Michelangelo Diligenti

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 37

Top Topics

Language Processing

Weighted Average

Top Venues

Publications

David Debot, Pietro Barbiero, Francesco Giannini, Gabriele Ciravegna, Michelangelo Diligenti, Giuseppe Marra
Interpretable Concept-Based Memory Reasoning. CoRR (2024)
Peter Anthony, Francesco Giannini, Michelangelo Diligenti, Martin Homola, Marco Gori, Stefan Balogh, Ján Mojzis
Explainable Malware Detection with Tailored Logic Explained Networks. CoRR (2024)
Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini
Multitask Kernel-based Learning with Logic Constraints. CoRR (2024)
Stefano Fioravanti, Andrea Zugarini, Francesco Giannini, Leonardo Rigutini, Marco Maggini, Michelangelo Diligenti
Linguistic Feature Injection for Efficient Natural Language Processing. IJCNN (2023)
Francesco Giannini, Michelangelo Diligenti, Marco Maggini, Marco Gori, Giuseppe Marra
T-norms driven loss functions for machine learning. Appl. Intell. 53 (15) (2023)
Michelangelo Diligenti, Francesco Giannini, Stefano Fioravanti, Caterina Graziani, Moreno Falaschi, Giuseppe Marra
Enhancing Embedding Representations of Biomedical Data using Logic Knowledge. IJCNN (2023)
Pietro Barbiero, Francesco Giannini, Gabriele Ciravegna, Michelangelo Diligenti, Giuseppe Marra
Relational Concept Based Models. CoRR (2023)
Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini
Multitask Kernel-based Learning with First-Order Logic Constraints. CoRR (2023)
Michelangelo Diligenti, Francesco Giannini, Stefano Fioravanti, Caterina Graziani, Moreno Falaschi, Giuseppe Marra
Enhancing Embedding Representations of Biomedical Data using Logic Knowledge. CoRR (2023)
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
Concept Embedding Models. CoRR (2022)
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
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off. NeurIPS (2022)
Maxime Mulamba, Jayanta Mandi, Michelangelo Diligenti, Michele Lombardi, Victor Bucarey, Tias Guns
Contrastive Losses and Solution Caching for Predict-and-Optimize. IJCAI (2021)
Soumali Roychowdhury, Michelangelo Diligenti, Marco Gori
Regularizing deep networks with prior knowledge: A constraint-based approach. Knowl. Based Syst. 222 (2021)
Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini, Marco Maggini
Learning Representations for Sub-Symbolic Reasoning. CoRR (2021)
Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini, Marco Gori, Marco Maggini
Relational Neural Machines. CoRR (2020)
Maxime Mulamba, Jayanta Mandi, Michelangelo Diligenti, Michele Lombardi, Victor Bucarey, Tias Guns
Discrete solution pools and noise-contrastive estimation for predict-and-optimize. CoRR (2020)
Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini, Marco Gori, Marco Maggini
Relational Neural Machines. ECAI (2020)
Giuseppe Marra, Francesco Giannini, Lapo Faggi, Michelangelo Diligenti, Marco Gori, Marco Maggini
Inference in relational neural machines. NeHuAI@ECAI (2020)
Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini
On a Convex Logic Fragment for Learning and Reasoning. IEEE Trans. Fuzzy Syst. 27 (7) (2019)
Francesco Giannini, Giuseppe Marra, Michelangelo Diligenti, Marco Maggini, Marco Gori
On the Relation Between Loss Functions and T-Norms. ILP (2019)
Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Gori
LYRICS: a General Interface Layer to Integrate AI and Deep Learning. CoRR (2019)
Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Gori
LYRICS: A General Interface Layer to Integrate Logic Inference and Deep Learning. ECML/PKDD (2) (2019)
Stefano Teso, Luca Masera, Michelangelo Diligenti, Andrea Passerini
Combining learning and constraints for genome-wide protein annotation. BMC Bioinform. 20 (1) (2019)
Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Gori
Constraint-Based Visual Generation. ICANN (3) (2019)
Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Gori
Integrating Learning and Reasoning with Deep Logic Models. ECML/PKDD (2) (2019)
Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Maggini, Marco Gori
Learning and T-Norms Theory. CoRR (2019)
Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Gori
Integrating Learning and Reasoning with Deep Logic Models. CoRR (2019)
Francesco Giannini, Giuseppe Marra, Michelangelo Diligenti, Marco Maggini, Marco Gori
On the relation between Loss Functions and T-Norms. CoRR (2019)
Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini
Characterization of the Convex Łukasiewicz Fragment for Learning From Constraints. AAAI (2018)
Soumali Roychowdhury, Michelangelo Diligenti, Marco Gori
Image Classification Using Deep Learning and Prior Knowledge. AAAI Workshops (2018)
Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Gori
Constraint-Based Visual Generation. CoRR (2018)
Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini
On a Convex Logic Fragment for Learning and Reasoning. CoRR (2018)
Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini
Learning Łukasiewicz Logic Fragments by Quadratic Programming. ECML/PKDD (1) (2017)
Michelangelo Diligenti, Soumali Roychowdhury, Marco Gori
Integrating Prior Knowledge into Deep Learning. ICMLA (2017)
Michelangelo Diligenti, Marco Gori, Claudio Saccà
Semantic-based regularization for learning and inference. Artif. Intell. 244 (2017)
Michelangelo Diligenti, Marco Gori, Vincenzo Scoca
Learning Efficiently in Semantic Based Regularization. ECML/PKDD (2) (2016)
Michelangelo Diligenti, Marco Gori, Claudio Saccà
Learning in Variable-Dimensional Spaces. IEEE Trans. Neural Networks Learn. Syst. 27 (6) (2016)
Claudio Saccà, Stefano Teso, Michelangelo Diligenti, Andrea Passerini
Improved multi-level protein¿protein interaction prediction with semantic-based regularization. BMC Bioinform. 15 (2014)
Claudio Saccà, Michelangelo Diligenti, Marco Gori
Experimental Guidelines for Semantic-Based Regularization. WIRN (2013)
Claudio Saccà, Michelangelo Diligenti, Marco Gori
Collective Classification Using Semantic Based Regularization. ICMLA (1) (2013)
Claudio Saccà, Michelangelo Diligenti, Marco Gori
Graph and Manifold Co-regularization. ICMLA (1) (2013)
Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini
Bridging logic and kernel machines. Mach. Learn. 86 (1) (2012)
Leonardo Rigutini, Michelangelo Diligenti, Marco Maggini, Marco Gori
Automatic Generation of Crossword Puzzles. Int. J. Artif. Intell. Tools 21 (3) (2012)
Michelangelo Diligenti, Marco Gori, Marco Maggini
A unified representation of web logs for mining applications. Inf. Retr. 14 (3) (2011)
Michelangelo Diligenti, Marco Gori, Marco Maggini
Towards Developmental AI: The paradox of Ravenous Intelligent Agents. NeSy (2011)
Michelangelo Diligenti, Marco Gori, Marco Maggini
Learning to Tag Text from Rules and Examples. AI*IA (2011)
Antonino Freno, Tiziano Papini, Michelangelo Diligenti
Learning to Rank Using Markov Random Fields. ICMLA (2) (2011)
Claudio Saccà, Michelangelo Diligenti, Marco Gori, Marco Maggini
Learning to Tag from Logic Constraints in Hyperlinked Environments. ICMLA (2) (2011)
Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini
Multitask Kernel-based Learning with Logic Constraints. ECAI (2010)
Michelangelo Diligenti, Marco Gori, Marco Maggini
Users, Queries and Documents: A Unified Representation for Web Mining. Web Intelligence (2009)
Leonardo Rigutini, Michelangelo Diligenti, Marco Maggini, Marco Gori
A Fully Automatic Crossword Generator. ICMLA (2008)
Michelangelo Diligenti, Marco Gori, Marco Maggini
Learning Web Page Scores by Error Back-Propagation. IJCAI (2005)
Michelangelo Diligenti, Marco Gori, Marco Maggini
A Unified Probabilistic Framework for Web Page Scoring Systems. IEEE Trans. Knowl. Data Eng. 16 (1) (2004)
Michelangelo Diligenti, Marco Maggini, Filippo Maria Pucci, Franco Scarselli
Design of a crawler with bounded bandwidth. WWW (Alternate Track Papers & Posters) (2004)
Michelangelo Diligenti, Marco Gori, Marco Maggini
Neural computation, social networks, and topological spectra. Theor. Comput. Sci. 320 (1) (2004)
Ciro de Mauro, Michelangelo Diligenti, Marco Gori, Marco Maggini
Similarity learning for graph-based image representations. Pattern Recognit. Lett. 24 (8) (2003)
Ernesto Di Iorio, Michelangelo Diligenti, Marco Gori, Marco Maggini, Augusto Pucci
Detecting Near-replicas on the Web by Content and Hyperlink Analysis. WWW (Posters) (2003)
Michelangelo Diligenti, Marco Gori, Marco Maggini
A Learning Algorithm for Web Page Scoring Systems. IJCAI (2003)
Ernesto Di Iorio, Michelangelo Diligenti, Marco Gori, Marco Maggini, Augusto Pucci
Detecting Near-Replicas on the Web by Content and Hyperlink Analysis. Web Intelligence (2003)
Michelangelo Diligenti, Paolo Frasconi, Marco Gori
Hidden Tree Markov Models for Document Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. 25 (4) (2003)
Milos Kovacevic, Michelangelo Diligenti, Marco Gori, Veljko M. Milutinovic
Searching for web information more efficiently using presentational layout analysis. Int. J. Electron. Bus. 1 (3) (2003)
Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli, Ah Chung Tsoi
An introduction to learning in web domains. ESANN (2003)
Michelangelo Diligenti, Marco Gori, Marco Maggini
Web page scoring systems for horizontal and vertical search. WWW (2002)
Milos Kovacevic, Michelangelo Diligenti, Marco Gori, Veljko M. Milutinovic
Recognition of Common Areas in a Web Page Using Visual Information: a possible application in a page classification. ICDM (2002)
Milos Kovacevic, Michelangelo Diligenti, Marco Gori, Veljko M. Milutinovic
Recognition of Common Areas in a Web Page Using a Visualization Approach. AIMSA (2002)
Michelangelo Diligenti, Marco Gori, Marco Maggini, Enrico Martinelli
Adaptive graphical pattern recognition for the classification of company logos. Pattern Recognit. 34 (10) (2001)
Michelangelo Diligenti, Paolo Frasconi, Marco Gori
Image Document Categorization Using Hidden Tree Markov Models and Structured Representations. ICAPR (2001)
Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli
Classification of HTML Documents by Hidden Tree-Markov Models. ICDAR (2001)
Enrico Appiani, Francesca Cesarini, Anna Maria Colla, Michelangelo Diligenti, Marco Gori, Simone Marinai, Giovanni Soda
Automatic document classification and indexing in high-volume applications. Int. J. Document Anal. Recognit. 4 (2) (2001)
Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli
Searching the Web: learning based techniques. ESANN (2001)
Giuliano Bertelli, Alberto Bianchi, Michelangelo Diligenti
A position aware information appliance. EUSIPCO (2000)
Michelangelo Diligenti, Frans Coetzee, Steve Lawrence, C. Lee Giles, Marco Gori
Focused Crawling Using Context Graphs. VLDB (2000)