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11 June 2025
Information | Highly Cited Papers in 2023–2024 (I)

1. “A Comparison of Undersampling, Oversampling, and SMOTE Methods for Dealing with Imbalanced Classification in Educational Data Mining”
by Tarid Wongvorachan, Surina He and Okan Bulut
Information 2023, 14(1), 54; https://doi.org/10.3390/info14010054
Available online: https://www.mdpi.com/2078-2489/14/1/54

2. “Smart Contracts in Blockchain Technology: A Critical Review”
by Hamed Taherdoost
Information 2023, 14(2), 117; https://doi.org/10.3390/info14020117
Available online: https://www.mdpi.com/2078-2489/14/2/117

3. “Generalized Frame for Orthopair Fuzzy Sets: (m,n)-Fuzzy Sets and Their Applications to Multi-Criteria Decision-Making Methods”
by Tareq M. Al-shami and Abdelwaheb Mhemdi
Information 2023, 14(1), 56; https://doi.org/10.3390/info14010056
Available online: https://www.mdpi.com/2078-2489/14/1/56

4. “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

5. “IoT-Enabled Precision Agriculture: Developing an Ecosystem for Optimized Crop Management”
by Shadi Atalla, Saed Tarapiah, Amjad Gawanmeh, Mohammad Daradkeh, Husameldin Mukhtar, Yassine Himeur, Wathiq Mansoor, Kamarul Faizal Bin Hashim and Motaz Daadoo
Information 2023, 14(4), 205; https://doi.org/10.3390/info14040205
Available online: https://www.mdpi.com/2078-2489/14/4/205

6. “Effects of Generative Chatbots in Higher Education”
by Galina Ilieva, Tania Yankova, Stanislava Klisarova-Belcheva, Angel Dimitrov, Marin Bratkov and Delian Angelov
Information 2023, 14(9), 492; https://doi.org/10.3390/info14090492
Available online: https://www.mdpi.com/2078-2489/14/9/492

7. “A Comparative Analysis of Supervised and Unsupervised Models for Detecting Attacks on the Intrusion Detection Systems”
by Tala Talaei Khoei and Naima Kaabouch
Information 2023, 14(2), 103; https://doi.org/10.3390/info14020103
Available online: https://www.mdpi.com/2078-2489/14/2/103

8. “Deep Learning for Time Series Forecasting: Advances and Open Problems”
by Angelo Casolaro, Vincenzo Capone, Gennaro Iannuzzo and Francesco Camastra
Information 2023, 14(11), 598; https://doi.org/10.3390/info14110598
Available online: https://www.mdpi.com/2078-2489/14/11/598

9. “Mapping Metaverse Research: Identifying Future Research Areas Based on Bibliometric and Topic Modeling Techniques”
by Abderahman Rejeb, Karim Rejeb and Horst Treiblmaier
Information 2023, 14(7), 356; https://doi.org/10.3390/info14070356
Available online: https://www.mdpi.com/2078-2489/14/7/356

10. “A Systematic Review of Transformer-Based Pre-Trained Language Models through Self-Supervised Learning”
by Evans Kotei and Ramkumar Thirunavukarasu
Information 2023, 14(3), 187; https://doi.org/10.3390/info14030187
Available online: https://www.mdpi.com/2078-2489/14/3/187

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