Intelligent techniques for warehousing and mining sensor network data
Title:
Intelligent techniques for warehousing and mining sensor network data
Author:
Cuzzocrea, Alfredo, 1974-
ISBN:
9781605663296
Publication Information:
Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2010.
Physical Description:
electronic texts (xxv, 398 p.) : digital files.
Contents:
1. Integrated intelligence / Marcos Campos, Boriana Milenova -- 2. Improving OLAP analysis of multidimensional data streams via efficient compression techniques / Alfredo Cuzzocrea, Filippo Furfaro, Elio Masciari, Domenico Saccà -- 3. Warehousing RFID and location-based sensor data / Hector Gonzalez, Jiawei Han, Hong Cheng, Tianyi Wu -- 4. Warehousing and mining streams of mobile object observations / S. Orlando, A. Raffaetá, A. Roncato, C. Silvestri -- 5. Anomaly detection in streaming sensor data / Alec Pawling, Ping Yan, Julián Candia, Tim Schoenharl, Greg Madey -- 6. Knowledge discovery for sensor network comprehension / Pedro Rodrigues, João Gama, Luís Lopes -- 7. Why general outlier detection techniques do not suffice for wireless sensor networks / Yang Zhang, Nirvana Meratnia, Paul Havinga -- 8. Intelligent acquisition techniques for sensor network data / Elena Baralis, Tania Cerquitelli, Vincenzo D'Elia -- 9. Peer-to-peer data clustering in self-organizing sensor networks / Stefano Lodi, Gabriele Monti, Gianluca Moro, Claudio Sartori -- 10. Intelligent querying techniques for sensor data fusion / Shi-Kuo Chang, Gennaro Costagliola, Erland Jungert, Karin Camara -- 11. Query optimisation for data mining in peer-to-peer sensor networks / Mark Roantree, Alan Smeaton, Noel O'Connor, Vincent Andrieu, Nicolas Legeay, Fabrice Camous -- 12. Geographic routing of sensor data around voids and obstacles / Sotiris Nikoletseas, Olivier Powell, Jose Rolim -- 13. Sensor field resource management for sensor network data mining / David Yates, Jennifer Xu -- 14. Event/stream processing for advanced applications / Qingchun Jiang, Raman Adaikkalavan, Sharma Chakravarthy -- 15. A survey of dynamic key management schemes in sensor networks / Biswajit Panja, Sanjay Madria.
Abstract:
This book presents fundamental and theoretical issues pertaining to data management. Covering a broad range of topics on warehousing and mining sensor networks, this advanced title provides significant industry solutions to those in database, data warehousing, and data mining research communities.
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Electronic Access:
Chapter PDFs via platform: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-60566-328-9