Marco Maggini

Leonardo Rigutini, Michelangelo Diligenti, Marco Maggini, Marco Gori: Automatic Generation of Crossword Puzzles. International Journal on Artificial Intelligence Tools 21(3) (2012)

Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini: Bridging logic and kernel machines. Machine Learning 86(1): 57-88 (2012)

Marco Maggini, Stefano Melacci, Lorenzo Sarti: Learning from pairwise constraints by Similarity Neural Networks. Neural Networks 26: 141-158 (2012)

Marco Gori, Stefano Melacci, Marco Lippi, Marco Maggini: Information Theoretic Learning for Pixel-Based Visual Agents. ECCV (6) 2012: 864-875

Michelangelo Diligenti, Marco Gori, Marco Maggini: A unified representation of web logs for mining applications. Inf. Retr. 14(3): 215-236 (2011)

Leonardo Rigutini, Tiziano Papini, Marco Maggini, Franco Scarselli: SortNet: Learning to Rank by a Neural Preference Function. IEEE Transactions on Neural Networks 22(9): 1368-1380 (2011)

Michelangelo Diligenti, Marco Gori, Marco Maggini: Learning to Tag Text from Rules and Examples. AI*IA 2011: 45-56

Filippo Geraci, Marco Maggini: A Multi-sequence Alignment Algorithm for Web Template Detection. KDIR 2011: 121-128

Claudio Saccà, Michelangelo Diligenti, Marco Gori, Marco Maggini: Learning to Tag from Logic Constraints in Hyperlinked Environments. ICMLA (2) 2011: 251-256

Stefano Melacci, Lorenzo Sarti, Marco Maggini, Marco Gori: A template-based approach to automatic face enhancement. Pattern Anal. Appl. 13(3): 289-300 (2010)

Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini: Multitask Kernel-based Learning with Logic Constraints. ECAI 2010: 433-438

Marco Maggini, Tiziano Papini: Multitask Semi-supervised Learning with Constraints and Constraint Exceptions. ICANN (3) 2010: 218-227

Monica Bianchini, Marco Maggini, Franco Scarselli, Lakhmi C. Jain (Eds.): Innovations in Neural Information Paradigms and Applications. Studies in Computational Intelligence 247, Springer 2009, isbn 978-3-642-04002-3

Stefano Melacci, Marco Maggini, Marco Gori: Semi-supervised Learning with Constraints for Multi-view Object Recognition. ICANN (2) 2009: 653-662

Stefano Melacci, Marco Maggini, Lorenzo Sarti: Semi-supervised clustering using similarity neural networks. IJCNN 2009: 2065-2072

Michelangelo Diligenti, Marco Gori, Marco Maggini: Users, Queries and Documents: A Unified Representation for Web Mining. Web Intelligence 2009: 238-244

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

Monica Bianchini, Ernesto Di Iorio, Marco Maggini, Augusto Pucci: Cyclostationary Neural Networks for Air Pollutant Concentration Prediction. ANNPR 2008: 101-112

Stefano Melacci, Lorenzo Sarti, Marco Maggini, Monica Bianchini: A Neural Network Approach to Similarity Learning. ANNPR 2008: 133-136

I. Castelli, Marco Maggini, Stefano Melacci, Lorenzo Sarti: Auto Associative Neural Network based Active Shape Models. FG 2008: 1-6

Marco Maggini, Stefano Melacci, Lorenzo Sarti: Learning Similarity Measures from Pairwise Constraints with Neural Networks. ICANN (2) 2008: 81-90

Leonardo Rigutini, Tiziano Papini, Marco Maggini, Monica Bianchini: A Neural Network Approach for Learning Object Ranking. ICANN (2) 2008: 899-908

Leonardo Rigutini, Michelangelo Diligenti, Marco Maggini, Marco Gori: A Fully Automatic Crossword Generator. ICMLA 2008: 362-367

Filippo Geraci, Marco Pellegrini, Marco Maggini, Fabrizio Sebastiani: Cluster Generation and Labeling for Web Snippets: A Fast, Accurate Hierarchical Solution. Internet Mathematics 3(4): 413-443 (2007)

Marco Maggini, Stefano Melacci, Lorenzo Sarti: Representation of Facial Features by Catmull-Rom Splines. CAIP 2007: 408-415

Leonardo Rigutini, Ernesto Di Iorio, Marco Ernandes, Marco Maggini: Automatic Term Categorization by Extracting Knowledge from the Web. ECAI 2006: 531-535

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

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

Leonardo Rigutini, Ernesto Di Iorio, Marco Ernandes, Marco Maggini: Semantic Labeling of Data by Using the Web. IAT Workshops 2006: 638-641

Monica Bianchini, Marco Maggini, Lorenzo Sarti: Object Localization Using Input/Output Recursive Neural Networks. ICPR (3) 2006: 95-98

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

Augusto Pucci, Marco Gori, Marco Maggini: A Random-Walk Based Scoring Algorithm Applied to Recommender Engines. WEBKDD 2006: 127-146

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

Monica Bianchini, Marco Maggini, Lorenzo Sarti: Object Recognition Using Multiresolution Trees. SSPR/SPR 2006: 331-339

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)

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)

Monica Bianchini, Marco Maggini, Lorenzo Sarti, Franco Scarselli: Recursive neural networks learn to localize faces. Pattern Recognition Letters 26(12): 1885-1895 (2005)

Marco Gori, Marco Maggini, Lorenzo Sarti: The RW2 Algorithm for Exact Graph Matching. ICAPR (1) 2005: 81-88

Michelangelo Diligenti, Marco Gori, Marco Maggini: Learning Web Page Scores by Error Back-Propagation. IJCAI 2005: 684-689

Leonardo Rigutini, Marco Maggini: A Semi-Supervised Document Clustering Algorithm Based on EM. Web Intelligence 2005: 200-206

Leonardo Rigutini, Marco Maggini, Bing Liu: An EM Based Training Algorithm for Cross-Language Text Categorization. Web Intelligence 2005: 529-535

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

Michelangelo Diligenti, Marco Gori, Marco Maggini: Neural computation, social networks, and topological spectra. Theor. Comput. Sci. 320(1): 71-87 (2004)

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)

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)

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)

Monica Bianchini, Marco Maggini, Lorenzo Sarti, Franco Scarselli: Recursive networks for processing graphs with labelled edges. ESANN 2004: 325-330

Marco Gori, Marco Maggini, Lorenzo Sarti: Graph matching using Random Walks. ICPR (3) 2004: 394-397

Marco Maggini, Leonardo Rigutini, Marco Turchi: Pseudo-Supervised Clustering for Text Documents. Web Intelligence 2004: 363-369

Nicola Baldini, Marco Gori, Marco Maggini: MumbleSearch Extraction of High Quality Web information for SME. Web Intelligence 2004: 757-760

Michelangelo Diligenti, Marco Maggini, Filippo Maria Pucci, Franco Scarselli: Design of a crawler with bounded bandwidth. WWW (Alternate Track Papers & Posters) 2004: 292-293

Marco Gori, Marco Maggini, Simone Marinai, Jianqing Sheng, Giovanni Soda: Edge-backpropagation for noisy logo recognition. Pattern Recognition 36(1): 103-110 (2003)

Ciro de Mauro, Michelangelo Diligenti, Marco Gori, Marco Maggini: Similarity learning for graph-based image representations. Pattern Recognition Letters 24(8): 1115-1122 (2003)

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)

Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli, Ah Chung Tsoi: An introduction to learning in web domains. ESANN 2003: 1-8

Michelangelo Diligenti, Marco Gori, Marco Maggini: A Learning Algorithm for Web Page Scoring Systems. IJCAI 2003: 575-580

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

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

Ah Chung Tsoi, Gianni Morini, Franco Scarselli, Markus Hagenbuchner, Marco Maggini: Adaptive ranking of web pages. WWW 2003: 356-365

Michelangelo Diligenti, Marco Gori, Marco Maggini: Web page scoring systems for horizontal and vertical search. WWW 2002: 508-516

Michelangelo Diligenti, Marco Gori, Marco Maggini, Enrico Martinelli: Adaptive graphical pattern recognition for the classification of company logos. Pattern Recognition 34(10): 2049-2061 (2001)

Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli: Searching the Web: learning based techniques. ESANN 2001: 257-264

Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli: Classification of HTML Documents by Hidden Tree-Markov Models. ICDAR 2001: 849-853

Ciro de Mauro, Marco Gori, Marco Maggini: APEX An Adaptive Visual Information Retrieval System. ICDAR 2001: 898-902

Marco Gori, Marco Maggini, Enrico Martinelli, Franco Scarselli: Learning User Profiles in NAUTILUS. AH 2000: 323-326

Mikel L. Forcada, Antonio M. Corbí-Bellot, Marco Gori, Marco Maggini: Neural learning of approximate simple regular languages. ESANN 1999: 57-62

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

Marco Gori, Marco Maggini, Enrico Martinelli, Giovanni Soda: Inductive inference from noisy examples using the hybrid finite state filter. IEEE Transactions on Neural Networks 9(3): 571-575 (1998)

Monica Bianchini, Stefano Fanelli, Marco Gori, Marco Maggini: Terminal attractor algorithms: A critical analysis. Neurocomputing 15(1): 3-13 (1997)

Paolo Frasconi, Marco Gori, Marco Maggini, Enrico Martinelli, Giovanni Soda: Inductive Inference of Tree Automata by Recursive Neural Networks. AI*IA 1997: 36-47

Marco Maggini: Recursive Neural Networks and Automata. Summer School on Neural Networks 1997: 248-295

Paolo Frasconi, Marco Gori, Marco Maggini, Giovanni Soda: Representation of Finite State Automata in Recurrent Radial Basis Function Networks. Machine Learning 23(1): 5-32 (1996)

Marco Gori, Marco Maggini: Optimal convergence of on-line backpropagation. IEEE Trans. Neural Netw. Learning Syst. 7(1): 251-254 (1996)

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)

Paolo Frasconi, Marco Gori, Marco Maggini, Giovanni Soda: KL: A Neural Model for Capturing Structure in Speech. AI*IA 1991: 450-454