Knowledge discovery in databases: an overview
AI Magazine
Randomized algorithms
The KDD process for extracting useful knowledge from volumes of data
Communications of the ACM
Uncertainly measures of rough set prediction
Artificial Intelligence
The cougar approach to in-network query processing in sensor networks
ACM SIGMOD Record
The Lowell database research self-assessment
Communications of the ACM - Adaptive complex enterprises
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The widespread distribution and availability of small-scale sensors, actuators, and embedded processors is transforming the physical world into a computing platform. Sensor networks that combine physical sensing capabilities such as temperature, light with networking and computation capabilities are becoming ubiquitous. Applications range from environmental control, warehouse inventory, and health care to scientific and military scenarios. In this paper, we discuss a model for database support for interfacing sensors to grid computing. Stored data are represented as relations. We also discuss the design and implementation of experimental implementation the sensor database support system.