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Michelangelo Diligenti
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2020 – today
- 2024
- [c40]Peter Anthony, Francesco Giannini, Michelangelo Diligenti, Marco Gori, Martin Homola, Stefan Balogh, Ján Mojzis:
Logically Explainable Malware Detection. HI-AI@KDD 2024: 31-42 - [i16]Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini:
Multitask Kernel-based Learning with Logic Constraints. CoRR abs/2402.10617 (2024) - [i15]Peter Anthony, Francesco Giannini, Michelangelo Diligenti, Martin Homola, Marco Gori, Stefan Balogh, Ján Mojzis:
Explainable Malware Detection with Tailored Logic Explained Networks. CoRR abs/2405.03009 (2024) - [i14]David Debot, Pietro Barbiero, Francesco Giannini, Gabriele Ciravegna, Michelangelo Diligenti, Giuseppe Marra:
Interpretable Concept-Based Memory Reasoning. CoRR abs/2407.15527 (2024) - 2023
- [j17]Francesco Giannini
, Michelangelo Diligenti, Marco Maggini, Marco Gori, Giuseppe Marra:
T-norms driven loss functions for machine learning. Appl. Intell. 53(15): 18775-18789 (2023) - [c39]Michelangelo Diligenti, Francesco Giannini, Stefano Fioravanti, Caterina Graziani
Enhancing Embedding Representations of Biomedical Data using Logic Knowledge. IJCNN 2023: 1-8 - [c38]Stefano Fioravanti, Andrea Zugarini, Francesco Giannini, Leonardo Rigutini
Linguistic Feature Injection for Efficient Natural Language Processing. IJCNN 2023: 1-7 - [i13]Michelangelo Diligenti, Francesco Giannini
Enhancing Embedding Representations of Biomedical Data using Logic Knowledge. CoRR abs/2303.13566 (2023) - [i12]Pietro Barbiero
Relational Concept Based Models. CoRR abs/2308.11991 (2023) - [i11]Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini:
Multitask Kernel-based Learning with First-Order Logic Constraints. CoRR abs/2311.03340 (2023) - 2022
- [c37]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 - [i10]Mateo Espinosa Zarlenga, Pietro Barbiero, Gabriele Ciravegna, Giuseppe Marra, Francesco Giannini
Concept Embedding Models. CoRR abs/2209.09056 (2022) - 2021
- [j16]Soumali Roychowdhury, Michelangelo Diligenti, Marco Gori:
Regularizing deep networks with prior knowledge: A constraint-based approach. Knowl. Based Syst. 222: 106989 (2021) - [c36]Maxime Mulamba
Contrastive Losses and Solution Caching for Predict-and-Optimize. IJCAI 2021: 2833-2840 - [p1]Michelangelo Diligenti, Francesco Giannini
A Constraint-Based Approach to Learning and Reasoning. Neuro-Symbolic Artificial Intelligence 2021: 192-213 - [i9]Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini, Marco Maggini:
Learning Representations for Sub-Symbolic Reasoning. CoRR abs/2106.00393 (2021) - 2020
- [c35]Giuseppe Marra, Francesco Giannini, Lapo Faggi, Michelangelo Diligenti, Marco Gori, Marco Maggini:
Inference in relational neural machines. NeHuAI@ECAI 2020: 71-74 - [c34]Giuseppe Marra
Relational Neural Machines. ECAI 2020: 1340-1347 - [i8]Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini, Marco Gori, Marco Maggini:
Relational Neural Machines. CoRR abs/2002.02193 (2020) - [i7]Maxime Mulamba, Jayanta Mandi, Michelangelo Diligenti, Michele Lombardi, Victor Bucarey, Tias Guns:
Discrete solution pools and noise-contrastive estimation for predict-and-optimize. CoRR abs/2011.05354 (2020)
2010 – 2019
- 2019
- [j15]Stefano Teso
Combining learning and constraints for genome-wide protein annotation. BMC Bioinform. 20(1): 338:1-338:14 (2019) - [j14]Francesco Giannini
On a Convex Logic Fragment for Learning and Reasoning. IEEE Trans. Fuzzy Syst. 27(7): 1407-1416 (2019) - [c33]Giuseppe Marra
Constraint-Based Visual Generation. ICANN (3) 2019: 565-577 - [c32]Francesco Giannini
On the Relation Between Loss Functions and T-Norms. ILP 2019: 36-45 - [c31]Giuseppe Marra
LYRICS: A General Interface Layer to Integrate Logic Inference and Deep Learning. ECML/PKDD (2) 2019: 283-298 - [c30]Giuseppe Marra
Integrating Learning and Reasoning with Deep Logic Models. ECML/PKDD (2) 2019: 517-532 - [i6]Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Gori:
Integrating Learning and Reasoning with Deep Logic Models. CoRR abs/1901.04195 (2019) - [i5]Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Gori:
LYRICS: a General Interface Layer to Integrate AI and Deep Learning. CoRR abs/1903.07534 (2019) - [i4]Francesco Giannini, Giuseppe Marra, Michelangelo Diligenti, Marco Maggini, Marco Gori:
On the relation between Loss Functions and T-Norms. CoRR abs/1907.07904 (2019) - [i3]Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Maggini, Marco Gori:
Learning and T-Norms Theory. CoRR abs/1907.11468 (2019) - 2018
- [c29]Soumali Roychowdhury, Michelangelo Diligenti, Marco Gori:
Image Classification Using Deep Learning and Prior Knowledge. AAAI Workshops 2018: 336-343 - [c28]Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini:
Characterization of the Convex Łukasiewicz Fragment for Learning From Constraints. AAAI 2018: 3015-3020 - [i2]Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Gori:
Constraint-Based Visual Generation. CoRR abs/1807.09202 (2018) - [i1]Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini:
On a Convex Logic Fragment for Learning and Reasoning. CoRR abs/1809.06778 (2018) - 2017
- [j13]Michelangelo Diligenti, Marco Gori, Claudio Saccà:
Semantic-based regularization for learning and inference. Artif. Intell. 244: 143-165 (2017) - [c27]Michelangelo Diligenti, Soumali Roychowdhury, Marco Gori:
Integrating Prior Knowledge into Deep Learning. ICMLA 2017: 920-923 - [c26]Francesco Giannini
Learning Łukasiewicz Logic Fragments by Quadratic Programming. ECML/PKDD (1) 2017: 410-426 - 2016
- [j12]Michelangelo Diligenti, Marco Gori, Claudio Saccà:
Learning in Variable-Dimensional Spaces. IEEE Trans. Neural Networks Learn. Syst. 27(6): 1322-1332 (2016) - [c25]Michelangelo Diligenti, Marco Gori, Vincenzo Scoca:
Learning Efficiently in Semantic Based Regularization. ECML/PKDD (2) 2016: 33-46 - 2014
- [j11]Claudio Saccà, Stefano Teso
Improved multi-level protein¿protein interaction prediction with semantic-based regularization. BMC Bioinform. 15: 103 (2014) - 2013
- [c24]Claudio Saccà, Michelangelo Diligenti, Marco Gori:
Collective Classification Using Semantic Based Regularization. ICMLA (1) 2013: 283-286 - [c23]Claudio Saccà, Michelangelo Diligenti, Marco Gori:
Graph and Manifold Co-regularization. ICMLA (1) 2013: 287-290 - [c22]Claudio Saccà, Michelangelo Diligenti, Marco Gori:
Experimental Guidelines for Semantic-Based Regularization. WIRN 2013: 15-23 - 2012
- [j10]Leonardo Rigutini
Automatic Generation of Crossword Puzzles. Int. J. Artif. Intell. Tools 21(3) (2012) - [j9]Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini
Bridging logic and kernel machines. Mach. Learn. 86(1): 57-88 (2012) - 2011
- [j8]Michelangelo Diligenti, Marco Gori, Marco Maggini:
A unified representation of web logs for mining applications. Inf. Retr. 14(3): 215-236 (2011) - [c21]Michelangelo Diligenti, Marco Gori, Marco Maggini:
Learning to Tag Text from Rules and Examples. AI*IA 2011: 45-56 - [c20]Claudio Saccà, Michelangelo Diligenti, Marco Gori, Marco Maggini:
Learning to Tag from Logic Constraints in Hyperlinked Environments. ICMLA (2) 2011: 251-256 - [c19]Antonino Freno, Tiziano Papini, Michelangelo Diligenti:
Learning to Rank Using Markov Random Fields. ICMLA (2) 2011: 257-262 - [c18]Michelangelo Diligenti, Marco Gori, Marco Maggini:
Towards Developmental AI: The paradox of Ravenous Intelligent Agents. NeSy 2011: 25-27 - 2010
- [c17]Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini
Multitask Kernel-based Learning with Logic Constraints. ECAI 2010: 433-438
2000 – 2009
- 2009
- [c16]Michelangelo Diligenti, Marco Gori, Marco Maggini:
Users, Queries and Documents: A Unified Representation for Web Mining. Web Intelligence 2009: 238-244 - 2008
- [c15]Leonardo Rigutini
A Fully Automatic Crossword Generator. ICMLA 2008: 362-367 - 2005
- [c14]Michelangelo Diligenti, Marco Gori, Marco Maggini:
Learning Web Page Scores by Error Back-Propagation. IJCAI 2005: 684-689 - 2004
- [j7]Michelangelo Diligenti, Marco Gori, Marco Maggini:
Neural computation, social networks, and topological spectra. Theor. Comput. Sci. 320(1): 71-87 (2004) - [j6]Michelangelo Diligenti, Marco Gori, Marco Maggini:
A Unified Probabilistic Framework for Web Page Scoring Systems. IEEE Trans. Knowl. Data Eng. 16(1): 4-16 (2004) - [c13]Michelangelo Diligenti, Marco Maggini, Filippo Maria Pucci, Franco Scarselli
Design of a crawler with bounded bandwidth. WWW (Alternate Track Papers & Posters) 2004: 292-293 - 2003
- [j5]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): 310-326 (2003) - [j4]Michelangelo Diligenti, Paolo Frasconi, Marco Gori:
Hidden Tree Markov Models for Document Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. 25(4): 519-523 (2003) - [j3]Ciro de Mauro, Michelangelo Diligenti, Marco Gori, Marco Maggini:
Similarity learning for graph-based image representations. Pattern Recognit. Lett. 24(8): 1115-1122 (2003) - [c12]Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli, Ah Chung Tsoi:
An introduction to learning in web domains. ESANN 2003: 1-8 - [c11]Michelangelo Diligenti, Marco Gori, Marco Maggini:
A Learning Algorithm for Web Page Scoring Systems. IJCAI 2003: 575-580 - [c10]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: 249-255 - [c9]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 - 2002
- [c8]Milos Kovacevic
Recognition of Common Areas in a Web Page Using a Visualization Approach. AIMSA 2002: 203-212 - [c7]Milos Kovacevic
Recognition of Common Areas in a Web Page Using Visual Information: a possible application in a page classification. ICDM 2002: 250-257 - [c6]Michelangelo Diligenti, Marco Gori, Marco Maggini:
Web page scoring systems for horizontal and vertical search. WWW 2002: 508-516 - 2001
- [j2]Enrico Appiani, Francesca Cesarini, Anna Maria Colla, Michelangelo Diligenti, Marco Gori, Simone Marinai
Automatic document classification and indexing in high-volume applications. Int. J. Document Anal. Recognit. 4(2): 69-83 (2001) - [j1]Michelangelo Diligenti, Marco Gori, Marco Maggini, Enrico Martinelli:
Adaptive graphical pattern recognition for the classification of company logos. Pattern Recognit. 34(10): 2049-2061 (2001) - [c5]Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli:
Searching the Web: learning based techniques. ESANN 2001: 257-264 - [c4]Michelangelo Diligenti, Paolo Frasconi, Marco Gori:
Image Document Categorization Using Hidden Tree Markov Models and Structured Representations. ICAPR 2001: 147-156 - [c3]Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli
Classification of HTML Documents by Hidden Tree-Markov Models. ICDAR 2001: 849-853 - 2000
- [c2]Giuliano Bertelli, Alberto Bianchi, Michelangelo Diligenti:
A position aware information appliance. EUSIPCO 2000: 1-4 - [c1]Michelangelo Diligenti, Frans Coetzee, Steve Lawrence, C. Lee Giles
Focused Crawling Using Context Graphs. VLDB 2000: 527-534
Coauthor Index
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last updated on 2024-12-05 20:47 CET by the dblp team
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