Discovering Drift Phenomena in Evolving Landscapes

First International Workshop, DELTA 2024, Barcelona, Spain, August 26, 2024, Proceedings

Marco Piangerelli, Bardh Prenkaj, Ylenia Rotalinti, Ananya Joshi, Giovanni Stilo (Herausgeber)

Buch | Softcover

X, 165 Seiten

2025
Springer International Publishing (Verlag)
978-3-031-82345-9 (ISBN)

Infos

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.

Produkt-Details

• Erscheinungsdatum: 27.02.2025
• Reihe/Serie: Lecture Notes in Computer Science
• Zusatzinfo: X, 165 p. 81 illus., 55 illus. in color.
• Verlagsort: Cham
• Sprache: englisch
• Maße: 155 x 235 mm
• Themenwelt: Informatik ► Datenbanken ► Data Warehouse / Data Mining
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Schlagworte: Anomaly Detection • Artificial Intelligence • classification and regression trees • Data streaming • data stream mining • Maintainability and Maintenance • supervised learning • Unsupervised Learning
• ISBN-10: 3-031-82345-1 / 3031823451
• ISBN-13: 978-3-031-82345-9 / 9783031823459
• Zustand: Neuware