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Special Issue "Machine Learning (ML) and Software Engineering"
A special issue of Electronics (ISSN 2079-9292). This special issue belongs to the section "Computer Science & Engineering".
Deadline for manuscript submissions: 31 July 2023 | Viewed by 3916
Special Issue Editors
E-Mail Website1 Website2
Interests: software evolution; documentation updates; requirement traceability; software architecture; data mining; machine learning; artificial intelligence; intelligent systems
Interests: real-time and cyber-physical systems; IoT; fog/edge mobile computing; real-time network; software engineering (formal methods, model checking)
Interests: object tracking; hashing; large-scale image retrieval; simultaneous localization and mapping; camera calibration; 3D reconstruction
E-Mail Website1 Website2
Interests: reconfigurable computing; application-specific architectures; digital systems; object-oriented programming; combinatorial optimization; hardware description languages
Special Issues, Collections and Topics in MDPI journals
Special Issue in Electronics: Reconfigurable Computing – Hardware/Software Co-design
Special Issue Information
At present, AI, machine learning, and deep learning technologies are remarkably developed, and various intelligent systems are being accordingly developed. This Special Issue aims to present a collection of the various software engineering techniques, tools, and methodologies for such intelligent systems in addition to AI, machine learning, and deep learning technologies that can be utilized to support intelligent software engineering. We also welcome topics on AI-based systems, such as autonomous vehicles, autonomous flights, and medical AIs. Specific topics of interest include but are not limited to:
- Artificial intelligence for software engineering
- Software engineering for artificial intelligence
- Machine learning for requirement engineering
- Machine learning for design
- Machine learning for code generation
- Machine learning for code example generation
- Machine learning for code description
- Machine learning for testing
- Machine learning for code changes
- Machine learning for artifact changes
- CI, DevOps, and MLOps for intelligent software systems
- Issues on autonomous vehicles
- Issues on autonomous flights
- Issues on medical AIs
Through this issue, we will reveal suitable machine learning techniques for supporting intelligent software engineering as well as software engineering methodologies for supporting emerging intelligent software systems. In addition, we would like to foster open discussion on the new horizon of intelligent software systems. Therefore, we welcome various new ideas and their verification in the development of intelligent software systems.
Dr. Seonah Lee
Dr. Jinhyun Kim
Dr. Suwon Lee
Dr. Iouliia Skliarova
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. Electronics 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 2000 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.
- machine learning
- software engineering
- requirement analysis
- intelligence system
- recommendation system
- data mining
- artificial intelligence