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» Challenges for Data Mining in Distributed Sensor Networks
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CSREAESA
2004
13 years 9 months ago
Analytical Analysis of Data and Decision Fusion in Sensor Networks
- MEMS technology has improved such that the capabilities of large sensor devices can now be encompassed in devices that are the size of a penny. These resource constraint devices ...
Zille Huma Kamal, Mohammad Ali Salahuddin, Ajay K....
MOBIHOC
2003
ACM
14 years 7 months ago
Connected sensor cover: self-organization of sensor networks for efficient query execution
Spatial query execution is an essential functionality of a sensor network, where a query gathers sensor data within a specific geographic region. Redundancy within a sensor networ...
Himanshu Gupta, Samir R. Das, Quinyi Gu
VLDB
1997
ACM
110views Database» more  VLDB 1997»
13 years 12 months ago
The Network as a Global Database: Challenges of Interoperability, Proactivity, Interactiveness, Legacy
The current integrated developments in network and computing give rise to a technical infrastructure for the information society which one may variously circumscribe by terms such...
Peter C. Lockemann, Ulrike Kölsch, Arne Kosch...
KDD
2008
ACM
165views Data Mining» more  KDD 2008»
14 years 8 months ago
Colibri: fast mining of large static and dynamic graphs
Low-rank approximations of the adjacency matrix of a graph are essential in finding patterns (such as communities) and detecting anomalies. Additionally, it is desirable to track ...
Hanghang Tong, Spiros Papadimitriou, Jimeng Sun, P...
EWSN
2004
Springer
14 years 7 months ago
Lessons from a Sensor Network Expedition
Habitat monitoring is an important driving application for wireless sensor networks (WSNs). Although researchers anticipate some challenges arising in the real-world deployments of...
Robert Szewczyk, Joseph Polastre, Alan M. Mainwari...