Peter A. Flach, Tijl De Bie, Nello Cristianini (Eds.):
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part II.
Lecture Notes in Computer Science 7524 Springer 2012, ISBN 978-3-642-33485-6
Privacy and Security
Staal A. Vinterbo:
Differentially Private Projected Histograms: Construction and Use for Prediction.
19-34
Rankings and Recommendations
Reinforcement Learning and Planning
Rule Mining and Subgroup Discovery
Semi-Supervised and Transductive Learning
Yuhong Guo,
Dale Schuurmans:
Semi-supervised Multi-label Classification - A Simultaneous Large-Margin, Subspace Learning Approach.
355-370
Sensor Data
Sequence and String Mining
Social Network Mining
Huy Nguyen,
Rong Zheng:
Influence Spread in Large-Scale Social Networks - A Belief Propagation Approach.
515-530
Spatial and Geographical Data Mining
Statistical Methods and Evaluation
Time Series and Temporal Data Mining
Transfer Learning
System Demonstrations Track
Nectar Track