In this paper we present the Tree Echo State Network (TreeESN) model, generalizing the
paradigm of Reservoir Computing to tree structured data. TreeESNs exploit an untrained …

This paper proposes an approach for processing speech from multiple microphones to
enhance speech degraded by noise and reverberation. The approach is based on exploiting …

Many collaboratively building resources, such as Wikipedia, Weibo and Quora, exist in the
form of semi-structured data. The semi-structured data has been widely used in areas such …

This article is a report concerning the two years of the XML Mining track at INEX (2005 and
2006). We focus here on the classification and clustering of XML documents. We detail these …

The supervised classification of XML documents by structure involves learning predictive
models in which certain structural regularities discriminate the individual document classes …

Keyword search enables Web users to easily access XML data without the need to learn a
structured query language and to study possibly complex data schemas. Existing work has …

Linguistic annotation provides additional information asserted with a particular purpose in a
document or other piece of information. It is widely used in various fields, from computing …

The paper introduces an input-driven generative model for tree-structured data that extends
the bottom-up hidden tree Markov model to non-homogeneous state transition and emission …

Measures of classical rhetorical structure in text can improve accuracy in certain types of
stylistic classification tasks such as authorship attribution. This research augments the …

This article is a report concerning the two years of the XML Mining track at INEX (2005 and
2006). We focus here on the classification and clustering of XML documents. We detail these …