Special Issues

Machine Learning and Knowledge Extraction runs special issues to create collections of papers on specific topics. The aim is to build a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors who are experts in the subject and oversee the editorial process for papers. Papers published in a Special Issue will be collected together on a dedicated page of the journal website. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Machine Learning for Biomedical Data Processing submission deadline 15 Jun 2023 | 4 articles | Viewed by 9609 | Submission Open
Advances in Extreme Learning Machines
edited by
submission deadline 15 Jun 2023 | Viewed by 366 | Submission Open
Keywords: extreme learning machines; hierarchical ELM; layered ELM; deep ELM; ELM for data privacy and security; ELM for 5G/6G; ELM for SDN
Deep Learning and Applications
edited by Moamar Sayed-Mouchaweh, Mohd Arif Wani, and Mehmed M. Kantardzic
submission deadline 15 Jun 2023 | Viewed by 54 | Submission Open
Advances in Explainable Artificial Intelligence (XAI)
edited by
submission deadline 15 Jul 2023 | 9 articles | Viewed by 33342 | Submission Open
Keywords: explainable artificial intelligence (XAI); neuro-symbolic reasoning for XAI; interpretable deep learning; argument-based models of explanations; graph neural networks for explainability; machine learning and knowledge-graphs; human-centric explainable AI; interpretation of black-box models; human-understandable machine learning; counterfactual explanations for machine learning; natural language processing in XAI; quantitative/qualitative evaluation metrics for XAI; ante and post-hoc XAI methods; rule-based systems for XAI; fuzzy systems and explainability; human-centered learning and explanations; model-dependent and model-agnostic explainability; case-based explanations for AI systems; interactive machine learning and explanations
Fairness and Explanation for Trustworthy AI submission deadline 15 Aug 2023 | 2 articles | Viewed by 8470 | Submission Open
Keywords: role of fairness in trustworthy AI systems; role of explanation in trustworthy AI systems; role of both fairness and explanation in trustworthy AI systems; human’ s judgement of fairness and explanations in AI systems; innovative methods and technologies in presenting fairness and explanations for boosting trustworthiness of AI systems; novel applications of user experience design and evaluation methods for trustworthy AI with fairness and explanations; social; ethical and legal aspects of fairness in AI; fostering trustworthy AI.
Deep Learning in Image Analysis and Pattern Recognition
edited by and
submission deadline 30 Aug 2023 | 1 articles | Viewed by 2050 | Submission Open
Keywords: machine learning; deep learning; image analysis; pattern recognition
Recent Advances in Feature Selection submission deadline 15 Sep 2023 | 6 articles | Viewed by 13270 | Submission Open
Keywords: feature selection; feature subset selection; ensemble feature selection; dimensionality reduction; interpretable feature; deep learning
Future of Artificial Intelligence in Smart Cities submission deadline 30 Oct 2023 | Viewed by 210 | Submission Open
Keywords: intelligent machines; artificial intelligence; Internet of Things; smart cities; smart healthcare; smart grids; condition monitoring; energy management; smart resource management; smart wastewater treatment; cybersecurity
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