Esposito, Floriana

23 publications

MLJ 2019 Visualizing and Understanding Sum-Product Networks Antonio Vergari, Nicola Di Mauro, Floriana Esposito

AAAI 2018 Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains Alejandro Molina, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting

AAAI 2018 Sum-Product Autoencoding: Encoding and Decoding Representations Using Sum-Product Networks Antonio Vergari, Robert Peharz, Nicola Di Mauro, Alejandro Molina, Kristian Kersting, Floriana Esposito

ICLR 2017 Encoding and Decoding Representations with Sum- and Max-Product Networks Antonio Vergari, Robert Peharz, Nicola Di Mauro, Floriana Esposito

ECML-PKDD 2017 Fast and Accurate Density Estimation with Extremely Randomized Cutset Networks Nicola Di Mauro, Antonio Vergari, Teresa Maria Altomare Basile, Floriana Esposito

PGM 2016 Multi-Label Classification with Cutset Networks Nicola Di Mauro, Antonio Vergari, Floriana Esposito

ECML-PKDD 2015 Logic-Based Incremental Process Mining Stefano Ferilli, Domenico Redavid, Floriana Esposito

ECML-PKDD 2015 Simplifying, Regularizing and Strengthening Sum-Product Network Structure Learning Antonio Vergari, Nicola Di Mauro, Floriana Esposito

ECML-PKDD 2010 Induction of Concepts in Web Ontologies Through Terminological Decision Trees Nicola Fanizzi, Claudia d'Amato, Floriana Esposito

ECML-PKDD 2007 Conceptual Clustering Applied to Ontologies Floriana Esposito, Nicola Fanizzi, Claudia d'Amato

ECML-PKDD 2007 Generalization-Based Similarity for Conceptual Clustering Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Marenglen Biba, Floriana Esposito

IJCAI 2007 Unsupervised Discretization Using Kernel Density Estimation Marenglen Biba, Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile

ECML-PKDD 2005 On the LearnAbility of Abstraction Theories from Observations for Relational Learning Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito

ICML 2003 Learning Logic Programs for Layout Analysis Correction Margherita Berardi, Michelangelo Ceci, Floriana Esposito, Donato Malerba

IJCAI 2001 OI-Implication: Soundness and Refutation Completeness Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Giovanni Semeraro

ICML 2000 Ideal Theory Refinement Under Object Identity Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Giovanni Semeraro

MLJ 2000 Multistrategy Theory Revision: Induction and Abduction in INTHELEX Floriana Esposito, Giovanni Semeraro, Nicola Fanizzi, Stefano Ferilli

AISTATS 1997 Inductive Inference of First-Order Models from Numeric-Symbolic Data Floriana Esposito, Sergio Caggese, Donato Malerba, Giovanni Semeraro

AISTATS 1995 A Further Comparison of Pruning Methods in Decision-Tree Induction Floriana Esposito, Donato Malerba, Giovanni Semeraro

ECML-PKDD 1995 Simplifying Decision Trees by Pruning and Grafting: New Results (Extended Abstract) Floriana Esposito, Donato Malerba, Giovanni Semeraro

ECML-PKDD 1994 An Analytic and Empirical Comparison of Two Methods for Discovering Probabilistic Causal Relationships Donato Malerba, Giovanni Semeraro, Floriana Esposito

ECML-PKDD 1993 Decision Tree Pruning as a Search in the State Space Floriana Esposito, Donato Malerba, Giovanni Semeraro

IJCAI 1991 Flexible Matching for Noisy Structural Descriptions Floriana Esposito, Donato Malerba, Giovanni Semeraro