27 citations · 58 across the 13 of their papers we have counts for
14 papers
Symbolic Audio Classification via Modal Decision Tree Learning
Enrico Marzano, Giovanni Pagliarini, Riccardo Pasini +2
The range of potential applications of acoustic analysis is wide. Classification of sounds, in particular, is a typical machine learning task that received a lot of attention in re…
Knowledge Extraction with Interval Temporal Logic Decision Trees
Guido Sciavicco, Stan Ionel Eduard
Multivariate temporal, or time, series classification is, in a way, the temporal generalization of (numeric) classification, as every instance is described by multiple time series…
A combined approach to the analysis of speech conversations in a contact center domain
Andrea Brunello, Enrico Marzano, Angelo Montanari +1
The ever more accurate search for deep analysis in customer data is a really strong technological trend nowadays, quite appealing to both private and public companies. This is part…
Decision Tree Learning with Spatial Modal Logics
Giovanni Pagliarini, Guido Sciavicco
Symbolic learning represents the most straightforward approach to interpretable modeling, but its applications have been hampered by a single structural design choice: the adoption…
Interval Temporal Logic Decision Tree Learning
Andrea Brunello, Guido Sciavicco, Ionel Eduard Stan
Decision trees are simple, yet powerful, classification models used to classify categorical and numerical data, and, despite their simplicity, they are commonly used in operations…
An Integrated First-Order Theory of Points and Intervals over Linear Orders (Part II)
Willem Conradie, Salih Durhan, Guido Sciavicco
There are two natural and well-studied approaches to temporal ontology and reasoning: point-based and interval-based. Usually, interval-based temporal reasoning deals with points a…