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2.9
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3 December 2025
Information | Highly Cited Papers in 2024


1. “Recurrent Neural Networks: A Comprehensive Review of Architectures, Variants, and Applications”
by Ibomoiye Domor Mienye, Theo G. Swart and George Obaido
Information 2024, 15(9), 517; https://doi.org/10.3390/info15090517
Available online: https://www.mdpi.com/2078-2489/15/9/517

2. “Artificial Intelligence-Enabled Intelligent Assistant for Personalized and Adaptive Learning in Higher Education”
by Ramteja Sajja, Yusuf Sermet, Muhammed Cikmaz, David Cwiertny and Ibrahim Demir
Information 2024, 15(10), 596; https://doi.org/10.3390/info15100596
Available online: https://www.mdpi.com/2078-2489/15/10/596

3. “Generative Pre-Trained Transformer (GPT) in Research: A Systematic Review on Data Augmentation”
by Fahim Sufi
Information 2024, 15(2), 99; https://doi.org/10.3390/info15020099
Available online: https://www.mdpi.com/2078-2489/15/2/99

4. “Optimized Ensemble Learning Approach with Explainable AI for Improved Heart Disease Prediction”
by Ibomoiye Domor Mienye and Nobert Jere
Information 2024, 15(7), 394; https://doi.org/10.3390/info15070394
Available online: https://www.mdpi.com/2078-2489/15/7/394

5. “The Convergence of Artificial Intelligence and Blockchain: The State of Play and the Road Ahead”
by Dhanasak Bhumichai, Christos Smiliotopoulos, Ryan Benton, Georgios Kambourakis and Dimitrios Damopoulos
Information 2024, 15(5), 268; https://doi.org/10.3390/info15050268
Available online: https://www.mdpi.com/2078-2489/15/5/268

6. “FUSeg: The Foot Ulcer Segmentation Challenge”
by Chuanbo Wang, Amirreza Mahbod, Isabella Ellinger, Adrian Galdran, Sandeep Gopalakrishnan, Jeffrey Niezgoda and Zeyun Yu
Information 2024, 15(3), 140; https://doi.org/10.3390/info15030140
Available online: https://www.mdpi.com/2078-2489/15/3/140

7. “Toward Generating a New Cloud-Based Distributed Denial of Service (DDoS) Dataset and Cloud Intrusion Traffic Characterization”
by MohammadMoein Shafi, Arash Habibi Lashkari, Vicente Rodriguez and Ron Nevo
Information 2024, 15(4), 195; https://doi.org/10.3390/info15040195
Available online: https://www.mdpi.com/2078-2489/15/4/195

8. “Optimization of Traditional Stock Market Strategies Using the LSTM Hybrid Approach”
by Ive Botunac, Jurica Bosna and Maja Matetić
Information 2024, 15(3), 136; https://doi.org/10.3390/info15030136
Available online: https://www.mdpi.com/2078-2489/15/3/136

9. “Unmanned Autonomous Intelligent System in 6G Non-Terrestrial Network”
by Xiaonan Wang, Yang Guo and Yuan Gao
Information 2024, 15(1), 38; https://doi.org/10.3390/info15010038
Available online: https://www.mdpi.com/2078-2489/15/1/38

10. “Mapping the Landscape of Misinformation Detection: A Bibliometric Approach”
by Andra Sandu, Ioana Ioanăș, Camelia Delcea, Laura-Mădălina Geantă and Liviu-Adrian Cotfas
Information 2024, 15(1), 60; https://doi.org/10.3390/info15010060
Available online: https://www.mdpi.com/2078-2489/15/1/60

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