A new approach to distributed large-scale data mining, service-oriented knowledge discovery extracts useful knowledge from today's often unmanageable volumes of data by exploiting data mining and machine learning distributed models and techniques in service-oriented infrastructures. Service-Oriented Distributed Knowledge Discovery presents techniqu
Distributed Knowledge Discovery: An Overview. Service-Oriented Computing for Data Analysis. Designing Services for Distributed Knowledge Discovery. Workflows of Services for Data Analysis. Services and Grids: The Knowledge Grid. Mining Tasks as Services: The Case of Weka4WS. How Services Can Support Mobile Data Mining. Knowledge Discovery Applications. Sketching the Future Pervasive Data Services. Bibliography. Index.