7 citations · 8 across the 5 of their papers we have counts for
5 papers
Reconstruction Error-based Anomaly Detection with Few Outlying Examples
Fabrizio Angiulli, Fabio Fassetti, Luca Ferragina
Reconstruction error-based neural architectures constitute a classical deep learning approach to anomaly detection which has shown great performances. It consists in training an Au…
On the Tractability of Minimal Model Computation for Some CNF Theories
Fabrizio Angiulli, Rachel Ben-Eliyahu-Zohary, Fabio Fassetti +1
Designing algorithms capable of efficiently constructing minimal models of CNFs is an important task in AI. This paper provides new results along this research line and presents ne…
Outlying Property Detection with Numerical Attributes
Fabrizio Angiulli, Fabio Fassetti, Luigi Palopoli +1
The outlying property detection problem is the problem of discovering the properties distinguishing a given object, known in advance to be an outlier in a database, from the other…
Uncertain Nearest Neighbor Classification
Fabrizio Angiulli, Fabio Fassetti
This work deals with the problem of classifying uncertain data. With this aim the Uncertain Nearest Neighbor (UNN) rule is here introduced, which represents the generalization of t…
On the complexity of identifying Head Elementary Set Free programs
Fabio Fassetti, Luigi Palopoli
Head-elementary-set-free programs were proposed in (Gebser et al. 2007) and shown to generalize over head-cycle-free programs while retaining their nice properties. It was left as…