Advanced Data Mining and Applications, Kartoniert / Broschiert

Klappentext

This four-volume set LNAI 17287-17290 constitutes the refereed proceedings of the 22nd International Conference on Advanced Data Mining and Applications, ADMA 2026, held in Hong Kong, China, during November 13--15, 2026.

The 113 full papers and 46 short papers included in these volumes were carefully reviewed and selected from 510 submissions. The are organized into the following topical sections:

Part I: Advanced Time Series Analysis: Theories, Methods, and Applications; Benchmarks, Evaluations, and Visions; Computer Vision for Data Mining; Machine Learning for Data Mining.

Part II: Data Management; Data Mining Applications; Educational Data Mining in the Era of Large Language Models; Enabled Large Language Models for Data Mining and Advanced Applications; Information Retrieval; Intelligent Analytics for Healthcare and Biomedicine; Trustworthy Agentic AI: Foundations, Evaluation, and Applications; Recommendation Systems.

Part III: Data Mining Technologies; Responsible Data Intelligence; Data-Efficient Agentic Learning for Data Mining.

Part IV: Private, Secure, and Trustworthy Data Analytics; Adaptive and Trustworthy Knowledge Discovery.