Learning
A section of Machine Learning and Knowledge Extraction (ISSN 2504-4990).
Section Information
Automatic and interactive machine learning methodologies, methods, algorithms and tools, comparisons to human cognition.
Editorial Board
Special Issues
Following special issues within this section are currently open for submissions:
- Clinically Robust and Transparent AI-Assisted Medical Diagnostics: From Learning Dynamics to Real-World Deployment (Deadline: 30 September 2026)
- Selected Papers from the International Conference on Advances in Artificial Intelligence and Machine Learning (AAIML 2026) (Deadline: 30 September 2026)
- Artificial Intelligence for Signal, Image, and Multimodal Data Processing: Algorithms, Models, and Knowledge Extraction (Deadline: 15 October 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)
- Explainable Artificial Intelligence: Theoretical Foundations and Methodological Advances (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)
- Multimodal Learning and Knowledge Extraction for Precision Healthcare: Diagnosis, Risk Prediction, and Clinical Decision Support (Deadline: 31 March 2027)
- Machine Learning for Intelligent Biometrics, Pattern Recognition and Secure Identification Systems (Deadline: 31 March 2027)
- Learning from Small Data in Computer Vision (Deadline: 31 March 2027)
- Artificial Intelligence Applications in Biomedicine and Healthcare (Deadline: 31 May 2027)
- Sustainable Applications for Machine Learning—2nd Edition (Deadline: 31 December 2027)
Topical Collection
Following topical collection within this section is currently open for submissions:
