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Special Issues

Algorithms publishes Special Issues to create collections of papers on specific topics, with the aim of building a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors, who are experts on the topic and all Special Issue submissions follow MDPI's standard editorial process.

The journal’s Editor-in-Chief and/or designated Editorial Board Member will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. Further information on MDPI's Special Issue polices and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

Open for Submission

Recent Advances in Numerical Algorithms and Their Applications

Guest Editor: Stoil I. Ivanov
5 articles | Viewed by 2,949

Deadline: 30 November 2026

Open for Submission

Intelligent Algorithms for Modern Supply Chain and Inventory Optimization

Guest Editor: Gino K. Yang
Viewed by 96

Deadline: 30 November 2026

Open for Submission

Applications of Intelligent Optimization Algorithms in Integrated Transportation Systems

Guest Editors: Wenxin Li, Changxi Ma, Chao Wen, Weike Lu, Qingwei Zhong
Viewed by 188

Deadline: 30 November 2026

Open for Submission

Graph and Hypergraph Algorithms and Applications

Guest Editor: Mauro Mezzini
6 articles | Viewed by 10,292

Deadline: 31 October 2026

Open for Submission

Nature-Inspired Algorithms in Machine Learning (3rd Edition)

Guest Editors: Piotr A. Kowalski, Szymon Łukasik, Rohit Salgotra
Viewed by 319

Deadline: 15 October 2026

Open for Submission

Intelligent Algorithms and Signal Processing Techniques for Fault Diagnosis in Mechanical and Electrical Systems

Guest Editors: Martin Valtierra-Rodriguez, Maximiliano Bueno-Lopez, Afshin Rahimi
1 article | Viewed by 1,086

Deadline: 30 September 2026

Open for Submission

Applications of Artificial Intelligence in Healthcare, Biomedicine and Medical Informatics

Guest Editors: Himanshu Buckchash, Deepak Dhungana
1 article | Viewed by 483

Deadline: 30 September 2026

Open for Submission

Innovative Applications of Multi-Criteria Decision Analysis in Industry 4.0 and Digital Transformation

Guest Editor: Javier Martínez-Gómez
Viewed by 131

Deadline: 30 September 2026

Open for Submission

Artificial Intelligence, Image Processing and Spatial Analytics in Environmental Informatics

Guest Editors: Hugo Wai Leung Mak, Kassim S. Mwitondi
1 article | Viewed by 264

Deadline: 30 September 2026

Open for Submission

Signal Processing, Intelligent Analysis, and Optimization for Communication & Electronic Systems

Guest Editor: Zhongqiang Luo
Viewed by 89

Deadline: 30 September 2026

Open for Submission

Machine Learning and Deep Learning in Medical Imaging Diagnostics

Guest Editor: María Prados Privado
1 article | Viewed by 453

Deadline: 31 August 2026

Open for Submission

Stochastic Optimization with Industrial Applications

Guest Editors: Honglei Xu, Guoqiang Wang, Changjun Yu, Lei Wang
Viewed by 110

Deadline: 31 August 2026

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Algorithms - ISSN 1999-4893