Recent Advances in Computational Intelligence: From Theories to Applications
A special issue of Applied Sciences (ISSN 2076-3417). This special issue belongs to the section "Computing and Artificial Intelligence".
Deadline for manuscript submissions: closed (30 November 2022) | Viewed by 4580
Special Issue Editor
Interests: microprocessor reliability; ANN reliability; CAD; bioinspired heuristics
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Computational intelligence-based applications are occupying an always larger space in our normal lives due to their computational capabilities and outstanding results. These applications have been exploited in very different environments: from autonomous driving to medical solutions, from financing to cybersecurity, also including space applications and home appliances. However, there is a lack of a holistic analysis and comprehension of the reliability issues that may affect computational intelligence applications. For example, in most cases, it is necessary to start defining the used fault models to present a failure analysis from the software or hardware points of view. On the other side, the metrics to correctly assess the reliability of computational intelligence applications are not well defined. The research community is still investigating the most appropriate mitigation strategies to improve application reliability.
Authors and research groups exploring solutions to the mentioned issues are very welcome to send their original contributions to the proposed Special Issue.
Prof. Dr. Ernesto Sanchez
Guest Editor
Manuscript Submission Information
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Keywords
- Computational intelligence applications
- reliability
- fault-tolerant
- artificial neural networks
- artificial intelligence
- mitigation strategies
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