4th International Workshop on
Knowledge Discovery from Sensor Data
(SensorKDD-2010)
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Submissions

This workshop seeks to bring together researchers from academia, government and the private sector to facilitate cross-disciplinary exchange of ideas in the area of knowledge discovery from sensor and stream data. The major topics of the workshop include but are not limited to:

A. Offline Knowledge Discovery
1. Predictive analysis from geographically distributed and heterogeneous data
2. Computationally efficient approaches for mining unusual patterns,  specifically, anomalies, outliers, extremes, nonlinear processes, and change,from massive and disparate space-time data

B. Online Knowledge Discovery
1. Real-time analysis of dynamic and distributed data, including streaming and event-based data
2. Mining from continuous streams of time-changing data and mining from ubiquitous data
3. Efficient algorithms to detect deviations from the normal in real-time
4. Resource-aware algorithms for distributed mining
5. Monitoring and surveillance based on a single or multiple sensor feeds

C. Decision and Policy Aids
1. Coordinated offline discovery and online analysis with feedback loops
2. Combination of knowledge discovery and decision scientific processes
3. Facilitation of faster and reliable tactical and strategic decisions

D. Theory
1. Distributed data stream models
2. Theoretical frameworks for distributed stream mining

E. Case Studies
1. Success stories, especially about end-to-end solutions, for national or global priorities
2. Real-world problem design and knowledge discovery requirements

Submission Instructions

All papers will be peer reviewed. If accepted, at least one of the authors must attend the workshop to present the work in order for the paper to be included in the IEEE Digital Library. Selected accepted papers will be recommended for submission to special issues of journals.

The submitted papers should be in English and must not exceed 9 pages using the standard ACM format found at http://www.acm.org/sigs/publications/proceedings-templates in PDF format and submitted as an email attachment to SensorKDD@gmail.com.

Important dates

  • Paper Submission: May 4, 2010
  • Notification of Acceptance: June 1, 2010
  • Camera Ready Paper Due: June 3, 2010
  • Half-day Workshop at ACM SIGKDD Conference, Washington, DC, USA: July 25, 2010

 

 

 

   

 

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COPYRIGHT March 2010 | Contact: Olufemi A. Omitaomu