Special Issues
Machine Learning and Knowledge Extraction publishes Special Issues to create collections of papers on specific topics, with the aim of building 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 on the topic and all Special Issue submissions follow MDPI's standard editorial process.
The journal’s Editor-in-Chief and/or designated Editorial Board Member will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. Further information on MDPI's Special Issue polices and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.
Selected Papers from the International Conference on Advances in Artificial Intelligence and Machine Learning (AAIML 2026)
Deadline: 15 December 2026
Using Large Language Models for Scientific Problem Solving and Engineering Design
Deadline: 31 December 2026
LLM-Inspired New Generation Machine Learning: Hyperparameter Optimization and Uncertainty Quantification
Deadline: 31 December 2026
Knowledge Discovery and Extraction with Large Language Models, Retrieval-Augmented Generation, and Autonomous Agents: Methods, Architectures, and Applications
Deadline: 31 December 2026
Machine Learning for Physiological Signal Analysis
Deadline: 31 December 2026
Trustworthy AI: Integrating Knowledge, Retrieval, and Reasoning
Deadline: 31 January 2027
Advancing Natural Language Processing for Low-Resource Languages and Dialects
Deadline: 31 January 2027
Explainable Artificial Intelligence: Theoretical Foundations and Methodological Advances
Deadline: 28 February 2027
Next-Generation TinyML: Innovations in Models, Security, and Applications for Constrained Intelligent Systems
Deadline: 28 February 2027
Formal Methods in the Loop: Trustworthy AI Pipelines
Deadline: 28 February 2027
Efficient Image Generation: Algorithms, Architectures and Applications
Deadline: 28 February 2027
Artificial Intelligence in Multimedia: Generation, Synthesis, Analysis, and Security
Deadline: 28 February 2027
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