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Elena Bellodi
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2020 – today
- 2023
- [j28]Elena Bellodi:
The distribution semantics in probabilistic logic programming and probabilistic description logics: a survey. Intelligenza Artificiale 17(1): 143-156 (2023) - [j27]Riccardo Zese
, Elena Bellodi:
A web application for reasoning on probabilistic description logics knowledge bases. Softw. Pract. Exp. 53(9): 1741-1762 (2023) - [c44]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: 171-178 - [e5]Elena Bellodi
, Francesca Alessandra Lisi
, Riccardo Zese
:
Inductive Logic Programming - 32nd International Conference, ILP 2023, Bari, Italy, November 13-15, 2023, Proceedings. Lecture Notes in Computer Science 14363, Springer 2023, ISBN 978-3-031-49298-3 [contents] - [i7]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 abs/2302.01028 (2023) - 2022
- [j26]Damiano Azzolini
, Elena Bellodi, Stefano Ferilli
, Fabrizio Riguzzi, Riccardo Zese
:
Abduction with probabilistic logic programming under the distribution semantics. Int. J. Approx. Reason. 142: 41-63 (2022) - [c43]Damiano Azzolini
, Elena Bellodi
, Fabrizio Riguzzi
:
Approximate Inference in Probabilistic Answer Set Programming for Statistical Probabilities. AI*IA 2022: 33-46 - [c42]Elena Bellodi, Alessandro Bertagnon, Marco Gavanelli:
Comparing Emotion and Sentiment Analysis Tools on Italian anti-vaccination for COVID-19 posts. NL4AI@AI*IA 2022: 71-84 - [c41]Damiano Azzolini
, Elena Bellodi
, Fabrizio Riguzzi
:
MAP Inference in Probabilistic Answer Set Programs. AI*IA 2022: 413-426 - [c40]Damiano Azzolini, Elena Bellodi, Fabrizio Riguzzi:
Abduction in (Probabilistic) Answer Set Programming. CILC 2022: 90-103 - [c39]Damiano Azzolini, Elena Bellodi, Fabrizio Riguzzi:
Learning the Parameters of Probabilistic Answer Set Programs. ILP 2022: 1-14 - [c38]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: 1-7 - [c37]Damiano Azzolini
, Elena Bellodi
, Fabrizio Riguzzi
:
Statistical Statements in Probabilistic Logic Programming. LPNMR 2022: 43-55 - 2021
- [j25]Riccardo Zese
, Elena Bellodi
, Chiara Luciani, Stefano Alvisi
:
Neural Network Techniques for Detecting Intra-Domestic Water Leaks of Different Magnitude. IEEE Access 9: 126135-126147 (2021) - [j24]Elena Bellodi, Tom Schrijvers
:
Special Issue on Probabilistic Logic Programming (PLP 2018). Int. J. Approx. Reason. 132: 86-87 (2021) - [j23]Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese
, Marco Alberti
, Evelina Lamma:
Probabilistic inductive constraint logic. Mach. Learn. 110(4): 723-754 (2021) - [j22]Elena Bellodi
, Marco Gavanelli
, Riccardo Zese
, Evelina Lamma, Fabrizio Riguzzi
:
Nonground Abductive Logic Programming with Probabilistic Integrity Constraints. Theory Pract. Log. Program. 21(5): 557-574 (2021) - [c36]Damiano Azzolini, Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma:
A Probabilistic Logic Model of Lightning Network. BIS (Workshops) 2021: 321-333 - [c35]Elena Bellodi
, Riccardo Zese
, Francesco Bertasi:
Machine Learning in a Policy Support System for Smart Tourism Management. LOD 2021: 457-472 - [i6]Elena Bellodi, Marco Gavanelli, Riccardo Zese, Evelina Lamma, Fabrizio Riguzzi:
Non-ground Abductive Logic Programming with Probabilistic Integrity Constraints. CoRR abs/2108.03033 (2021) - 2020
- [j21]Elena Bellodi, Marco Alberti
, Fabrizio Riguzzi
, Riccardo Zese
:
MAP Inference for Probabilistic Logic Programming. Theory Pract. Log. Program. 20(5): 641-655 (2020) - [c34]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 - [c33]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: 318-334 - [p1]Giuseppe Cota, Riccardo Zese, Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi:
A Framework for Reasoning on Probabilistic Description Logics. Applications and Practices in Ontology Design, Extraction, and Reasoning 2020: 127-144 - [i5]Elena Bellodi, Marco Alberti, Fabrizio Riguzzi, Riccardo Zese:
MAP Inference for Probabilistic Logic Programming. CoRR abs/2008.01394 (2020) - [i4]Giuseppe Cota, Riccardo Zese, Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi:
A Framework for Reasoning on Probabilistic Description Logics. CoRR abs/2010.01087 (2020)
2010 – 2019
- 2019
- [j20]Elena Bellodi, Ken Satoh, Mahito Sugiyama:
Summarizing significant subgraphs by probabilistic logic programming. Intell. Data Anal. 23(6): 1299-1312 (2019) - [j19]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): 1057-1059 (2019) - [j18]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): 449-476 (2019) - 2018
- [j17]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): 101-130 (2018) - [j16]Marco Gavanelli
, Evelina Lamma, Fabrizio Riguzzi
, Elena Bellodi, Riccardo Zese
, Giuseppe Cota
:
Reasoning on Datalog± Ontologies with Abductive Logic Programming. Fundam. Informaticae 159(1-2): 65-93 (2018) - [c32]Damiano Azzolini, Fabrizio Riguzzi, Evelina Lamma, Elena Bellodi, Riccardo Zese:
Modeling Bitcoin Protocols with Probabilistic Logic Programming. PLP@ILP 2018: 49-61 - [c31]Giuseppe Cota
, Fabrizio Riguzzi
, Riccardo Zese
, Elena Bellodi
, Evelina Lamma
:
A Modular Inference System for Probabilistic Description Logics. SUM 2018: 78-92 - [e4]Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese:
Up-and-Coming and Short Papers of the 28th International Conference on Inductive Logic Programming (ILP 2018), Ferrara, Italy, September 2-4, 2018. CEUR Workshop Proceedings 2206, CEUR-WS.org 2018 [contents] - [e3]Elena Bellodi, Tom Schrijvers:
Proceedings of the 5th International Workshop on Probabilistic Logic Programming, PLP 2018, co-located with the 28th International Conference on Inductive Logic Programming (ILP 2018), Ferrara, Italy, September 1, 2018. CEUR Workshop Proceedings 2219, CEUR-WS.org 2018 [contents] - [e2]Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese
:
Inductive Logic Programming - 28th International Conference, ILP 2018, Ferrara, Italy, September 2-4, 2018, Proceedings. Lecture Notes in Computer Science 11105, Springer 2018, ISBN 978-3-319-99959-3 [contents] - [i3]Riccardo Zese, Elena Bellodi, Giuseppe Cota, Evelina Lamma, Fabrizio Riguzzi:
Probabilistic DL Reasoning with Pinpointing Formulas: A Prolog-based Approach. CoRR abs/1809.06180 (2018) - 2017
- [j15]Marco Alberti, Elena Bellodi, Giuseppe Cota, Fabrizio Riguzzi
, Riccardo Zese
:
cplint on SWISH: Probabilistic Logical Inference with a Web Browser. Intelligenza Artificiale 11(1): 47-64 (2017) - [j14]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: 313-333 (2017) - [j13]Fabrizio Riguzzi
, Giuseppe Cota
, Elena Bellodi, Riccardo Zese
:
Causal inference in cplint. Int. J. Approx. Reason. 91: 216-232 (2017) - [j12]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): 179:1-179:9 (2017) - [j11]Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi
, Riccardo Zese
, Giuseppe Cota
:
A web system for reasoning with probabilistic OWL. Softw. Pract. Exp. 47(1): 125-142 (2017) - 2016
- [j10]Elena Bellodi, Fabrizio Riguzzi
, Evelina Lamma:
Statistical relational learning for workflow mining. Intell. Data Anal. 20(3): 515-541 (2016) - [j9]Fabrizio Riguzzi
, Elena Bellodi, Evelina Lamma, Riccardo Zese
, Giuseppe Cota
:
Probabilistic logic programming on the web. Softw. Pract. Exp. 46(10): 1381-1396 (2016) - [c30]Fabrizio Riguzzi, Evelina Lamma, Marco Alberti, Elena Bellodi, Riccardo Zese, Giuseppe Cota:
Probabilistic Logic Programming for Natural Language Processing. URANIA@AI*IA 2016: 30-37 - [c29]Fabrizio Riguzzi
, Elena Bellodi, Riccardo Zese
, Giuseppe Cota
, Evelina Lamma:
Scaling Structure Learning of Probabilistic Logic Programs by MapReduce. ECAI 2016: 1602-1603 - [c28]Marco Alberti, Elena Bellodi, Giuseppe Cota, Evelina Lamma, Fabrizio Riguzzi, Riccardo Zese:
Probabilistic Constraint Logic Theories. PLP@ILP 2016: 15-28 - 2015
- [j8]Nicola Di Mauro
, Elena Bellodi, Fabrizio Riguzzi
:
Bandit-based Monte-Carlo structure learning of probabilistic logic programs. Mach. Learn. 100(1): 127-156 (2015) - [j7]Fabrizio Riguzzi
, Elena Bellodi, Evelina Lamma, Riccardo Zese
:
Probabilistic Description Logics under the distribution semantics. Semantic Web 6(5): 477-501 (2015) - [j6]Elena Bellodi, Fabrizio Riguzzi
:
Structure learning of probabilistic logic programs by searching the clause space. Theory Pract. Log. Program. 15(2): 169-212 (2015) - [c27]Riccardo Zese, Elena Bellodi, Fabrizio Riguzzi, Evelina Lamma:
Tableau Reasoners for Probabilistic Ontologies Exploiting Logic Programming Techniques. DC@AI*IA 2015: 1-6 - [c26]Giuseppe Cota, Riccardo Zese, Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi:
Learning Probabilistic Ontologies with Distributed Parameter Learning. DC@AI*IA 2015: 7-12 - [c25]Marco Gavanelli, Evelina Lamma, Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese, Giuseppe Cota:
Abductive logic programming for Datalog +/- ontologies. CILC 2015: 128-143 - [c24]Marco Gavanelli, Evelina Lamma, Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese, Giuseppe Cota:
An Abductive Framework for Datalog± Ontologies. ICLP (Technical Communications) 2015 - [c23]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: 752-759 - [c22]Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, Riccardo Zese:
Reasoning with Probabilistic Ontologies. IJCAI 2015: 4310-4316 - [c21]Riccardo Zese, Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi:
Logic Programming Techniques for Reasoning with Probabilistic Ontologies. JOWO@IJCAI 2015 - [c20]Giuseppe Cota
, Riccardo Zese
, Elena Bellodi, Fabrizio Riguzzi
, Evelina Lamma:
Distributed Parameter Learning for Probabilistic Ontologies. ILP 2015: 30-45 - [c19]Marco Gavanelli
, Evelina Lamma, Fabrizio Riguzzi
, Elena Bellodi, Riccardo Zese
, Giuseppe Cota
:
Abductive Logic Programming for Normative Reasoning and Ontologies. JSAI-isAI Workshops 2015: 187-203 - [e1]Elena Bellodi, Alessio Bonfietti:
Proceedings of the Doctoral Consortium (DC) co-located with the 14th Conference of the Italian Association for Artificial Intelligence (AI*IA 2015), Ferrara, Italy, September 23-24, 2015. CEUR Workshop Proceedings 1485, CEUR-WS.org 2015 [contents] - 2014
- [j5]Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese:
A History of Probabilistic Inductive Logic Programming. Frontiers Robotics AI 1: 6 (2014) - [j4]Elena Bellodi:
Integration of logic and probability in inductive and terminological reasoning. Intelligenza Artificiale 8(1): 23-38 (2014) - [j3]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): 681-695 (2014) - [c18]Massimo Gallerani, Dario Pelizzola, Marcello Pivanti, Michela Boni, Evelina Lamma, Elena Bellodi:
Appropriateness of Repeated Execution of Laboratory Examinations: A CDSS Approach. ICHI 2014: 161-169 - [c17]Fabrizio Riguzzi
, Elena Bellodi, Evelina Lamma, Riccardo Zese
, Giuseppe Cota
:
Learning Probabilistic Description Logics. URSW (LNCS Vol.) 2014: 63-78 - [c16]Riccardo Zese
, Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi
, Fabiano Aguiari:
Semantics and Inference for Probabilistic Description Logics. URSW (LNCS Vol.) 2014: 79-99 - [i2]Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi, Vítor Santos Costa, Riccardo Zese:
Lifted Variable Elimination for Probabilistic Logic Programming. CoRR abs/1405.3218 (2014) - 2013
- [b1]Elena Bellodi:
Integration of Logic and Probability in Terminological and Inductive Reasoning. University of Ferrara, Italy, 2013 - [j2]Elena Bellodi, Fabrizio Riguzzi
:
Expectation maximization over binary decision diagrams for probabilistic logic programs. Intell. Data Anal. 17(2): 343-363 (2013) - [c15]Fabrizio Riguzzi
, Elena Bellodi, Evelina Lamma, Riccardo Zese
:
Computing Instantiated Explanations in OWL DL. AI*IA 2013: 397-408 - [c14]Riccardo Zese, Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi:
A Description Logics Tableau Reasoner in Prolog. CILC 2013: 33-47 - [c13]Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, Riccardo Zese:
Learning the Parameters of Probabilistic Description Logics. ILP (Late Breaking Papers) 2013: 46-51 - [c12]Fabrizio Riguzzi
, Elena Bellodi, Evelina Lamma, Riccardo Zese
:
BUNDLE: A Reasoner for Probabilistic Ontologies. RR 2013: 183-197 - [c11]Fabrizio Riguzzi
, Elena Bellodi, Evelina Lamma, Riccardo Zese
:
Parameter Learning for Probabilistic Ontologies. RR 2013: 265-270 - [i1]Elena Bellodi, Fabrizio Riguzzi:
Structure Learning of Probabilistic Logic Programs by Searching the Clause Space. CoRR abs/1309.2080 (2013) - 2012
- [j1]Elena Bellodi, Fabrizio Riguzzi:
Experimentation of an expectation maximization algorithm for probabilistic logic programs. Intelligenza Artificiale 6(1): 3-18 (2012) - [c10]Elena Bellodi, Fabrizio Riguzzi:
Parameter and Structure Learning Algorithms for Statistical Relational Learning. DC@AI*IA 2012: 5-9 - [c9]Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, Riccardo Zese:
Semantics and Inference for Probabilistic Ontologies. PAI 2012: 41-46 - [c8]Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma:
Probabilistic Ontologies in Datalog+/-. CILC 2012: 221-235 - [c7]Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma:
Probabilistic Datalog+/- under the Distribution Semantics. Description Logics 2012 - [c6]Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, Riccardo Zese:
Epistemic and Statistical Probabilistic Ontologies. URSW 2012: 3-14 - 2011
- [c5]Elena Bellodi, Fabrizio Riguzzi:
EM over Binary Decision Diagrams for Probabilistic Logic Programs. CILC 2011: 229-243 - [c4]Elena Bellodi, Fabrizio Riguzzi
:
Learning the Structure of Probabilistic Logic Programs. ILP 2011: 61-75 - [c3]Elena Bellodi, Evelina Lamma, Fabrizio Riguzzi, Simone Albani:
A Distribution Semantics for Probabilistic Ontologies. URSW 2011: 75-86 - 2010
- [c2]Elena Bellodi, Fabrizio Riguzzi, Evelina Lamma:
Probabilistic Logic-Based Process Mining. CILC 2010 - [c1]Elena Bellodi, Fabrizio Riguzzi
, Evelina Lamma:
Probabilistic Declarative Process Mining. KSEM 2010: 292-303
Coauthor Index
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