DELTA 2024: Discovering Drift Phenomena in Evolving Landscape
The DELTA 2024 workshop at KDD 2024 addressed cutting-edge challenges in drift detection, data streams, and adaptive machine learning, held on August 26, 2024 in Barcelona, Spain.
The workshop explored discovering drift phenomena in evolving data landscapes, covering concept drift detection, data stream mining, and adaptive learning methods.
Topics of Interest
- Concept drift detection and adaptation
- Data stream mining and real-time analytics
- Evolving data distributions in production ML systems
- Temporal dynamics in graph data
- Drift-aware recommender systems
Organizers
- Marco Piangerelli (University of Camerino)
- Bardh Prenkaj (TU Munich)
- Ylenia Rotalinti (Brunel University London)
- Ananya Joshi (Carnegie Mellon University)
- Giovanni Stilo (Luiss University of Rome)