Titlebook: Learning from Data Streams; Processing Technique Jo?o Gama,Mohamed Medhat Gaber Book 2007 Springer-Verlag Berlin Heidelberg 2007 LEGO Minds

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Tensor Analysis on Multi-aspect Streamsions of WTA, independent-window tensor analysis (IW) and moving-window tensor analysis (MW), are presented and evaluated extensively on real data sets. Finally, we illustrate one important application, Multi-Aspect Correlation Analysis (MACA), which uses WTA and we demonstrate its effectiveness on an environmental monitoring application.

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Knowledge Discovery from Sensor Data for Security Applicationsof knowledge discovery. This chapter describes a case study in the area of transportation security to describe both the key challenges, as well as the possible solutions, in this high-priority area. A?suite of knowledge discovery tools developed for the purpose is described along with a discussion on future requirements.

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TinyOS Education with LEGO MINDSTORMS NXTed on the same hardware. This chapter argues that this comparability facilitate across-community adoption and awareness of TinyOS. Finally, we present the first TinyOS project on NXT, hosted both at TinyOS 2.x contrib and SourceForge under the . name.

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M. A. Hammad,T. M. Ghanem,W. G. Aref,A. K. Elmagarmid,M. F. Mokbel

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Knowledge Discovery from Sensor Data For Scientific Applicationshazards have established history of using sensor data, such as data from DOPPLER radars. Recent advances in sensor technology and computational strengths have created a need for new approaches to analyzing data associated with weather, climate, and associated natural hazards. Knowledge discovery off

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Book 2007o researchers and graduate students the state of the art in data stream processing in sensor networks. The huge bibliography offers an excellent starting point for further reading and future research. .

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Jo?o Gama,Mohamed Medhat Gaberations, discrete dislocation dynamics and other micro/mesoscopic computational analyses. The Symposium attracted sixty-six participants from eight countries, and forty- two papers were presented. The presentations comprised a wide variety of fundamental subjects of physics, mechanical models, comput