New Frontiers in Mining Complex Patterns

Beschreibung

This book constitutes the thoroughly refereed post-conference proceedings of the Third International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2014, held in conjunction with ECML-PKDD 2014 in Nancy, France, in September 2014. The 13 revised full papers presented were carefully reviewed and selected from numerous submissions. They illustrate advanced data mining techniques which preserve the informative richness of complex data and allow for efficient and effective identification of complex information units present in such data. The papers are organized in the following sections: classification and regression; clustering; data streams and sequences; applications.
Up-to-date results Fast track conference proceedings State-of-the-art report Includes supplementary material: sn.pub/extras

Autor*in

Annalisa Appice

Themen in »New Frontiers in Mining Complex Patterns«

classification clustering data mining feature selection machine learning network models semantic similarity measures support vector machines time series analysis validation

Stimmen zu »New Frontiers in Mining Complex Patterns«

Details

Link teilen