer Reviewers Priyanka Chandrasekhar; Tarun Gangil; Shashi Kumar Shetty; Eugene Ozhinsky
  • Funder
  • Nil
LATEST VERSION PUBLISHED 10 Oct 2024
1-20 of 25 ARTICLES
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