Call for papers
DS 2011 provides an open forum for intensive discussions and exchange of new ideas among researchers working in the area of Discovery Science. The scope of the conference includes the development and analysis of methods for automatic scientific knowledge discovery, machine learning, intelligent data analysis, theory of learning, as well as their application to knowledge discovery. Especially welcome are papers that strongly focus on the discovery aspect of the reported work. The proceedings of DS 2011 will appear in the Lecture Notes in Artifical Intelligence Series by Springer-Verlag.
You may also familiarize yourself with What is Discovery Science?
We invite submissions of research papers addressing all aspects of discovery science. We particularly welcome contributions that discuss the application of scientific knowledge discovery and other support techniques including, but not limited to, biomedical, astronomical, space, chemistry, and physics domains.
Submission TopicsPossible topics include, but are not limited to:
- Logic and philosophy of scientific discovery
- Knowledge discovery, machine learning and statistical methods
- Ubiquitous Knowledge Discovery
- Data Streams, Evolving Data and Models
- Change Detection and Model Maintenance
- Active Knowledge Discovery
- Learning from Text and web mining
- Information extraction from scientific literature
- Knowledge discovery from heterogeneous, unstructured and multimedia data
- Knowledge discovery in network and link data
- Knowledge discovery in social networks
- Data and knowledge visualization
- Spatial/Temporal Data
- Mining graphs and structured data
- Planning to Learn
- Knowledge Transfer
- Computational Creativity
- Human-machine interaction for knowledge discovery and management
- Biomedical knowledge discovery, analysis of micro-array and gene deletion data
- Machine Learning for High-Performance Computing, Grid and Cloud Computing
- Applications of the above techniques to natural or social sciences
- Other applications of the above techniques
Papers may contain up to fifteen (15) pages and must be formatted according to the layout supplied by Springer-Verlag for the Lecture Notes in Computer Science series.
Detailed information about the submission procedure will be be posted at a later date.
Important Dates for Submissions
|Mentoring program submissions due:||1st May, 2011|
|Full paper submission:||18th May, 2011|
|Author notification:||6th July, 2011|
|Camera-ready papers due:||22nd July, 2011|
Important dates for all DS 2011 attendees
|Deadline for early registration:||30th August, 2011|
|DS 2011 conference dates:||5th to 7th October, 2011|
Following the success of the previous years, Discovery Science 2011 is featuring a mentoring program once again. Students who are first authors of papers are invited to submit a paper draft, no later than the mentoring deadline. They will receive comments from a PC member that will help them prepare their final submission. Final paper submission should follow regular paper procedure, with abstract and full paper submission.
The papers for mentoring can be submitted by sending the pdf version of the paper to the PC chairs: elomaa (at) cs dot tut dot fi and jaakko dot hollmen (at) tkk dot fi.
Deadline for submission of papers in the mentoring program: 1st May, 2011.