SSDM 2016 : The 2nd ECML/PKDD Workshop on Statistically Sound Data Mining

Sep 19, 2016 - Sep 19, 2016

Riva del Garda, Italy

Call For Papers

In conjunction with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD'16) to build bridge between data mining and statistics, to combine expertise on efficient algorithms to knowledge on statistically sound methods to offer a place for networking among data miners, machine learners, statisticians and people who apply these methods in their work to review the current state of affairs, specify important open problems, share solutions and brainstorm new ideas

Topics of Interest

• Useful and relevant theoretical results
• Search methods for statistically valid patterns and models
• Statistical validation of discovered patterns
• Evaluating statistical significance of clustering
• Statistical techniques for avoiding overfitted patterns
• Scaling statistical techniques to high-dimensionality and high data quantity, covering both theoretical problems (like multiple testing problem) and computational problems (calculating required test measures efficiently)
• Interesting applications with real world data demonstrating statistically sound data mining
• Empirical comparisons between between different statistical validation methods and possibly other goodness measures
• Insightful positition papers

IMPORTANT DATES

Submission deadline: Jul 4, 2016.

Notification Due: July 25, 2016.

                       

User Name : gurubavi
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