Machine Learning and Knowledge Discovery in Databases: European Conference, Ecml Pkdd 2014, Nancy, France, September 15-19, 2014. Proceedings, Part II

By Toon Calders

Book Overview

Dynamic networks and knowledge discovery.- Interactions between data mining and natural language processing.- Mining ubiquitous and social environments.- Statistically sound data mining.- Machine learning for urban sensor data.- Multi-target prediction.- Representation learning.- Neural connectomics: from imaging to connectivity.- Data analytics for renewable energy integration.- Linked data for knowledge discovery.- New frontiers in mining complex patterns.- Experimental economics and machine learning.- Learning with multiple views: applications to computer vision and multimedia mining.- Generalization and reuse of machine learning models over multiple contexts.- Predictive web analytics.

• Format: Paperback
• Language: English
• ISBN: 3662448505
• ISBN13: 9783662448502
• Release Date: September 2014
• Publisher: Springer
• Length: 715 Pages
• Weight: 2.28 lbs.
• Dimensions: 1.5" x 6.1" x 9.2"