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KDD 2008
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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 temporally spread heterogeneous data
2. Computationally efficient approaches for mining unusual patterns, including but not limited to 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
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 MS Word or PDF format and submitted as an email attachment to sensorkdd08@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
- June 6 , 2008: Extended Submission Date for Full Papers (Final Deadline)
- June 30, 2008: Author notification
- July 7, 2008: Submission of Camera-ready papers
- August 24, 2008: Full-day Workshop at ACM SIGKDD Conference, Las Vegas, USA
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