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Algorithms
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12 August 2026
Algorithms | Highly Cited Papers Published in 2024–2025 (IV)


As all of the articles published in Algorithms (ISSN 1999-4893) are of open access format, you have free and unlimited access to the full text of all articles. We invite you to read our most highly cited papers published in 2024–2025 (IV), which are listed below:

1. “A Scalable Framework for Sensor Data Ingestion and Real-Time Processing in Cloud Manufacturing”
by Massimo Pacella, Antonio Papa, Gabriele Papadia and Emiliano Fedeli
Algorithms 2025, 18(1), 22; https://doi.org/10.3390/a18010022
Available online: https://www.mdpi.com/1999-4893/18/1/22

2. “Pneumonia Disease Detection Using Chest X-Rays and Machine Learning”
by Cathryn Usman, Saeed Ur Rehman, Anwar Ali, Adil Mehmood Khan and Baseer Ahmad
Algorithms 2025, 18(2), 82; https://doi.org/10.3390/a18020082
Available online: https://www.mdpi.com/1999-4893/18/2/82

3. “A Particle Swarm and Smell Agent-Based Hybrid Algorithm for Enhanced Optimization”
by Abdullahi T. Sulaiman, Habeeb Bello-Salau, Adeiza J. Onumanyi, Muhammed B. Mu'azu, Emmanuel A. Adedokun, Ahmed T. Salawudeen and Abdulfatai D. Adekale
Algorithms 2024, 17(2), 53; https://doi.org/10.3390/a17020053
Available online: https://www.mdpi.com/1999-4893/17/2/53

4. “Simple Histogram Equalization Technique Improves Performance of VGG Models on Facial Emotion Recognition Datasets”
by Jaher Hassan Chowdhury, Qian Liu and Sheela Ramanna
Algorithms 2024, 17(6), 238; https://doi.org/10.3390/a17060238
Available online: https://www.mdpi.com/1999-4893/17/6/238

5. “A Systematic Approach to Portfolio Optimization: A Comparative Study of Reinforcement Learning Agents, Market Signals, and Investment Horizons”
by Francisco Espiga-Fernández, Álvaro García-Sánchez and Joaquín Ordieres-Meré
Algorithms 2024, 17(12), 570; https://doi.org/10.3390/a17120570
Available online: https://www.mdpi.com/1999-4893/17/12/570

6. “Integrating IoMT and AI for Proactive Healthcare: Predictive Models and Emotion Detection in Neurodegenerative Diseases”
by Virginia Sandulescu, Marilena Ianculescu, Liudmila Valeanu and Adriana Alexandru
Algorithms 2024, 17(9), 376; https://doi.org/10.3390/a17090376
Available online: https://www.mdpi.com/1999-4893/17/9/376

7. “Quantum-Inspired Neural Network Model of Optical Illusions”
by Ivan S. Maksymov
Algorithms 2024, 17(1), 30; https://doi.org/10.3390/a17010030
Available online: https://www.mdpi.com/1999-4893/17/1/30

8. “Modeling of Some Classes of Extended Oscillators: Simulations, Algorithms, Generating Chaos, and Open Problems”
by Nikolay Kyurkchiev, Tsvetelin Zaevski, Anton Iliev, Vesselin Kyurkchiev and Asen Rahnev
Algorithms 2024, 17(3), 121; https://doi.org/10.3390/a17030121
Available online: https://www.mdpi.com/1999-4893/17/3/121

9. “Exploring Virtual Environments to Assess the Quality of Public Spaces”
by Rachid Belaroussi, Elie Issa, Leonardo Cameli, Claudio Lantieri and Sonia Adelé
Algorithms 2024, 17(3), 124; https://doi.org/10.3390/a17030124
Available online: https://www.mdpi.com/1999-4893/17/3/124

10. “Enforcing Traffic Safety: A Deep Learning Approach for Detecting Motorcyclists’ Helmet Violations Using YOLOv8 and Deep Convolutional Generative Adversarial Network-Generated Images”
by Maged Shoman, Tarek Ghoul, Gabriel Lanzaro, Tala Alsharif, Suliman Gargoum and Tarek Sayed
Algorithms 2024, 17(5), 202; https://doi.org/10.3390/a17050202
Available online: https://www.mdpi.com/1999-4893/17/5/202

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