Research and Applications of Neural Networks and Fuzzy Logic
A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "Fuzzy Sets, Systems and Decision Making".
Deadline for manuscript submissions: 31 May 2025 | Viewed by 31
Special Issue Editor
Interests: deep neural networks; fuzzy logic; machine learning; artificial intelligence; artificial neural networks; convolutional neural networks
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
We are pleased to invite submissions to a Special Issue of Mathematics (MDPI) under the titled "Research and Applications of Neural Networks and Fuzzy Logic".
This Special Issue aims to explore the latest innovations and research combining neural networks and fuzzy logic, focusing on their practical applications in fields such as pattern recognition, control systems, decision-making, artificial intelligence, data analysis, and health care or medical applications. Additionally, this Special Issue aims to explore advancements in convolutional neural networks (CNNs), deep learning techniques, the development of optimal neural network architectures, and the critical need for explainable artificial intelligence (XAI). This Special Issue seeks to highlight innovative research, practical implementations, and theoretical advancements that enhance the understanding and application of neural networks and fuzzy logic in complex real-world challenges.
Contributions may address, but are not limited to, the following topics:
- Neural networks and fuzzy logic for pattern recognition and image analysis.
- Advanced control systems integrating fuzzy logic and neural networks.
- Decision-making processes using fuzzy logic and neural networks.
- Artificial intelligence and machine learning models integrating fuzzy logic for greater accuracy and flexibility.
- Data analysis and optimization using hybrid neuro-fuzzy systems.
- Health care and medical applications involving neuro-fuzzy systems and AI for diagnostics, treatment planning, and predictive analysis.
- Applications of CNNs and deep learning in combination with fuzzy logic.
- Optimization of neural network architectures for better performance and efficiency.
- Development of explainable AI (XAI) systems using fuzzy logic for interpretability and transparency.
Prof. Dr. Claudia I. González
Guest Editor
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
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
- neural networks
- fuzzy logic
- neuro-fuzzy systems
- explainable AI
- optimal neural network architectures
- artificial intelligence
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