UKD Topics for the submission of papers


The workshop will address all topics of ubiquitous knowledge discovery, including:

  • Parallel and distributed mining in Peer-to-Peer networks, sensor networks and grids
  • Activity recognition
  • Sensor data preprocessing, transformation, and space-time sampling techniques
  • Online methods for mining temporal, spatial and spatio-temporal data
  • Scalable and distributed classification, prediction, and clustering algorithms
  • Mining continuous streams and ubiquitous data
  • Resource-aware algorithms for distributed mining
  • Ubiquitous user modeling
  • Change detection algorithms
  • Visualization techniques for distributed data streams
  • Applications of ubiquitous knowledge discovery in various domains, including telecommunications, environment, Earth observation and monitoring, urban planning, web/road traffic, etc.