N N & Kernel Methods for Structured Domains (ENNS Special Session)

Chair: Alessandro Sperduti

Recursive PCA and the Structure of Time Series
Thomas Voegtlin

On the Role of Long-Range Dependencies in Learning Protein Secondary Structure
Alessio Ceroni and Paolo Frasconi

A mutual information kernel for sequences
Marco Cuturi and Jean-Philippe Vert

Recursive neural networks for object detection
Monica Bianchini, Marco Maggini, Lorenzo Sarti and Franco Scarselli

Fisher Kernel for Tree Structured Data
Luca Nicotra, Alessio Micheli and Antonina Starita

A Supervised Self-Organizing Map for Structures
Markus Hagenbuchner and Ah Chung Tsoi