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National Conference on (Advances in Modern Computing and Application Trends) Organised By Acharya Institute of Technology Bangalore, India

  • For More Detail Click Here
  • http://www.acharya.ac.in/Techman_2014.pdf

    Volume-2 Issue-1 (February 2014)
    Title: Survey on Machine Learning Techniques for Event Detection in Wireless Sensor Networks
    Authors: Aditi Kansal and Yashwant Singh
    Abstract: Wireless Sensor Networks are very useful now a day. They are used to sense data. Nodes can detect patterns and match them. Wireless Sensor Network plays an important role in target tracking, military surveillance, traffic management and weather forecasting. It works on the basis of collection of data or information from different network and machine learning techniques are applied on them. It may be discovery of patterns and pattern matching but there are some limitations of communication capability due to limited bandwidth. Thus, devices are needed and used to improve the performance of sensors. Data mining techniques also use machine learning. Thus, devices help to increase reliability and get proper feedback and results. Time series data are result of software failure.
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