State-of-the-art algorithms and theory in a novel domain of machine learning, prediction when the output has structure.

Deep Learning with Structured Data teaches you powerful data analysis techniques for tabular data and relational databases. Summary Deep learning offers the pot

An overview of recent work in the field of structured prediction, the building of predictive machine learning models for interrelated and dependent outputs. The

A major part of natural language processing now depends on the use of text data to build linguistic analyzers. We consider statistical, computational approaches

This book constitutes the refereed proceedings of the 5th International Conference on Pattern Recognition in Bioinformatics, PRIB 2010, held in Nijmegen, The Ne