Digital Machine Learning and Software Product Development Processes
A special issue of Digital (ISSN 2673-6470).
Deadline for manuscript submissions: closed (20 April 2022) | Viewed by 1088
Special Issue Editors
Interests: fuzzy decision making; software engineering; requirements engineering; systems analysis and design; machine learning software product development processes
Special Issues, Collections and Topics in MDPI journals
Interests: expert systems and knowledge representation; fuzzy cognitive maps, artificial intelligence; modeling and prediction; decision support systems; data mining; machine learning; medical decision making
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
- Algorithms: Active Learning; Classification; Clustering; Multitask and Transfer Learning; Unsupervised Learning, etc.
- Deep Learning: Adversarial Networks; Generative Models; Recurrent Networks; Supervised Deep Networks; etc.
- Reinforcement Learning and Planning: Decision and Control; Exploration; Planning; etc.
- Machine Learning Performance Evaluation and Monitoring: Metrics and Measures; Online Evaluating methods; Bandits; Objective Functions; etc
- Machine Learning Product Metrics: Key Performance Indicators; Business Strategy; Product Vision, etc.
- Continuous Integration in Machine Learning: Software Development Life Cycles; Test Driven Development; Data as Code, etc.
- Continuous Deployment in Machine Learing: Model Version Control; Quality Assurance; Load Balancing; Monitoring; Online Feedback and Retraining, etc.
- Social Aspects of Machine Learing: AI Safety; Fairness and Accountability; Privacy, etc.
Prof. Dr. Vassilis C. Gerogiannis
Dr. Elpiniki I. Papageorgiou
Dr. George Kakarontzas
Guest Editors
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. Digital is an international peer-reviewed open access quarterly 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 1000 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.
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