Knowledge Discovery from Sensor Data
(SensorKDD-2009)
LINKS
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 dataB. 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 feedsC. 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 decisionsD. Theory
1. Distributed data stream models
2. Theoretical frameworks for distributed stream miningE. 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
Manuscripts 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. Submissions should include the title, author(s), authors' affiliations, email addresses, tel/fax numbers, postal addresses, and an abstract on the first page.
Papers, accepted for presentation at the workshop will be published in the workshop proceedings. In addition, selected best papers will be invited for publication in a leading International journal (check workshop website for periodic updates). All submitted papers will be refereed for quality and originality by the Program Committee.
Important dates
- Submission Date for Full Papers:
April 20May 1, 2009 - Author Notification: May 21, 2009
- Submission of Camera-ready Papers: May 25, 2009
- Full-day Workshop at ACM SIGKDD Conference, Paris, France: June 28, 2009
Thanks to Our
Sponsors!
COPYRIGHT February 2009 | Contact: Olufemi A. Omitaomu