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Discovering Drift Phenomena in Evolving Landscapes:First International Workshop, DELTA 2024, Barcelona, Spain, August 26, 2024, Proceedings (Lecture Notes in Computer Science)
by: Marco Piangerelli (Editor), Bardh Prenkaj (Editor), Ylenia Rotalinti (Editor), Ananya Joshi (Editor), Giovanni Stilo (Editor)
Publisher: Springer
Publication Date: 2025-02-25
Language: English
Print Length: 176 pages
ISBN-10: 3031823451
ISBN-13: 9783031823459
Book Description
This book constitutes the post-conference proceedings of the First International Workshop on Discovering Drift Phenomena in Evolving Landscapes, DELTA 2024, held in Barcelona, Spain, on August 26, 2024. The 9 full papers presented together with 1 short paper were carefully reviewed and selected from 17 submissions. The papers are grouped into three topical sections, namely:adaptive and robust learning in dynamic environments; challenges and solutions in drift detection and anomaly explanation; and innovative approaches to concept drift detection and landscape shifts.
Editorial Reviews
This book constitutes the post-conference proceedings of the First International Workshop on Discovering Drift Phenomena in Evolving Landscapes, DELTA 2024, held in Barcelona, Spain, on August 26, 2024. The 9 full papers presented together with 1 short paper were carefully reviewed and selected from 17 submissions. The papers are grouped into three topical sections, namely:adaptive and robust learning in dynamic environments; challenges and solutions in drift detection and anomaly explanation; and innovative approaches to concept drift detection and landscape shifts.
