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2023
[j32]
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Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini, Marco Gori, Pietro Liò, Marco Maggini, Stefano Melacci:
Logic Explained Networks. Artif. Intell. 314: 103822 (2023)
[j31]
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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)
2022
[j30]
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Matteo Tiezzi, Giuseppe Marra, Stefano Melacci, Marco Maggini:
Deep Constraint-Based Propagation in Graph Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 727-739 (2022)
2020
[j29]
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Marco Maggini, Giuseppe Marra, Stefano Melacci, Andrea Zugarini:
Learning in Text Streams: Discovery and Disambiguation of Entity and Relation Instances. IEEE Trans. Neural Networks Learn. Syst. 31(11): 4475-4486 (2020)
2019
[j28]
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Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini:
On a Convex Logic Fragment for Learning and Reasoning. IEEE Trans. Fuzzy Syst. 27(7): 1407-1416 (2019)
2017
[j27]
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Mauro Barni, Luca Bondi, Nicolò Bonettini, Paolo Bestagini, Andrea Costanzo, Marco Maggini, Benedetta Tondi, Stefano Tubaro:
Aligned and non-aligned double JPEG detection using convolutional neural networks. J. Vis. Commun. Image Represent. 49: 153-163 (2017)
2016
[j26]
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Marco Gori, Marco Lippi, Marco Maggini, Stefano Melacci:
Semantic video labeling by developmental visual agents. Comput. Vis. Image Underst. 146: 9-26 (2016)
[j25]
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Marco Gori, Marco Maggini, Alessandro Rossi:
Neural network training as a dissipative process. Neural Networks 81: 72-80 (2016)
2012
[j24]
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Leonardo Rigutini, Michelangelo Diligenti, Marco Maggini, Marco Gori:
Automatic Generation of Crossword Puzzles. Int. J. Artif. Intell. Tools 21(3) (2012)
[j23]
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Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini:
Bridging logic and kernel machines. Mach. Learn. 86(1): 57-88 (2012)
[j22]
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Marco Maggini, Stefano Melacci, Lorenzo Sarti:
Learning from pairwise constraints by Similarity Neural Networks. Neural Networks 26: 141-158 (2012)
2011
[j21]
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Michelangelo Diligenti, Marco Gori, Marco Maggini:
A unified representation of web logs for mining applications. Inf. Retr. 14(3): 215-236 (2011)
[j20]
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Leonardo Rigutini, Tiziano Papini, Marco Maggini, Franco Scarselli:
SortNet: Learning to Rank by a Neural Preference Function. IEEE Trans. Neural Networks 22(9): 1368-1380 (2011)
2010
[j19]
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Stefano Melacci, Lorenzo Sarti, Marco Maggini, Marco Gori:
A template-based approach to automatic face enhancement. Pattern Anal. Appl. 13(3): 289-300 (2010)
2007
[j18]
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Filippo Geraci, Marco Pellegrini, Marco Maggini, Fabrizio Sebastiani:
Cluster Generation and Labeling for Web Snippets: A Fast, Accurate Hierarchical Solution. Internet Math. 3(4): 413-443 (2007)
2005
[j17]
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Monica Bianchini, Marco Maggini, Lorenzo Sarti, Franco Scarselli:
Recursive neural networks for processing graphs with labelled edges: theory and applications. Neural Networks 18(8): 1040-1050 (2005)
[j16]
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Marco Gori, Marco Maggini, Lorenzo Sarti:
Exact and Approximate Graph Matching Using Random Walks. IEEE Trans. Pattern Anal. Mach. Intell. 27(7): 1100-1111 (2005)
[j15]
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Monica Bianchini, Marco Maggini, Lorenzo Sarti, Franco Scarselli:
Recursive neural networks learn to localize faces. Pattern Recognit. Lett. 26(12): 1885-1895 (2005)
2004
[j14]
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Michelangelo Diligenti, Marco Gori, Marco Maggini:
Neural computation, social networks, and topological spectra. Theor. Comput. Sci. 320(1): 71-87 (2004)
[j13]
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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)
[j12]
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Gary William Flake, Paolo Frasconi, C. Lee Giles, Marco Maggini:
Guest editorial: Machine learning for the Internet. ACM Trans. Internet Techn. 4(2): 125-128 (2004)
[j11]
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Gary William Flake, Paolo Frasconi, C. Lee Giles, Marco Maggini:
Guest editorial: Machine learning for the Internet. ACM Trans. Internet Techn. 4(4): 341-343 (2004)
2003
[j10]
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Marco Gori, Marco Maggini, Simone Marinai, Jianqing Sheng, Giovanni Soda:
Edge-backpropagation for noisy logo recognition. Pattern Recognit. 36(1): 103-110 (2003)
[j9]
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Ciro de Mauro, Michelangelo Diligenti, Marco Gori, Marco Maggini:
Similarity learning for graph-based image representations. Pattern Recognit. Lett. 24(8): 1115-1122 (2003)
[j8]
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Patrizia Bonaventura, Marco Gori, Marco Maggini, Franco Scarselli, Jianqing Sheng:
A Hybrid Model for the Prediction of the Linguistic Origin of Surnames. IEEE Trans. Knowl. Data Eng. 15(3): 760-763 (2003)
2001
[j7]
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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)
1998
[j6]
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Marco Gori, Marco Maggini, Enrico Martinelli, Giovanni Soda:
Inductive inference from noisy examples using the hybrid finite state filter. IEEE Trans. Neural Networks 9(3): 571-575 (1998)
1997
[j5]
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Monica Bianchini, Stefano Fanelli, Marco Gori, Marco Maggini:
Terminal attractor algorithms: A critical analysis. Neurocomputing 15(1): 3-13 (1997)
1996
[j4]
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Paolo Frasconi, Marco Gori, Marco Maggini, Giovanni Soda:
Representation of Finite State Automata in Recurrent Radial Basis Function Networks. Mach. Learn. 23(1): 5-32 (1996)
[j3]
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Marco Gori, Marco Maggini:
Optimal convergence of on-line backpropagation. IEEE Trans. Neural Networks 7(1): 251-254 (1996)
1995
[j2]
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Paolo Frasconi, Marco Gori, Marco Maggini, Giovanni Soda:
Unified Integration of Explicit Knowledge and Learning by Example in Recurrent Networks. IEEE Trans. Knowl. Data Eng. 7(2): 340-346 (1995)
1994
[j1]
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Monica Bianchini, Marco Gori, Marco Maggini:
On the problem of local minima in recurrent neural networks. IEEE Trans. Neural Networks 5(2): 167-177 (1994)

Conference and Workshop Papers

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2024
[c87]
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Kamyar Zeinalipour, Yusuf Gökberk Keptig, Marco Maggini, Leonardo Rigutini, Marco Gori:
A Turkish Educational Crossword Puzzle Generator. AIED Companion (2) 2024: 226-233
[c86]
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  - conf/coling/ZugariniZKMGR24
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Andrea Zugarini, Kamyar Zeinalipour, Surya Sai Kadali, Marco Maggini, Marco Gori, Leonardo Rigutini:
Clue-Instruct: Text-Based Clue Generation for Educational Crossword Puzzles. LREC/COLING 2024: 3347-3356
2023
[c85]
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Kamyar Zeinalipour, Tommaso Iaquinta, Asya Zanollo, Giovanni Angelini, Leonardo Rigutini, Marco Maggini, Marco Gori:
Italian Crossword Generator: Enhancing Education through Interactive Word Puzzles. CLiC-it 2023
[c84]
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Kamyar Zeinalipour, Tommaso Iaquinta, Giovanni Angelini, Leonardo Rigutini, Marco Maggini, Marco Gori:
Building Bridges of Knowledge: Innovating Education with Automated Crossword Generation. ICMLA 2023: 1228-1236
[c83]
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Stefano Fioravanti, Andrea Zugarini, Francesco Giannini, Leonardo Rigutini, Marco Maggini, Michelangelo Diligenti:
Linguistic Feature Injection for Efficient Natural Language Processing. IJCNN 2023: 1-7
[c82]
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Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini, Marco Gori, Pietro Liò, Marco Maggini, Stefano Melacci:
Logic Explained Networks. NeSy 2023: 432-433
[c81]
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Kamyar Zeinalipour, Mohamed Zaky Saad, Marco Maggini, Marco Gori:
ArabIcros: AI-Powered Arabic Crossword Puzzle Generation for Educational Applications. ArabicNLP 2023: 288-301
2021
[c80]
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Andrea Zugarini, Luca Pasqualini, Stefano Melacci, Marco Maggini:
Generate and Revise: Reinforcement Learning in Neural Poetry. IJCNN 2021: 1-8
2020
[c79]
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Gabriele Ciravegna, Francesco Giannini, Stefano Melacci, Marco Maggini, Marco Gori:
A Constraint-Based Approach to Learning and Explanation. AAAI 2020: 3658-3665
[c78]
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Giuseppe Marra, Francesco Giannini, Lapo Faggi, Michelangelo Diligenti, Marco Gori, Marco Maggini:
Inference in relational neural machines. NeHuAI@ECAI 2020: 71-74
[c77]
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Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini, Marco Gori, Marco Maggini:
Relational Neural Machines. ECAI 2020: 1340-1347
[c76]
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Matteo Tiezzi, Giuseppe Marra, Stefano Melacci, Marco Maggini, Marco Gori:
A Lagrangian Approach to Information Propagation in Graph Neural Networks. ECAI 2020: 1539-1546
[c75]
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Gabriele Ciravegna, Francesco Giannini, Marco Gori, Marco Maggini, Stefano Melacci:
Human-Driven FOL Explanations of Deep Learning. IJCAI 2020: 2234-2240
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Giuseppe Marra, Matteo Tiezzi, Stefano Melacci, Alessandro Betti, Marco Maggini, Marco Gori:
Local Propagation in Constraint-based Neural Networks. IJCNN 2020: 1-8
[c73]
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Matteo Tiezzi, Stefano Melacci, Alessandro Betti, Marco Maggini, Marco Gori:
Focus of Attention Improves Information Transfer in Visual Features. NeurIPS 2020
[c72]
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Andrea Zugarini, Matteo Tiezzi, Marco Maggini:
Vulgaris: Analysis of a Corpus for Middle-Age Varieties of Italian Language. VarDial@COLING 2020: 150-159
2019
[c71]
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Andrea Zugarini, Stefano Melacci, Marco Maggini:
Neural Poetry: Learning to Generate Poems Using Syllables. ICANN (4) 2019: 313-325
[c70]
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Francesco Giannini, Marco Maggini:
Conditions for Unnecessary Logical Constraints in Kernel Machines. ICANN (2) 2019: 608-620
[c69]
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Francesco Giannini, Giuseppe Marra, Michelangelo Diligenti, Marco Maggini, Marco Gori:
On the Relation Between Loss Functions and T-Norms. ILP 2019: 36-45
[c68]
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  - conf/snams/GloboTZRMM19
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Achille Globo, Antonio Trevisi, Andrea Zugarini, Leonardo Rigutini, Marco Maggini, Stefano Melacci:
Neural Paraphrasing by Automatically Crawled and Aligned Sentence Pairs. SNAMS 2019: 429-434
2018
[c67]
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  - conf/aaai/GianniniDGM18
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Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini:
Characterization of the Convex Łukasiewicz Fragment for Learning From Constraints. AAAI 2018: 3015-3020
[c66]
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Alberto Rossi, Matteo Tiezzi, Giovanna Maria Dimitri, Monica Bianchini, Marco Maggini, Franco Scarselli:
Inductive-Transductive Learning with Graph Neural Networks. ANNPR 2018: 201-212
[c65]
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Giuseppe Marra, Andrea Zugarini, Stefano Melacci, Marco Maggini:
An Unsupervised Character-Aware Neural Approach to Word and Context Representation Learning. ICANN (3) 2018: 126-136
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Matteo Tiezzi, Stefano Melacci, Marco Maggini, Angelo Frosini:
Video Surveillance of Highway Traffic Events by Deep Learning Architectures. ICANN (3) 2018: 584-593
2017
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Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini:
Learning Łukasiewicz Logic Fragments by Quadratic Programming. ECML/PKDD (1) 2017: 410-426
2016
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Marco Maggini, Alessandro Rossi:
On-line Learning on Temporal Manifolds. AI*IA 2016: 321-333
2015
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Marco Gori, Marco Lippi, Marco Maggini, Stefano Melacci, Marcello Pelillo:
En Plein Air Visual Agents. ICIAP (2) 2015: 697-709
2014
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Marco Gori, Marco Lippi, Marco Maggini, Stefano Melacci:
On-Line Video Motion Estimation by Invariant Receptive Inputs. CVPR Workshops 2014: 726-731
2013
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Salvatore Frandina, Marco Gori, Marco Lippi, Marco Maggini, Stefano Melacci:
Variational Foundations of Online Backpropagation. ICANN 2013: 82-89
[c58]
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Salvatore Frandina, Marco Lippi, Marco Maggini, Stefano Melacci:
On-Line Laplacian One-Class Support Vector Machines. ICANN 2013: 186-193
[c57]
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Stefano Melacci, Marco Lippi, Marco Gori, Marco Maggini:
Information-Based Learning of Deep Architectures for Feature Extraction. ICIAP (2) 2013: 101-110
2012
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Marco Gori, Stefano Melacci, Marco Lippi, Marco Maggini:
Information Theoretic Learning for Pixel-Based Visual Agents. ECCV (6) 2012: 864-875
2011
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Michelangelo Diligenti, Marco Gori, Marco Maggini:
Learning to Tag Text from Rules and Examples. AI*IA 2011: 45-56
[c54]
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Filippo Geraci, Marco Maggini:
A Multi-sequence Alignment Algorithm for Web Template Detection. KDIR 2011: 121-128
[c53]
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Filippo Geraci, Marco Maggini:
A Fast Method for Web Template Extraction via a Multi-sequence Alignment Approach. IC3K 2011: 172-184
[c52]
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Claudio Saccà, Michelangelo Diligenti, Marco Gori, Marco Maggini:
Learning to Tag from Logic Constraints in Hyperlinked Environments. ICMLA (2) 2011: 251-256
[c51]
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Michelangelo Diligenti, Marco Gori, Marco Maggini:
Towards Developmental AI: The paradox of Ravenous Intelligent Agents. NeSy 2011: 25-27
2010
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Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini:
Multitask Kernel-based Learning with Logic Constraints. ECAI 2010: 433-438
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Marco Maggini, Tiziano Papini:
Multitask Semi-supervised Learning with Constraints and Constraint Exceptions. ICANN (3) 2010: 218-227
2009
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Stefano Melacci, Marco Maggini, Marco Gori:
Semi-supervised Learning with Constraints for Multi-view Object Recognition. ICANN (2) 2009: 653-662
[c47]
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Stefano Melacci, Marco Maggini, Lorenzo Sarti:
Semi-supervised clustering using similarity neural networks. IJCNN 2009: 2065-2072
[c46]
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Michelangelo Diligenti, Marco Gori, Marco Maggini:
Users, Queries and Documents: A Unified Representation for Web Mining. Web Intelligence 2009: 238-244
2008
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Monica Bianchini, Ernesto Di Iorio, Marco Maggini, Augusto Pucci:
Cyclostationary Neural Networks for Air Pollutant Concentration Prediction. ANNPR 2008: 101-112
[c44]
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Stefano Melacci, Lorenzo Sarti, Marco Maggini, Monica Bianchini:
A Neural Network Approach to Similarity Learning. ANNPR 2008: 133-136
[c43]
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I. Castelli, Marco Maggini, Stefano Melacci, Lorenzo Sarti:
Auto Associative Neural Network based Active Shape Models. FG 2008: 1-6
[c42]
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Marco Maggini, Stefano Melacci, Lorenzo Sarti:
Learning Similarity Measures from Pairwise Constraints with Neural Networks. ICANN (2) 2008: 81-90
[c41]
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Leonardo Rigutini, Tiziano Papini, Marco Maggini, Monica Bianchini:
A Neural Network Approach for Learning Object Ranking. ICANN (2) 2008: 899-908
[c40]
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Leonardo Rigutini, Michelangelo Diligenti, Marco Maggini, Marco Gori:
A Fully Automatic Crossword Generator. ICMLA 2008: 362-367
2007
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Marco Maggini, Stefano Melacci, Lorenzo Sarti:
Representation of Facial Features by Catmull-Rom Splines. CAIP 2007: 408-415
2006
[c38]
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Leonardo Rigutini, Ernesto Di Iorio, Marco Ernandes, Marco Maggini:
Automatic Term Categorization by Extracting Knowledge from the Web. ECAI 2006: 531-535
[c37]
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Isaac G. Councill, C. Lee Giles, Ernesto Di Iorio, Marco Gori, Marco Maggini, Augusto Pucci:
Towards Next Generation CiteSeer: A Flexible Architecture for Digital Library Deployment. ECDL 2006: 111-122
[c36]
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Monica Bianchini, Ernesto Di Iorio, Marco Maggini, Chiara Mocenni, Augusto Pucci:
A Cyclostationary Neural Network model for the prediction of the NO2 concentration. ESANN 2006: 67-72
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Leonardo Rigutini, Ernesto Di Iorio, Marco Ernandes, Marco Maggini:
Semantic Labeling of Data by Using the Web. IAT Workshops 2006: 638-641
[c34]
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Monica Bianchini, Marco Maggini, Lorenzo Sarti:
Object Localization Using Input/Output Recursive Neural Networks. ICPR (3) 2006: 95-98
[c33]
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Vincenzo Di Massa, Gabriele Monfardini, Lorenzo Sarti, Franco Scarselli, Marco Maggini, Marco Gori:
A Comparison between Recursive Neural Networks and Graph Neural Networks. IJCNN 2006: 778-785
[c32]
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Augusto Pucci, Marco Gori, Marco Maggini:
A Random-Walk Based Scoring Algorithm Applied to Recommender Engines. WEBKDD 2006: 127-146
[c31]
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Filippo Geraci, Marco Pellegrini, Marco Maggini, Fabrizio Sebastiani:
Cluster Generation and Cluster Labelling for Web Snippets: A Fast and Accurate Hierarchical Solution. SPIRE 2006: 25-36
[c30]
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Monica Bianchini, Marco Maggini, Lorenzo Sarti:
Object Recognition Using Multiresolution Trees. SSPR/SPR 2006: 331-339
2005
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Marco Gori, Marco Maggini, Lorenzo Sarti:
The RW2 Algorithm for Exact Graph Matching. ICAPR (1) 2005: 81-88
[c28]
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Michelangelo Diligenti, Marco Gori, Marco Maggini:
Learning Web Page Scores by Error Back-Propagation. IJCAI 2005: 684-689
[c27]
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Leonardo Rigutini, Marco Maggini:
A Semi-Supervised Document Clustering Algorithm Based on EM. Web Intelligence 2005: 200-206
[c26]
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Leonardo Rigutini, Marco Maggini, Bing Liu:
An EM Based Training Algorithm for Cross-Language Text Categorization. Web Intelligence 2005: 529-535
[c25]
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Franco Scarselli, Sweah Liang Yong, Marco Gori, Markus Hagenbuchner, Ah Chung Tsoi, Marco Maggini:
Graph Neural Networks for Ranking Web Pages. Web Intelligence 2005: 666-672
2004
[c24]
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Monica Bianchini, Marco Maggini, Lorenzo Sarti, Franco Scarselli:
Recursive networks for processing graphs with labelled edges. ESANN 2004: 325-330
[c23]
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Marco Gori, Marco Maggini, Lorenzo Sarti:
Graph matching using Random Walks. ICPR (3) 2004: 394-397
[c22]
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Marco Maggini, Leonardo Rigutini, Marco Turchi:
Pseudo-Supervised Clustering for Text Documents. Web Intelligence 2004: 363-369
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Nicola Baldini, Marco Gori, Marco Maggini:
MumbleSearch Extraction of High Quality Web information for SME. Web Intelligence 2004: 757-760
[c20]
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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
[c19]
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Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli, Ah Chung Tsoi:
An introduction to learning in web domains. ESANN 2003: 1-8
[c18]
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Michelangelo Diligenti, Marco Gori, Marco Maggini:
A Learning Algorithm for Web Page Scoring Systems. IJCAI 2003: 575-580
[c17]
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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
[c16]
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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
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Ah Chung Tsoi, Gianni Morini, Franco Scarselli, Markus Hagenbuchner, Marco Maggini:
Adaptive ranking of web pages. WWW 2003: 356-365
2002
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Michelangelo Diligenti, Marco Gori, Marco Maggini:
Web page scoring systems for horizontal and vertical search. WWW 2002: 508-516
2001
[c13]
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Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli:
Searching the Web: learning based techniques. ESANN 2001: 257-264
[c12]
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Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli:
Classification of HTML Documents by Hidden Tree-Markov Models. ICDAR 2001: 849-853
[c11]
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Ciro de Mauro, Marco Gori, Marco Maggini:
APEX An Adaptive Visual Information Retrieval System. ICDAR 2001: 898-902
2000
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Marco Gori, Marco Maggini, Enrico Martinelli, Franco Scarselli:
Learning User Profiles in NAUTILUS. AH 2000: 323-326
1999
[c9]
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Mikel L. Forcada, Antonio M. Corbí-Bellot, Marco Gori, Marco Maggini:
Neural learning of approximate simple regular languages. ESANN 1999: 57-62
[c8]
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Ciro de Mauro, Marco Gori, Marco Maggini, Enrico Martinelli:
A Voice Device with an Application-Adapted Protocol for Microsoft Windows. ICMCS, Vol. 2 1999: 1015-1016
[c7]
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Christoph Goller, Marco Gori, Marco Maggini:
Feature extraction from data structures with unsupervised recursive neural networks. IJCNN 1999: 1121-1126
[c6]
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Mikel L. Forcada, Antonio M. Corbí-Bellot, Marco Gori, Marco Maggini:
Recurrent neural networks can learn simple, approximate regular languages. IJCNN 1999: 1527-1532
1997
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Paolo Frasconi, Marco Gori, Marco Maggini, Enrico Martinelli, Giovanni Soda:
Inductive Inference of Tree Automata by Recursive Neural Networks. AI*IA 1997: 36-47
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Marco Maggini:
Recursive Neural Networks and Automata. Summer School on Neural Networks 1997: 248-295
1996
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Majd F. Sakr, C. Lee Giles, Steven P. Levitan, Bill G. Horne, Marco Maggini, Donald M. Chiarulli:
Online prediction of multiprocessor memory access patterns. ICNN 1996: 1564-1569
1994
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Marco Gori, Paolo Frasconi, Marco Maggini, Giovanni Soda:
Inductive Inference of Regular Grammars Using Recurrent Networks: A Critical Analysis. ICLP Workshop: Logic and Reasoning with Neural Networks 1994
1991
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Paolo Frasconi, Marco Gori, Marco Maggini, Giovanni Soda:
KL: A Neural Model for Capturing Structure in Speech. AI*IA 1991: 450-454

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2023
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Gabriele Ciravegna, Francesco Giannini, Pietro Barbiero, Marco Gori, Pietro Lio, Marco Maggini, Stefano Melacci:
Learning Logic Explanations by Neural Networks. Compendium of Neurosymbolic Artificial Intelligence 2023: 547-558
2021
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Michelangelo Diligenti, Francesco Giannini, Marco Gori, Marco Maggini, Giuseppe Marra:
A Constraint-Based Approach to Learning and Reasoning. Neuro-Symbolic Artificial Intelligence 2021: 192-213
2013
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Monica Bianchini, Marco Maggini:
Supervised Neural Network Models for Processing Graphs. Handbook on Neural Information Processing 2013: 67-96
2009
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Monica Bianchini, Marco Maggini, Franco Scarselli, Lakhmi C. Jain:
Advances in Neural Information Processing Paradigms. Innovations in Neural Information Paradigms and Applications 2009: 1-7

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2013
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Monica Bianchini, Marco Maggini, Lakhmi C. Jain:
Handbook on Neural Information Processing. Intelligent Systems Reference Library 49, Springer 2013, ISBN 978-3-642-36656-7 [contents]
2009
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Monica Bianchini, Marco Maggini, Franco Scarselli, Lakhmi C. Jain:
Innovations in Neural Information Paradigms and Applications. Studies in Computational Intelligence 247, Springer 2009, ISBN 978-3-642-04002-3 [contents]

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2024
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Achille Globo, Antonio Trevisi, Andrea Zugarini, Leonardo Rigutini, Marco Maggini, Stefano Melacci:
Neural paraphrasing by automatically crawled and aligned sentence pairs. CoRR abs/2402.10558 (2024)
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Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini:
Multitask Kernel-based Learning with Logic Constraints. CoRR abs/2402.10617 (2024)
[i31]
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Andrea Zugarini, Kamyar Zeinalipour, Surya Sai Kadali, Marco Maggini, Marco Gori, Leonardo Rigutini:
Clue-Instruct: Text-Based Clue Generation for Educational Crossword Puzzles. CoRR abs/2404.06186 (2024)
[i30]
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Kamyar Zeinalipour, Yusuf Gökberk Keptig, Marco Maggini, Leonardo Rigutini, Marco Gori:
A Turkish Educational Crossword Puzzle Generator. CoRR abs/2405.07035 (2024)
[i29]
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Kamyar Zeinalipour, Yusuf Gökberk Keptig, Marco Maggini, Marco Gori:
Automating Turkish Educational Quiz Generation Using Large Language Models. CoRR abs/2406.03397 (2024)
[i28]
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Andrew Zamai, Andrea Zugarini, Leonardo Rigutini, Marco Ernandes, Marco Maggini:
Show Less, Instruct More: Enriching Prompts with Definitions and Guidelines for Zero-Shot NER. CoRR abs/2407.01272 (2024)
[i27]
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Kamyar Zeinalipour, Neda Jamshidi, Monica Bianchini, Marco Maggini, Marco Gori:
Design Proteins Using Large Language Models: Enhancements and Comparative Analyses. CoRR abs/2408.06396 (2024)
[i26]
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Andrew Zamai, Leonardo Rigutini, Marco Maggini, Andrea Zugarini:
SLIMER-IT: Zero-Shot NER on Italian Language. CoRR abs/2409.15933 (2024)
2023
[i25]
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Leonardo Rigutini, Tiziano Papini, Marco Maggini, Franco Scarselli:
SortNet: Learning To Rank By a Neural-Based Sorting Algorithm. CoRR abs/2311.01864 (2023)
[i24]
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Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini:
Multitask Kernel-based Learning with First-Order Logic Constraints. CoRR abs/2311.03340 (2023)
[i23]
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Kamyar Zeinalipour, Tommaso Iaquinta, Asya Zanollo, Giovanni Angelini, Leonardo Rigutini, Marco Maggini, Marco Gori:
Italian Crossword Generator: Enhancing Education through Interactive Word Puzzles. CoRR abs/2311.15723 (2023)
[i22]
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Kamyar Zeinalipour, Mohamed Zaky Saad, Marco Maggini, Marco Gori:
ArabIcros: AI-Powered Arabic Crossword Puzzle Generation for Educational Applications. CoRR abs/2312.01339 (2023)
2021
[i21]
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Andrea Zugarini, Luca Pasqualini, Stefano Melacci, Marco Maggini:
Generate and Revise: Reinforcement Learning in Neural Poetry. CoRR abs/2102.04114 (2021)
[i20]
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Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini, Marco Maggini:
Learning Representations for Sub-Symbolic Reasoning. CoRR abs/2106.00393 (2021)
[i19]
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Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini, Marco Gori, Pietro Lió, Marco Maggini, Stefano Melacci:
Logic Explained Networks. CoRR abs/2108.05149 (2021)
2020
[i18]
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Giuseppe Marra, Michelangelo Diligenti, Francesco Giannini, Marco Gori, Marco Maggini:
Relational Neural Machines. CoRR abs/2002.02193 (2020)
[i17]
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Matteo Tiezzi, Giuseppe Marra, Stefano Melacci, Marco Maggini, Marco Gori:
A Lagrangian Approach to Information Propagation in Graph Neural Networks. CoRR abs/2002.07684 (2020)
[i16]
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Giuseppe Marra, Matteo Tiezzi, Stefano Melacci, Alessandro Betti, Marco Maggini, Marco Gori:
Local Propagation in Constraint-based Neural Network. CoRR abs/2002.07720 (2020)
[i15]
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Matteo Tiezzi, Giuseppe Marra, Stefano Melacci, Marco Maggini:
Deep Lagrangian Constraint-based Propagation in Graph Neural Networks. CoRR abs/2005.02392 (2020)
[i14]
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Matteo Tiezzi, Stefano Melacci, Alessandro Betti, Marco Maggini, Marco Gori:
Focus of Attention Improves Information Transfer in Visual Features. CoRR abs/2006.09229 (2020)
[i13]
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Andrea Zugarini, Matteo Tiezzi, Marco Maggini:
Vulgaris: Analysis of a Corpus for Middle-Age Varieties of Italian Language. CoRR abs/2010.05993 (2020)
2019
[i12]
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Francesco Giannini, Giuseppe Marra, Michelangelo Diligenti, Marco Maggini, Marco Gori:
On the relation between Loss Functions and T-Norms. CoRR abs/1907.07904 (2019)
[i11]
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  - journals/corr/abs-1907-11468
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Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Maggini, Marco Gori:
Learning and T-Norms Theory. CoRR abs/1907.11468 (2019)
[i10]
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Giuseppe Marra, Andrea Zugarini, Stefano Melacci, Marco Maggini:
An Unsupervised Character-Aware Neural Approach to Word and Context Representation Learning. CoRR abs/1908.01819 (2019)
[i9]
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Andrea Zugarini, Stefano Melacci, Marco Maggini:
Neural Poetry: Learning to Generate Poems using Syllables. CoRR abs/1908.08861 (2019)
[i8]
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  - journals/corr/abs-1909-00216
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Francesco Giannini, Marco Maggini:
Conditions for Unnecessary Logical Constraints in Kernel Machines. CoRR abs/1909.00216 (2019)
[i7]
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  - journals/corr/abs-1909-05367
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Marco Maggini, Giuseppe Marra, Stefano Melacci, Andrea Zugarini:
Learning in Text Streams: Discovery and Disambiguation of Entity and Relation Instances. CoRR abs/1909.05367 (2019)
[i6]
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Matteo Tiezzi, Stefano Melacci, Marco Maggini, Angelo Frosini:
Video Surveillance of Highway Traffic Events by Deep Learning Architectures. CoRR abs/1909.12235 (2019)
2018
[i5]
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  - journals/corr/abs-1809-06778
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Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini:
On a Convex Logic Fragment for Learning and Reasoning. CoRR abs/1809.06778 (2018)
2017
[i4]
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Marco Gori, Marco Maggini, Alessandro Rossi:
Collapsing of dimensionality. CoRR abs/1701.00831 (2017)
[i3]
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Marco Gori, Marco Maggini, Alessandro Rossi:
The principle of cognitive action - Preliminary experimental analysis. CoRR abs/1701.02377 (2017)
[i2]
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Mauro Barni, Luca Bondi, Nicolò Bonettini, Paolo Bestagini, Andrea Costanzo, Marco Maggini, Benedetta Tondi, Stefano Tubaro:
Aligned and Non-Aligned Double JPEG Detection Using Convolutional Neural Networks. CoRR abs/1708.00930 (2017)
2014
[i1]
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Marco Gori, Marco Lippi, Marco Maggini, Stefano Melacci:
Learning to see like children: proof of concept. CoRR abs/1408.2478 (2014)

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