[PDF][PDF] Mining Association Rules in Wireless Sensor Networks: A Survey

G Das, A Das - academia.edu
With the advances of wireless sensor network and their ability to generate a large amount of
data, data mining techniques to extract useful knowledge regarding the underlying network …

An efficient single-pass algorithm for mining association rules from wireless sensor networks

SK Tanbeer, CF Ahmed, BS Jeong - IETE Technical Review, 2009 - Taylor & Francis
With advances in technology, use of wireless sensor networks (WSNs) has widely increased
in recent decades. In general, WSNs produce a large amount of data in the form of streams …

An efficient data extraction mechanism for mining association rules from wireless sensor networks

A Boukerche, S Samarah - 2007 IEEE International …, 2007 - ieeexplore.ieee.org
With the advances of wireless sensor networks and their ability to generate a large amount
of data, data mining techniques to extract useful knowledge regarding the underlying …

[PDF][PDF] Fuzzy-Genetic Algorithm Based Association Rules for Wireless Sensor Data

T Abirami, P Thangaraj - International Journal of Computer Science and …, 2012 - Citeseer
Wireless Sensor Networks (WSN) generates a huge amount of data for efficient application
of discovering essential knowledge from it is important. Usually, WSN data is generated in …

A novel association rule mining mechanism in wireless sensor networks

A Das - 2012 3rd National Conference on Emerging Trends …, 2012 - ieeexplore.ieee.org
Sensor association rules have been found to be very useful for improving the quality of
service, energy conservation, resource management, etc. in wireless sensor networks …

A new representation structure for mining association rules from wireless sensor networks

A Boukerche, S Samarah - 2007 IEEE Wireless …, 2007 - ieeexplore.ieee.org
With the advances in wireless sensor networks and their ability to generate a large amount
of data, data mining techniques used to extract useful knowledge regarding the underlying …

Efficient mining of association rules from wireless sensor networks

SK Tanbeer, CF Ahmed, BS Jeong… - 2009 11th International …, 2009 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) produce large scale of data in the form of streams.
Recently, data mining techniques have received a great deal of attention in extracting …

[PDF][PDF] Efficient pattern mining for wireless sensor networks data

M Rajpoot, HR Sharma - Journal of Information Engineering and …, 2014 - academia.edu
Abstract Wireless Sensor Networks generate a large amount of data in the form of streams.
Mining association rules on the sensor data provides useful information for different …

[PDF][PDF] Comparative study of association rule mining for sensor data

M Rajpoot, LK Sharma - Int. J. Comput. Appl, 2011 - researchgate.net
Knowledge discovery from sensor data is an emerging research area due to many
applications of crucial importance to our society. Wireless Sensor Networks produce large …

A novel algorithm for mining association rules in wireless ad hoc sensor networks

A Boukerche, S Samarah - IEEE Transactions on Parallel and …, 2008 - ieeexplore.ieee.org
In this paper, we propose a comprehensive framework for mining wireless ad hoc sensor
networks (WASNs), which is able to extract patterns regarding the sensors' behaviors. The …