The scope of this event includes both theoretical and practical themes related to data-driven analysis of extreme events. The topics of interest of the workshop include (but are not limited to):

  • Machine Learning Models for Event Prediction
  • Data Mining approaches for Event Detection
  • Event and Extreme Event Formalization and Modeling
  • Systems to support Event Detection and Prediction
  • Complex Event Detection Systems
  • Spatiotemporal Event Analysis
  • Event analysis on social media
  • Detecting events from social media
  • Observational Data Management approaches
  • Physics-Informed Neural network approaches for Extreme Event Analytics
  • Deep Learning approaches for Event Analytics
  • Data Lake to support observation data management
  • Machine Learning Systems in support of Event detection and prediction
  • IoT processing for Event Analytics
  • Knowledge graphs for Extreme Events
  • Anomaly detection
  • Real-time Event Analytics
  • Characterization and explainability of Extreme Events Predictions
  • Domain-specific event analysis
  • Event recommendation