AALTD16 2nd ECMLPKDD Workshop on Advanced Analytics and Learning on Temporal Data
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The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery. Will take place in Riva del Garda. Italy, during September 19 23, 2016. This event is the premier European machine learning and data mining conference and builds upon a very successful series of 26 ECML and 19 PKDD conferences, which have been jointly organized for the past 15 years. Monday, September 19 and Friday, September 23, 2016. Conference Center, Riva del Garda. Conference Center, Riva del Garda.
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AALTD16 2nd ECMLPKDD Workshop on Advanced Analytics and Learning on Temporal DataDESCRIPTION
2nd ECMLPKDD Workshop on Advanced Analytics and Learning on Temporal Data. Motivation, themes and goal. Semi-supervised and supervised classification on temporal data. Deep learning and representation learning for temporal data. Metric and kernel learning for temporal data. Advanced forecasting and prediction models. Functional data analysis methods. Dimensionality reduction, sparsity, algorithmic complexity and big data challenge. Benchmarking and assessment methods for temporal data.CONTENT
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