Elena Bellodi

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 42

Top Topics

Logic Programming

Answer Set Programming

Integrity Constraints

Top Venues

Theory Pract. Log. Program.

Int. J. Approx. Reason.

Intelligenza Artificiale

Publications

Jonathan Franceschi, Lorenzo Pareschi, Elena Bellodi, Marco Gavanelli, Marco Bresadola
Modeling opinion polarization on social media: application to Covid-19 vaccination hesitancy in Italy. CoRR (2023)
Elena Bellodi, Davide Bertozzi, Alice Bizzarri, Michele Favalli, Michele Fraccaroli, Riccardo Zese
Efficient Resource-Aware Neural Architecture Search with a Neuro-Symbolic Approach. MCSoC (2023)
Riccardo Zese, Elena Bellodi
A web application for reasoning on probabilistic description logics knowledge bases. Softw. Pract. Exp. 53 (9) (2023)
Elena Bellodi
The distribution semantics in probabilistic logic programming and probabilistic description logics: a survey. Intelligenza Artificiale 17 (1) (2023)
Damiano Azzolini, Elena Bellodi, Fabrizio Riguzzi
Abduction in (Probabilistic) Answer Set Programming. CILC (2022)
Damiano Azzolini, Elena Bellodi, Fabrizio Riguzzi
MAP Inference in Probabilistic Answer Set Programs. AI*IA (2022)
Alessandro Seravalli, Mariaelena Busani, Simone Venturi, Arianna Brutti, Carlo Petrovich, Angelo Frascella, Fabrizio Paolucci, Marco Di Felice, Michele Lombardi, Elena Bellodi, Riccardo Zese, Francesco Bertasi, Elia Balugani, Alket Cecaj, Rita Gamberini, Marco Mamei, Marco Picone
Towards Smart Cities for Tourism: the POLIS-EYE Project. ISC2 (2022)
Damiano Azzolini, Elena Bellodi, Fabrizio Riguzzi
Statistical Statements in Probabilistic Logic Programming. LPNMR (2022)
Damiano Azzolini, Elena Bellodi, Stefano Ferilli, Fabrizio Riguzzi, Riccardo Zese
Abduction with probabilistic logic programming under the distribution semantics. Int. J. Approx. Reason. 142 (2022)
Damiano Azzolini, Elena Bellodi, Fabrizio Riguzzi
Learning the Parameters of Probabilistic Answer Set Programs. ILP (2022)
Elena Bellodi, Alessandro Bertagnon, Marco Gavanelli
Comparing Emotion and Sentiment Analysis Tools on Italian anti-vaccination for COVID-19 posts. NL4AI@AI*IA (2022)
Damiano Azzolini, Elena Bellodi, Fabrizio Riguzzi
Approximate Inference in Probabilistic Answer Set Programming for Statistical Probabilities. AI*IA (2022)
Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese, Marco Alberti, Evelina Lamma
Probabilistic inductive constraint logic. Mach. Learn. 110 (4) (2021)
Elena Bellodi, Tom Schrijvers
Special Issue on Probabilistic Logic Programming (PLP 2018). Int. J. Approx. Reason. 132 (2021)
Elena Bellodi, Riccardo Zese, Francesco Bertasi
Machine Learning in a Policy Support System for Smart Tourism Management. LOD (2021)
Riccardo Zese, Elena Bellodi, Chiara Luciani, Stefano Alvisi
Neural Network Techniques for Detecting Intra-Domestic Water Leaks of Different Magnitude. IEEE Access 9 (2021)
Elena Bellodi, Marco Gavanelli, Riccardo Zese, Evelina Lamma, Fabrizio Riguzzi
Nonground Abductive Logic Programming with Probabilistic Integrity Constraints. Theory Pract. Log. Program. 21 (5) (2021)
Damiano Azzolini, Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma
A Probabilistic Logic Model of Lightning Network. BIS (Workshops) (2021)
Elena Bellodi, Marco Gavanelli, Riccardo Zese, Evelina Lamma, Fabrizio Riguzzi
Non-ground Abductive Logic Programming with Probabilistic Integrity Constraints. CoRR (2021)
Elena Bellodi, Marco Alberti, Fabrizio Riguzzi, Riccardo Zese
MAP Inference for Probabilistic Logic Programming. CoRR (2020)
Elena Bellodi, Alessandro Bertagnon, Marco Gavanelli, Riccardo Zese
Improving the Efficiency of Euclidean TSP Solving in Constraint Programming by Predicting Effective Nocrossing Constraints. AI*IA (2020)
Giuseppe Cota, Riccardo Zese, Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi
A Framework for Reasoning on Probabilistic Description Logics. CoRR (2020)
Elena Bellodi, Marco Alberti, Fabrizio Riguzzi, Riccardo Zese
MAP Inference for Probabilistic Logic Programming. Theory Pract. Log. Program. 20 (5) (2020)
Elena Bellodi, Alessandro Bertagnon, Marco Gavanelli, Riccardo Zese
Improving the Efficiency of Euclidean TSP Solving in Constraint Programming by Predicting Effective Nocrossing Constraints. IPS-RCRA@AI*IA (2020)
Elena Bellodi, Ken Satoh, Mahito Sugiyama
Summarizing significant subgraphs by probabilistic logic programming. Intell. Data Anal. 23 (6) (2019)
Nicolas Lachiche, Christel Vrain, Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese
Preface to special issue on Inductive Logic Programming, ILP 2017 and 2018. Mach. Learn. 108 (7) (2019)
Riccardo Zese, Giuseppe Cota, Evelina Lamma, Elena Bellodi, Fabrizio Riguzzi
Probabilistic DL Reasoning with Pinpointing Formulas: A Prolog-based Approach. Theory Pract. Log. Program. 19 (3) (2019)
Riccardo Zese, Elena Bellodi, Fabrizio Riguzzi, Giuseppe Cota, Evelina Lamma
Tableau reasoning for description logics and its extension to probabilities. Ann. Math. Artif. Intell. 82 (1-3) (2018)
Giuseppe Cota, Fabrizio Riguzzi, Riccardo Zese, Elena Bellodi, Evelina Lamma
A Modular Inference System for Probabilistic Description Logics. SUM (2018)
Marco Gavanelli, Evelina Lamma, Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese, Giuseppe Cota
Ontologies with Abductive Logic Programming. Fundam. Informaticae 159 (1-2) (2018)
Damiano Azzolini, Fabrizio Riguzzi, Evelina Lamma, Elena Bellodi, Riccardo Zese
Modeling Bitcoin Protocols with Probabilistic Logic Programming. PLP@ILP (2018)
Riccardo Zese, Elena Bellodi, Giuseppe Cota, Evelina Lamma, Fabrizio Riguzzi
Probabilistic DL Reasoning with Pinpointing Formulas: A Prolog-based Approach. CoRR (2018)
Marco Alberti, Elena Bellodi, Giuseppe Cota, Fabrizio Riguzzi, Riccardo Zese
cplint on SWISH: Probabilistic Logical Inference with a Web Browser. Intelligenza Artificiale 11 (1) (2017)
Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese, Giuseppe Cota, Evelina Lamma
A survey of lifted inference approaches for probabilistic logic programming under the distribution semantics. Int. J. Approx. Reason. 80 (2017)
Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi, Riccardo Zese, Giuseppe Cota
A web system for reasoning with probabilistic OWL. Softw. Pract. Exp. 47 (1) (2017)
Elena Bellodi, Emidia Vagnoni, Barbara Bonvento, Evelina Lamma
Economic and organizational impact of a clinical decision support system on laboratory test ordering. BMC Medical Informatics Decis. Mak. 17 (1) (2017)
Fabrizio Riguzzi, Giuseppe Cota, Elena Bellodi, Riccardo Zese
Causal inference in cplint. Int. J. Approx. Reason. 91 (2017)
Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, Riccardo Zese, Giuseppe Cota
Probabilistic logic programming on the web. Softw. Pract. Exp. 46 (10) (2016)
Marco Alberti, Elena Bellodi, Giuseppe Cota, Evelina Lamma, Fabrizio Riguzzi, Riccardo Zese
Probabilistic Constraint Logic Theories. PLP@ILP (2016)
Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese, Giuseppe Cota, Evelina Lamma
Scaling Structure Learning of Probabilistic Logic Programs by MapReduce. ECAI (2016)
Fabrizio Riguzzi, Evelina Lamma, Marco Alberti, Elena Bellodi, Riccardo Zese, Giuseppe Cota
Probabilistic Logic Programming for Natural Language Processing. URANIA@AI*IA (2016)
Elena Bellodi, Fabrizio Riguzzi, Evelina Lamma
Statistical relational learning for workflow mining. Intell. Data Anal. 20 (3) (2016)
Giuseppe Cota, Riccardo Zese, Elena Bellodi, Fabrizio Riguzzi, Evelina Lamma
Distributed Parameter Learning for Probabilistic Ontologies. ILP (2015)
Marco Gavanelli, Evelina Lamma, Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese, Giuseppe Cota
Abductive Logic Programming for Normative Reasoning and Ontologies. JSAI-isAI Workshops (2015)
Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, Riccardo Zese
Reasoning with Probabilistic Ontologies. IJCAI (2015)
Giuseppe Cota, Riccardo Zese, Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi
Learning Probabilistic Ontologies with Distributed Parameter Learning. DC@AI*IA (2015)
Riccardo Zese, Elena Bellodi, Fabrizio Riguzzi, Evelina Lamma
Tableau Reasoners for Probabilistic Ontologies Exploiting Logic Programming Techniques. DC@AI*IA (2015)
Massimo Gallerani, Dario Pelizzola, Marcello Pivanti, Giovanni Guerra, Michela Boni, Evelina Lamma, Elena Bellodi
Reducing Laboratory Examinations by a Computer-Aided Clinical Decision Support System. ICTAI (2015)
Marco Gavanelli, Evelina Lamma, Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese, Giuseppe Cota
An Abductive Framework for Datalog± Ontologies. ICLP (Technical Communications) (2015)
Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, Riccardo Zese
Probabilistic Description Logics under the distribution semantics. Semantic Web 6 (5) (2015)
Marco Gavanelli, Evelina Lamma, Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese, Giuseppe Cota
Abductive logic programming for Datalog +/- ontologies. CILC (2015)
Elena Bellodi, Fabrizio Riguzzi
Structure learning of probabilistic logic programs by searching the clause space. Theory Pract. Log. Program. 15 (2) (2015)
Nicola Di Mauro, Elena Bellodi, Fabrizio Riguzzi
Bandit-based Monte-Carlo structure learning of probabilistic logic programs. Mach. Learn. 100 (1) (2015)
Riccardo Zese, Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi
Logic Programming Techniques for Reasoning with Probabilistic Ontologies. JOWO@IJCAI (2015)
Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi, Vítor Santos Costa, Riccardo Zese
Lifted Variable Elimination for Probabilistic Logic Programming. CoRR (2014)
Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, Riccardo Zese, Giuseppe Cota
Learning Probabilistic Description Logics. URSW (LNCS Vol.) (2014)
Massimo Gallerani, Dario Pelizzola, Marcello Pivanti, Michela Boni, Evelina Lamma, Elena Bellodi
Appropriateness of Repeated Execution of Laboratory Examinations: A CDSS Approach. ICHI (2014)
Elena Bellodi
Integration of logic and probability in inductive and terminological reasoning. Intelligenza Artificiale 8 (1) (2014)
Riccardo Zese, Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi, Fabiano Aguiari
Semantics and Inference for Probabilistic Description Logics. URSW (LNCS Vol.) (2014)
Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese
A History of Probabilistic Inductive Logic Programming. Frontiers Robotics AI 1 (2014)
Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi, Vítor Santos Costa, Riccardo Zese
Lifted Variable Elimination for Probabilistic Logic Programming. Theory Pract. Log. Program. 14 (4-5) (2014)
Riccardo Zese, Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi
A Description Logics Tableau Reasoner in Prolog. CILC (2013)
Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, Riccardo Zese
Computing Instantiated Explanations in OWL DL. AI*IA (2013)
Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, Riccardo Zese
Parameter Learning for Probabilistic Ontologies. RR (2013)
Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, Riccardo Zese
BUNDLE: A Reasoner for Probabilistic Ontologies. RR (2013)
Elena Bellodi, Fabrizio Riguzzi
Expectation maximization over binary decision diagrams for probabilistic logic programs. Intell. Data Anal. 17 (2) (2013)
Elena Bellodi, Fabrizio Riguzzi
Structure Learning of Probabilistic Logic Programs by Searching the Clause Space. CoRR (2013)
Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, Riccardo Zese
Learning the Parameters of Probabilistic Description Logics. ILP (Late Breaking Papers) (2013)
Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, Riccardo Zese
Epistemic and Statistical Probabilistic Ontologies. URSW (2012)
Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, Riccardo Zese
Semantics and Inference for Probabilistic Ontologies. PAI (2012)
Elena Bellodi, Fabrizio Riguzzi
Experimentation of an expectation maximization algorithm for probabilistic logic programs. Intelligenza Artificiale 6 (1) (2012)
Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma
Probabilistic Ontologies in Datalog+/-. CILC (2012)
Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma
Probabilistic Datalog+/- under the Distribution Semantics. Description Logics (2012)
Elena Bellodi, Fabrizio Riguzzi
Parameter and Structure Learning Algorithms for Statistical Relational Learning. DC@AI*IA (2012)
Elena Bellodi, Fabrizio Riguzzi
EM over Binary Decision Diagrams for Probabilistic Logic Programs. CILC (2011)
Elena Bellodi, Fabrizio Riguzzi
Learning the Structure of Probabilistic Logic Programs. ILP (2011)
Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi, Simone Albani
A Distribution Semantics for Probabilistic Ontologies. URSW (2011)
Elena Bellodi, Fabrizio Riguzzi, Evelina Lamma
Probabilistic Logic-Based Process Mining. CILC (2010)
Elena Bellodi, Fabrizio Riguzzi, Evelina Lamma
Probabilistic Declarative Process Mining. KSEM (2010)