Mathematical and Computing Sciences for Artificial Intelligence, 2nd Edition
A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "E1: Mathematics and Computer Science".
Deadline for manuscript submissions: 31 May 2026 | Viewed by 716
Special Issue Editor
Interests: security and privacy in machine learning and artificial intelligence
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
The field of artificial intelligence relies on a deep understanding of mathematics, statistics, and computer science to create algorithms that can learn from data and make intelligent decisions. However, due to the lack of data, bias in data, and the complexity of real-world systems, there are still many challenges in this field, including mathematical foundations and modeling in artificial intelligence, better optimization algorithms, interpretability of artificial intelligence, and building AI algorithms to solve specific application problems. Since mathematics is the foundation of artificial intelligence, and the integration of mathematical and computing sciences plays a crucial role in advancing AI research, this Special Issue aims to explore the latest developments, methodologies, and applications that highlight the synergy between mathematics, computing, and AI. We welcome original research papers addressing various aspects of mathematical and computing sciences for artificial intelligence. Topics of interest include, but are not limited to, the following:
- Optimization algorithms and machine learning;
- Probabilistic modeling and Bayesian inference in AI;
- Reinforcement learning and control theory;
- Adversarial attacks and defense in AI;
- Game theory and AI decision;
- Mathematical approaches to explainable AI;
- Graph theory and network analysis for AI systems;
- Natural language processing and computational linguistics;
- Mathematical modeling for computer vision;
- The applications of AI in the field of medical sciences.
Prof. Dr. Chong-Zhi Gao
Guest Editor
Manuscript Submission Information
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Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Mathematics is an international peer-reviewed open access semimonthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- optimization algorithms and machine learning
- probabilistic modeling and Bayesian inference in AI
- reinforcement learning and control theory
- adversarial attacks and defense in AI
- game theory and AI decision
- mathematical approaches to explainable AI
- graph theory and network analysis for AI systems
- natural language processing and computational linguistics
- mathematical modeling for computer vision
- the applications of AI in the field of medical sciences
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