Connectionists: Neural Networks 18(8) 2005: Special Issue on "Neural Networks and Kernel Methods for Structured Domains"

Cynthia Bradford cindy at bu.edu
Mon Sep 12 10:54:10 EDT 2005


NEURAL NETWORKS 18(8)
Contents - Volume 18, Number 8 - 2005
Special Issue on "Neural Networks and Kernel Methods for Structured Domains"

Barbara Hammer, Craig Saunders, and Alessandro Sperduti (editors)
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Introduction to the Special Issue 
Barbara Hammer, Craig Saunders, and Alessandro Sperduti 

A novel approach to extracting features from motif content and protein
composition for protein sequence classification
Xing-Ming Zhao, Yiu-Ming, Cheung, and De-Shuang Huang

Learning protein secondary structure from sequential and relational data
Alessio Ceroni, Paolo Frasconi, and Gianluca Pollastri

Recursive neural networks for processing graphs with labeled edges: Theory
and applications
M. Bianchini, M. Maggini, L. Sarti, and F. Scarselli

Recursive principal components analysis
Thomas Voegtlin

The loading problem for recursive neural networks
Marco Gori and Alessandro Sperduti 

On the relationship between deterministic and probabilistic directed
graphical models: From Bayesian networks to recursive neural networks
Pierre Baldi and Michal Rosen-Zvi

An incremental regression method for graph structured data
Menita Carozza and Salvatore Rampone

Graph kernels for chemical informatics
Liva Ralaivola, Sanjay J. Swamidass, Hiroto Saigo, and Pierre Baldi

The context-tree kernel for strings
Marco Cuturi and Jean-Philippe Vert

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