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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Fairness and Explanation for Trustworthy AI submission deadline 15 May 2022 | 1 articles | Viewed by 1481
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.
Machine Learning in Drug Discovery
edited by Max Leong
submission deadline 31 May 2022 | Viewed by 210
Keywords: machine learning; ligand-based drug design; structure-based drug design; de novo drug design; drug repurposing; drug absorption; distribution; metabolism; excretion; and toxicity (ADME/Tox)
Selected Papers from ICMLSC 2022
edited by Zhaolong Ning and
submission deadline 31 May 2022 | Viewed by 136
Keywords: intelligent search; automated reasoning and logic programming; machine learning; intelligent planning; neural computing; visual/linguistic perception; evolutionary and swarm algorithms; derivative-free optimization algorithms; fuzzy sets and fuzzy logic; emotional intelligence; hybridization of intelligent models/algorithms; parallel and distributed realization of intelligent algorithms/systems
Recent Advances in Feature Selection
edited by Basabi Chakraborty and Saptarsi Goswami
submission deadline 15 Sep 2022 | 4 articles | Viewed by 5107
Keywords: feature selection; feature subset selection; ensemble feature selection; dimensionality reduction; interpretable feature; deep learning
Language Processing and Knowledge Extraction
edited by and Pedro Rangel Henriques
submission deadline 15 Sep 2022 | 3 articles | Viewed by 4493
Keywords: natural language processing; machine learning; low-resource languages
Pattern Recognition and Machine Learning: Opportunities for the Business
edited by Alessandro Rozza
submission deadline 31 Oct 2022 | Viewed by 161
Keywords: machine learning and its business applications; novel machine learning algorithms with a possible impact on business; pattern recognition in industries and market; machine learning use-cases in heterogeneous business contexts; ethics for artificial intelligence in companies and industries
Deep Learning Methods for Natural Language Processing
edited by Nicholas Ampazis
submission deadline 15 Nov 2022 | Viewed by 104
Keywords: deep learning; machine learning; natural language processing; text analytics
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