Michelangelo Diligenti

87 papers A* 12A 3B 5C 4Misc 1Journal 38Unranked 23
YearRankTypeTitle / Venue / Authors
2026 A* conf
DeepProofLog: Efficient Proving in Deep Stochastic Logic Programs.
AAAI
Ying Jiao, Rodrigo Castellano Ontiveros, Luc De Raedt, Marco Gori, Francesco Giannini, Michelangelo Diligenti, Giuseppe Marra
2026 J jnl
Mixture of Concept Bottleneck Experts.
CoRR
Francesco De Santis, Gabriele Ciravegna, Giovanni de Felice, Arianna Casanova, Francesco Giannini, Michelangelo Diligenti, Mateo Espinosa Zarlenga, Pietro Barbiero, Johannes Schneider, Danilo Giordano
2025 — conf
A Note on Methods for Explainable Malware Analysis.
JOWO
Martin Homola, Peter Anthony, Iveta Becková, Ján Kluka, Ján Mojzis, Peter Svec, Stefan Balogh, Franco Alberto Cardillo, Franca Debole, Umberto Straccia, Martin Kenyeres, Francesco Giannini, Michelangelo Diligenti, Marco Gori, Tomás Bisták, Daniel Trizna, Zekeri Adams
2025 J jnl
DeepProofLog: Efficient Proving in Deep Stochastic Logic Programs.
CoRR
Ying Jiao, Rodrigo Castellano Ontiveros, Luc De Raedt, Marco Gori, Francesco Giannini, Michelangelo Diligenti, Giuseppe Marra
2025 C conf
Distilling KGE black boxes into interpretable NeSy models.
NeSy
Rodrigo Castellano Ontiveros, Francesco Giannini, Michelangelo Diligenti
2025 A* conf
Grounding Methods for Neural-Symbolic AI.
IJCAI
Rodrigo Castellano Ontiveros, Francesco Giannini, Marco Gori, Giuseppe Marra, Michelangelo Diligenti
2025 J jnl
Grounding Methods for Neural-Symbolic AI.
CoRR
Rodrigo Castellano Ontiveros, Francesco Giannini, Marco Gori, Giuseppe Marra, Michelangelo Diligenti
2025 — conf
Interpretable Link Prediction via Neural-Symbolic Reasoning.
xAI (2)
Rodrigo Castellano Ontiveros, Ehsan Bonabi Mobaraki, Francesco Giannini, Pietro Barbiero, Marco Gori, Michelangelo Diligenti
2025 J jnl
Neural Interpretable Reasoning.
CoRR
Pietro Barbiero, Giuseppe Marra, Gabriele Ciravegna, David Debot, Francesco De Santis, Michelangelo Diligenti, Mateo Espinosa Zarlenga, Francesco Giannini
2025 J jnl
Relational reasoning networks.
Knowl. Based Syst.
Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini
2024 — conf
Benchmarking in Neuro-Symbolic AI.
IJCLR
Robin Manhaeve, Francesco Giannini, Mehdi Ali, Damiano Azzolini, Alice Bizzarri, Andrea Borghesi, Samuele Bortolotti, Luc De Raedt, Devendra Singh Dhami, Michelangelo Diligenti, Sebastijan Dumancic, Boi Faltings, Elisabetta Gentili, Alfonso Gerevini, Marco Gori, Tias Guns, Martin Homola, Kristian Kersting, Jens Lehmann, Michele Lombardi, Luca Salvatore Lorello, Emanuele Marconato, Stefano Melacci, Andrea Passerini, Debjit Paul, Fabrizio Riguzzi, Stefano Teso, Neil Yorke-Smith, Marco Lippi
2024 J jnl
Explainable Malware Detection with Tailored Logic Explained Networks.
CoRR
Peter Anthony, Francesco Giannini, Michelangelo Diligenti, Martin Homola, Marco Gori, Stefan Balogh, Ján Mojzis
2024 A* conf
Interpretable Concept-Based Memory Reasoning.
NeurIPS
David Debot, Pietro Barbiero, Francesco Giannini, Gabriele Ciravegna, Michelangelo Diligenti, Giuseppe Marra
2024 J jnl
Interpretable Concept-Based Memory Reasoning.
CoRR
David Debot, Pietro Barbiero, Francesco Giannini, Gabriele Ciravegna, Michelangelo Diligenti, Giuseppe Marra
2024 — conf
Logically Explainable Malware Detection.
HI-AI@KDD
Peter Anthony, Francesco Giannini, Michelangelo Diligenti, Marco Gori, Martin Homola, Stefan Balogh, Ján Mojzis
2024 J jnl
Multitask Kernel-based Learning with Logic Constraints.
CoRR
Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini
2024 A* conf
Relational Concept Bottleneck Models.
NeurIPS
Pietro Barbiero, Francesco Giannini, Gabriele Ciravegna, Michelangelo Diligenti, Giuseppe Marra
2023 B conf
Enhancing Embedding Representations of Biomedical Data using Logic Knowledge.
IJCNN
Michelangelo Diligenti, Francesco Giannini, Stefano Fioravanti, Caterina Graziani, Moreno Falaschi, Giuseppe Marra
2023 J jnl
Enhancing Embedding Representations of Biomedical Data using Logic Knowledge.
CoRR
Michelangelo Diligenti, Francesco Giannini, Stefano Fioravanti, Caterina Graziani, Moreno Falaschi, Giuseppe Marra
2023 B conf
Linguistic Feature Injection for Efficient Natural Language Processing.
IJCNN
Stefano Fioravanti, Andrea Zugarini, Francesco Giannini, Leonardo Rigutini, Marco Maggini, Michelangelo Diligenti
2023 J jnl
Multitask Kernel-based Learning with First-Order Logic Constraints.
CoRR
Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini
2023 J jnl
Relational Concept Based Models.
CoRR
Pietro Barbiero, Francesco Giannini, Gabriele Ciravegna, Michelangelo Diligenti, Giuseppe Marra
2023 J jnl
T-norms driven loss functions for machine learning.
Appl. Intell.
Francesco Giannini, Michelangelo Diligenti, Marco Maggini, Marco Gori, Giuseppe Marra
2022 J jnl
Concept Embedding Models.
CoRR
Mateo Espinosa Zarlenga, Pietro Barbiero, Gabriele Ciravegna, Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Zohreh Shams, Frédéric Precioso, Stefano Melacci, Adrian Weller, Pietro Liò, Mateja Jamnik
2022 A* conf
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off.
NeurIPS
Mateo Espinosa Zarlenga, Pietro Barbiero, Gabriele Ciravegna, Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Zohreh Shams, Frédéric Precioso, Stefano Melacci, Adrian Weller, Pietro Lió, Mateja Jamnik
2021 — ch.
A Constraint-Based Approach to Learning and Reasoning.
Neuro-Symbolic Artificial Intelligence
Michelangelo Diligenti, Francesco Giannini, Marco Gori, Marco Maggini, Giuseppe Marra
2021 A* conf
Contrastive Losses and Solution Caching for Predict-and-Optimize.
IJCAI
Maxime Mulamba, Jayanta Mandi, Michelangelo Diligenti, Michele Lombardi, Victor Bucarey, Tias Guns
2021 J jnl
Learning Representations for Sub-Symbolic Reasoning.
CoRR
Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini, Marco Maggini
2021 J jnl
Regularizing deep networks with prior knowledge: A constraint-based approach.
Knowl. Based Syst.
Soumali Roychowdhury, Michelangelo Diligenti, Marco Gori
2020 J jnl
Discrete solution pools and noise-contrastive estimation for predict-and-optimize.
CoRR
Maxime Mulamba, Jayanta Mandi, Michelangelo Diligenti, Michele Lombardi, Victor Bucarey, Tias Guns
2020 — conf
Inference in relational neural machines.
NeHuAI@ECAI
Giuseppe Marra, Francesco Giannini, Lapo Faggi, Michelangelo Diligenti, Marco Gori, Marco Maggini
2020 A conf
Relational Neural Machines.
ECAI
Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini, Marco Gori, Marco Maggini
2020 J jnl
Relational Neural Machines.
CoRR
Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini, Marco Gori, Marco Maggini
2019 J jnl
Combining learning and constraints for genome-wide protein annotation.
BMC Bioinform.
Stefano Teso, Luca Masera, Michelangelo Diligenti, Andrea Passerini
2019 — conf
Constraint-Based Visual Generation.
ICANN (3)
Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Gori
2019 — conf
Integrating Learning and Reasoning with Deep Logic Models.
ECML/PKDD (2)
Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Gori
2019 J jnl
Integrating Learning and Reasoning with Deep Logic Models.
CoRR
Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Gori
2019 — conf
LYRICS: A General Interface Layer to Integrate Logic Inference and Deep Learning.
ECML/PKDD (2)
Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Gori
2019 J jnl
LYRICS: a General Interface Layer to Integrate AI and Deep Learning.
CoRR
Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Gori
2019 J jnl
Learning and T-Norms Theory.
CoRR
Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Maggini, Marco Gori
2019 J jnl
On a Convex Logic Fragment for Learning and Reasoning.
IEEE Trans. Fuzzy Syst.
Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini
2019 B conf
On the Relation Between Loss Functions and T-Norms.
ILP
Francesco Giannini, Giuseppe Marra, Michelangelo Diligenti, Marco Maggini, Marco Gori
2019 J jnl
On the relation between Loss Functions and T-Norms.
CoRR
Francesco Giannini, Giuseppe Marra, Michelangelo Diligenti, Marco Maggini, Marco Gori
2018 A* conf
Characterization of the Convex Łukasiewicz Fragment for Learning From Constraints.
AAAI
Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini
2018 J jnl
Constraint-Based Visual Generation.
CoRR
Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Gori
2018 — conf
Image Classification Using Deep Learning and Prior Knowledge.
AAAI Workshops
Soumali Roychowdhury, Michelangelo Diligenti, Marco Gori
2018 J jnl
On a Convex Logic Fragment for Learning and Reasoning.
CoRR
Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini
2017 C conf
Integrating Prior Knowledge into Deep Learning.
ICMLA
Michelangelo Diligenti, Soumali Roychowdhury, Marco Gori
2017 — conf
Learning Łukasiewicz Logic Fragments by Quadratic Programming.
ECML/PKDD (1)
Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini
2017 J jnl
Semantic-based regularization for learning and inference.
Artif. Intell.
Michelangelo Diligenti, Marco Gori, Claudio Saccà
2016 — conf
Learning Efficiently in Semantic Based Regularization.
ECML/PKDD (2)
Michelangelo Diligenti, Marco Gori, Vincenzo Scoca
2016 J jnl
Learning in Variable-Dimensional Spaces.
IEEE Trans. Neural Networks Learn. Syst.
Michelangelo Diligenti, Marco Gori, Claudio Saccà
2014 J jnl
Improved multi-level protein¿protein interaction prediction with semantic-based regularization.
BMC Bioinform.
Claudio Saccà, Stefano Teso, Michelangelo Diligenti, Andrea Passerini
2013 — conf
Collective Classification Using Semantic Based Regularization.
ICMLA (1)
Claudio Saccà, Michelangelo Diligenti, Marco Gori
2013 — conf
Experimental Guidelines for Semantic-Based Regularization.
WIRN
Claudio Saccà, Michelangelo Diligenti, Marco Gori
2013 — conf
Graph and Manifold Co-regularization.
ICMLA (1)
Claudio Saccà, Michelangelo Diligenti, Marco Gori
2012 J jnl
Automatic Generation of Crossword Puzzles.
Int. J. Artif. Intell. Tools
Leonardo Rigutini, Michelangelo Diligenti, Marco Maggini, Marco Gori
2012 J jnl
Bridging logic and kernel machines.
Mach. Learn.
Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini
2011 J jnl
A unified representation of web logs for mining applications.
Inf. Retr.
Michelangelo Diligenti, Marco Gori, Marco Maggini
2011 — conf
Learning to Rank Using Markov Random Fields.
ICMLA (2)
Antonino Freno, Tiziano Papini, Michelangelo Diligenti
2011 — conf
Learning to Tag Text from Rules and Examples.
AI*IA
Michelangelo Diligenti, Marco Gori, Marco Maggini
2011 — conf
Learning to Tag from Logic Constraints in Hyperlinked Environments.
ICMLA (2)
Claudio Saccà, Michelangelo Diligenti, Marco Gori, Marco Maggini
2011 C conf
Towards Developmental AI: The paradox of Ravenous Intelligent Agents.
NeSy
Michelangelo Diligenti, Marco Gori, Marco Maggini
2010 A conf
Multitask Kernel-based Learning with Logic Constraints.
ECAI
Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini
2009 — conf
Users, Queries and Documents: A Unified Representation for Web Mining.
Web Intelligence
Michelangelo Diligenti, Marco Gori, Marco Maggini
2008 C conf
A Fully Automatic Crossword Generator.
ICMLA
Leonardo Rigutini, Michelangelo Diligenti, Marco Maggini, Marco Gori
2005 A* conf
Learning Web Page Scores by Error Back-Propagation.
IJCAI
Michelangelo Diligenti, Marco Gori, Marco Maggini
2004 J jnl
A Unified Probabilistic Framework for Web Page Scoring Systems.
IEEE Trans. Knowl. Data Eng.
Michelangelo Diligenti, Marco Gori, Marco Maggini
2004 — conf
Design of a crawler with bounded bandwidth.
WWW (Alternate Track Papers & Posters)
Michelangelo Diligenti, Marco Maggini, Filippo Maria Pucci, Franco Scarselli
2004 J jnl
Neural computation, social networks, and topological spectra.
Theor. Comput. Sci.
Michelangelo Diligenti, Marco Gori, Marco Maggini
2003 A* conf
A Learning Algorithm for Web Page Scoring Systems.
IJCAI
Michelangelo Diligenti, Marco Gori, Marco Maggini
2003 B conf
An introduction to learning in web domains.
ESANN
Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli, Ah Chung Tsoi
2003 — conf
Detecting Near-Replicas on the Web by Content and Hyperlink Analysis.
Web Intelligence
Ernesto Di Iorio, Michelangelo Diligenti, Marco Gori, Marco Maggini, Augusto Pucci
2003 — conf
Detecting Near-replicas on the Web by Content and Hyperlink Analysis.
WWW (Posters)
Ernesto Di Iorio, Michelangelo Diligenti, Marco Gori, Marco Maggini, Augusto Pucci
2003 J jnl
Hidden Tree Markov Models for Document Image Classification.
IEEE Trans. Pattern Anal. Mach. Intell.
Michelangelo Diligenti, Paolo Frasconi, Marco Gori
2003 J jnl
Searching for web information more efficiently using presentational layout analysis.
Int. J. Electron. Bus.
Milos Kovacevic, Michelangelo Diligenti, Marco Gori, Veljko M. Milutinovic
2003 J jnl
Similarity learning for graph-based image representations.
Pattern Recognit. Lett.
Ciro de Mauro, Michelangelo Diligenti, Marco Gori, Marco Maggini
2002 A* conf
Recognition of Common Areas in a Web Page Using Visual Information: a possible application in a page classification.
ICDM
Milos Kovacevic, Michelangelo Diligenti, Marco Gori, Veljko M. Milutinovic
2002 Misc conf
Recognition of Common Areas in a Web Page Using a Visualization Approach.
AIMSA
Milos Kovacevic, Michelangelo Diligenti, Marco Gori, Veljko M. Milutinovic
2002 A* conf
Web page scoring systems for horizontal and vertical search.
WWW
Michelangelo Diligenti, Marco Gori, Marco Maggini
2001 J jnl
Adaptive graphical pattern recognition for the classification of company logos.
Pattern Recognit.
Michelangelo Diligenti, Marco Gori, Marco Maggini, Enrico Martinelli
2001 J jnl
Automatic document classification and indexing in high-volume applications.
Int. J. Document Anal. Recognit.
Enrico Appiani, Francesca Cesarini, Anna Maria Colla, Michelangelo Diligenti, Marco Gori, Simone Marinai, Giovanni Soda
2001 A conf
Classification of HTML Documents by Hidden Tree-Markov Models.
ICDAR
Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli
2001 — conf
Image Document Categorization Using Hidden Tree Markov Models and Structured Representations.
ICAPR
Michelangelo Diligenti, Paolo Frasconi, Marco Gori
2001 B conf
Searching the Web: learning based techniques.
ESANN
Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli
2000 — conf
A position aware information appliance.
EUSIPCO
Giuliano Bertelli, Alberto Bianchi, Michelangelo Diligenti
2000 A* conf
Focused Crawling Using Context Graphs.
VLDB
Michelangelo Diligenti, Frans Coetzee, Steve Lawrence, C. Lee Giles, Marco Gori