October 24 — 26, 2012
National Center for Atmospheric Research, Boulder, Colorado
The theme for the 2012 Conference on Intelligent Data Understanding is "Bringing Data and Models Together". The CIDU 2012 Program Committee is soliciting theme-oriented papers that help advance the areas of Earth & Environmental Systems, Space Science, and Aerospace & Engineering Systems, through data mining, machine learning, or computational intelligence techniques. We invite papers that include a clear link between the domain (application area) and the analysis or learning approaches. Papers that give perspectives on methods to bring data-driven and model-based methods together are particularly sought.
To submit your papers, please go to our Microsoft CMT submission site here
Topics of Interest
Methodology Papers
Algorithmic or methodological innovations that are relevant to one or more application areas or hold such potential. We also invite papers with a data visualization component.
Earth & Environmental Systems Applications
- Climate, weather and ecology data sciences
- Climate modeling
- Geographic information systems
- Geospatial intelligence
- Spatio-temporal data mining
- Forecasting and decision support
Space Science Applications
- On-board and real-time machine learning
- Decision making under uncertainty
- Constraint-driven data mining and learning
- Event mining and robotic telescopes
- Un/supervised learning in astrophysics
- Classification in large sky surveys
Aerospace and Engineering Systems
- Systems health applications
- Anomaly detection for large datasets
- Text mining in aerospace information systems
- Data driven reliability modeling
- Adaptive system monitoring
- Exploratory mining of aerospace data
- Privacy & security issues in aerospace data
- Statistical process control
- Real-time prediction and decision support
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