Discovering Drift Phenomena in Evolving Landscapes
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.
| ISBN: | 9783031823459 |
|---|---|
| Sprache: | Englisch |
| Seitenzahl: | 165 |
| Produktart: | Kartoniert / Broschiert |
| Herausgeber: | Joshi, Ananya Piangerelli, Marco Prenkaj, Bardh Rotalinti, Ylenia Stilo, Giovanni |
| Verlag: | Springer International Publishing |
| Veröffentlicht: | 25.02.2025 |
| Untertitel: | First International Workshop, DELTA 2024, Barcelona, Spain, August 26, 2024, Proceedings |
| Schlagworte: | Anomaly detection Artificial intelligence Classification and regression trees Data streaming Data stream mining Maintainability and maintenance Supervised learning Unsupervised learning |