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Special Issues

Mathematics 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

Learning to Optimize in Intelligent Systems Processes

Guest Editor: Bin Hu
Viewed by 38

Deadline: 31 October 2026

Open for Submission

Simulation-Based Optimisation and Information Systems in Disaster Management

Guest Editors: Seyed Mojtaba Sajadi, Armin Mahmoodi, Said M. Easa, Mohammad Daneshvar Kakhki
Viewed by 78

Deadline: 31 October 2026

Open for Submission

Optimization Models for Supply Chain, Planning, Scheduling and Transportation

Guest Editor: Charis Ntakolia
Viewed by 27

Deadline: 31 October 2026

Open for Submission

Deep Learning Methods Applied to Big Data Analysis

Guest Editor: Zhong Xiang
Viewed by 26

Deadline: 31 October 2026

Open for Submission

Low-Altitude System Intelligence

Guest Editors: Sihai Guan, Zhi Li
Viewed by 62

Deadline: 31 October 2026

Open for Submission

Advanced Machine Learning Research in Complex System

Guest Editors: Duxin Chen, Mengli Wei
3 articles | Viewed by 295

Deadline: 31 October 2026

Open for Submission

Advances in Deep Learning in Medical Image Analysis

Guest Editor: Guofeng Qin
Viewed by 153

Deadline: 31 October 2026

Open for Submission

Advanced Applications of Multi-Criteria Decision-Making Methods in Operational Research, 2nd Edition

Guest Editors: Marcio Basilio, Valdecy Pereira, Marcos Dos Santos
Viewed by 60

Deadline: 31 October 2026

Open for Submission

Numerical Analysis and Applied Mathematics: Theory, Methods, and Applications

Guest Editor: Theodore E. Simos
Viewed by 20

Deadline: 31 October 2026

Open for Submission

Representation Learning for Computer Vision and Pattern Recognition, 2nd Edition

Guest Editors: Guangwei Gao, Juncheng Li
Viewed by 19

Deadline: 31 October 2026

Open for Submission

Machine Learning on Big Data: From Statistical Learning to Probabilistic Modeling

Guest Editors: Ching-Shih Tsou, Duxin Chen
Viewed by 15

Deadline: 31 October 2026

Open for Submission

Bioinspired Intelligent Algorithms for Optimization, Modeling and Control: Theory and Applications, 3rd Edition

Guest Editor: Alma Y. Alanis
Viewed by 12

Deadline: 31 October 2026

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Mathematics - ISSN 2227-7390