Since it was established, Editor’s Choice has always been welcomed by researchers. Editors-in-Chief have selected about 79 papers to display here. All of them have gained significant influence.

In August 2025, the Editorial Office selected another 16 papers among the most downloaded publications. The following is the list of papers.

“Quantum Computing and Machine Learning in Medical Decision-Making: A Comprehensive Review”
by James C. L. Chow
Algorithms 2025, 18(3), 156; https://doi.org/10.3390/a18030156
Full text available online: https://www.mdpi.com/1999-4893/18/3/156

“Performance Investigation of Active, Semi-Active and Passive Suspension Using Quarter Car Model”
by Kyle Samaroo, Abdul Waheed Awan, Siva Marimuthu, Muhammad Naveed Iqbal, Kamran Daniel and Noman Shabbir
Algorithms 2025, 18(2), 100; https://doi.org/10.3390/a18020100
Full text available online: https://www.mdpi.com/1999-4893/18/2/100

“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
Full text available online: https://www.mdpi.com/1999-4893/18/1/22

“High-Performance Computing and Parallel Algorithms for Urban Water Demand Forecasting”
by Georgios Myllis, Alkiviadis Tsimpiris, Stamatios Aggelopoulos and Vasiliki G. Vrana
Algorithms 2025 18(4), 182; https://doi.org/10.3390/a18040182
Full text available online: https://www.mdpi.com/1999-4893/18/4/182

“GATransformer: A Graph Attention Network-Based Transformer Model to Generate Explainable Attentions for Brain Tumor Detection”
by Sara Tehsin, Inzamam Mashood Nasir and Robertas Damaševičius
Algorithms 2025, 18(2), 89; https://doi.org/10.3390/a18020089
Full text available online: https://www.mdpi.com/1999-4893/18/2/89

“Optimization of PFMEA Team Composition in the Automotive Industry Using the IPF-RADAR Approach”
by Nikola Komatina and Dragan Marinković
Algorithms 2025, 18(6), 342; https://doi.org/10.3390/a18060342
Full text available online: https://www.mdpi.com/1999-4893/18/6/342

“DDL R-CNN: Dynamic Direction Learning R-CNN for Rotated Object Detection”
by Weixian Su and Donglin Jing
Algorithms 2025, 18(1), 21; https://doi.org/10.3390/a18010021
Full text available online: https://www.mdpi.com/1999-4893/18/1/21

“Impossibility Results for Byzantine-Tolerant State Observation, Synchronization, and Graph Computation Problems”
by Ajay D. Kshemkalyani and Anshuman Misra
Algorithms 2025, 18(1), 26; https://doi.org/10.3390/a18010026
Full text available online: https://www.mdpi.com/1999-4893/18/1/26

“A Review on Inverse Kinematics, Control and Planning for Robotic Manipulators With and Without Obstacles via Deep Neural Networks”
by Ana Calzada-Garcia, Juan G. Victores, Francisco J. Naranjo-Campos and Carlos Balaguer
Algorithms 2025, 18(1), 23; https://doi.org/10.3390/a18010023
Full text available online: https://www.mdpi.com/1999-4893/18/1/23

“SMOTE vs. SMOTEENN: A Study on the Performance of Resampling Algorithms for Addressing Class Imbalance in Regression Models”
by Gazi Husain, Daniel Nasef, Rejath Jose, Jonathan Mayer, Molly Bekbolatova, Timothy Devine and Milan Toma
Algorithms 2025, 18(1), 37; https://doi.org/10.3390/a18010037
Full text available online: https://www.mdpi.com/1999-4893/18/1/37

“Optimizing Apache Spark MLlib: Predictive Performance of Large-Scale Models for Big Data Analytics”
by Leonidas Theodorakopoulos, Aristeidis Karras and George A. Krimpas
Algorithms 2025, 18(2), 74; https://doi.org/10.3390/a18020074
Full text available online: https://www.mdpi.com/1999-4893/18/2/74

“Integrating Artificial Intelligence, Internet of Things, and Sensor-Based Technologies: A Systematic Review of Methodologies in Autism Spectrum Disorder Detection”
by Georgios Bouchouras and Konstantinos Kotis
Algorithms 2025, 18(1), 34; https://doi.org/10.3390/a18010034
Full text available online: https://www.mdpi.com/1999-4893/18/1/34

“Application Framework and Optimal Features for UAV-Based Earthquake-Induced Structural Displacement Monitoring”
by Ruipu Ji, Shokrullah Sorosh, Eric Lo, Tanner J. Norton, John W. Driscoll, Falko Kuester, Andre R.
Barbosa, Barbara G. Simpson and Tara C. Hutchinson
Algorithms 2025, 18(2), 66; https://doi.org/10.3390/a18020066
Full text available online: https://www.mdpi.com/1999-4893/18/2/66

“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
Full text available online: https://www.mdpi.com/1999-4893/18/2/82

“Intelligent Multi-Fault Diagnosis for a Simplified Aircraft Fuel System”
by Jiajin Li, Steve King and Ian Jennions
Algorithms 2025, 18(2), 73; https://doi.org/10.3390/a18020073
Full text available online: https://www.mdpi.com/1999-4893/18/2/73

“Knowledge Discovery in Predicting Martensite Start Temperature of Medium-Carbon Steels by Artificial Neural Networks”
by Xiao-Song Wang, Anoop Kumar Maurya, Muhammad Ishtiaq, Sung-Gyu Kang and Nagireddy Gari Subba Reddy
Algorithms 2025, 18(2), 116; https://doi.org/10.3390/a18020116
Full text available online: https://www.mdpi.com/1999-4893/18/2/116