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Semantic ScholarFranco Scarselli
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2020 – today
- 2020
[j19]Paolo Andreini, Simone Bonechi
, Monica Bianchini, Alessandro Mecocci, Franco Scarselli:
Image generation by GAN and style transfer for agar plate image segmentation. Comput. Methods Programs Biomed. 184: 105268 (2020)- [c42]Martina Monaci, Niccolò Pancino, Paolo Andreini, Simone Bonechi, Pietro Bongini, Alberto Rossi, Giorgio Ciano, Giorgia Giacomini, Franco Scarselli, Monica Bianchini:
Deep Learning Techniques for Dragonfly Action Recognition. ICPRAM 2020: 562-569 - [i4]Alberto Rossi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi:
Embedding of FRPN in CNN architecture. CoRR abs/2001.05851 (2020)
2010 – 2019
- 2019
- [c41]Simone Bonechi, Paolo Andreini, Monica Bianchini, Franco Scarselli:
COCO_TS Dataset: Pixel-Level Annotations Based on Weak Supervision for Scene Text Segmentation. ICANN (3) 2019: 238-250 - [c40]Alberto Rossi, Gioele Vannuccini, Paolo Andreini, Simone Bonechi, Giorgia Giacomini, Franco Scarselli, Monica Bianchini:
Analysis of brain NMR images for age estimation with deep learning. KES 2019: 981-989 - [i3]Simone Bonechi, Paolo Andreini, Monica Bianchini, Franco Scarselli:
COCO_TS Dataset: Pixel-level Annotations Based on Weak Supervision for Scene Text Segmentation. CoRR abs/1904.00818 (2019) - [i2]Paolo Andreini, Simone Bonechi, Monica Bianchini, Alessandro Mecocci, Franco Scarselli, Andrea Sodi:
A Two Stage GAN for High Resolution Retinal Image Generation and Segmentation. CoRR abs/1907.12296 (2019) - [i1]Simone Bonechi, Paolo Andreini, Monica Bianchini, Franco Scarselli:
Weak Supervision for Generating Pixel-Level Annotations in Scene Text Segmentation. CoRR abs/1911.09026 (2019) - 2018
- [j18]Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchner:
The Vapnik-Chervonenkis dimension of graph and recursive neural networks. Neural Networks 108: 248-259 (2018) - [c39]Simone Bonechi, Paolo Andreini, Monica Bianchini, Franco Scarselli:
Generating Bounding Box Supervision for Semantic Segmentation with Deep Learning. ANNPR 2018: 190-200 - [c38]Alberto Rossi, Matteo Tiezzi, Giovanna Maria Dimitri, Monica Bianchini, Marco Maggini, Franco Scarselli:
Inductive-Transductive Learning with Graph Neural Networks. ANNPR 2018: 201-212 - [c37]Paolo Andreini, Simone Bonechi, Monica Bianchini, Alessandro Mecocci, Franco Scarselli:
A Deep Learning Approach to Bacterial Colony Segmentation. ICANN (3) 2018: 522-533 - 2017
- [c36]Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli, Shujia Zhang:
A fully recursive perceptron network architecture. SSCI 2017: 1-8 - 2016
- [c35]Monica Bianchini, Anas Belahcen, Franco Scarselli:
A Comparative Study of Inductive and Transductive Learning with Feedforward Neural Networks. AI*IA 2016: 283-293 - 2014
- [j17]Monica Bianchini, Franco Scarselli:
On the Complexity of Neural Network Classifiers: A Comparison Between Shallow and Deep Architectures. IEEE Trans. Neural Networks Learn. Syst. 25(8): 1553-1565 (2014) - [c34]Monica Bianchini, Franco Scarselli:
On the complexity of shallow and deep neural network classifiers. ESANN 2014 - 2013
- [j16]Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchner, Lucia Di Noi:
Solving graph data issues using a layered architecture approach with applications to web spam detection. Neural Networks 48: 78-90 (2013) - 2011
- [j15]Werner Uwents, Gabriele Monfardini, Hendrik Blockeel, Marco Gori, Franco Scarselli:
Neural networks for relational learning: an experimental comparison. Mach. Learn. 82(3): 315-349 (2011) - [j14]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
- [c33]Donatella Muratore, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi:
Sentence Extraction by Graph Neural Networks. ICANN (3) 2010: 237-246 - [c32]Lucia Di Noi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi:
Web Spam Detection by Probability Mapping GraphSOMs and Graph Neural Networks. ICANN (2) 2010: 372-381 - [c31]Niccoló Bandinelli, Monica Bianchini, Franco Scarselli:
Learning long-term dependencies using layered graph neural networks. IJCNN 2010: 1-8
2000 – 2009
- 2009
- [j13]Monica Bianchini, Franco Scarselli:
Pattern recognition in graphical domains. Neurocomputing 73(1-3): 177-178 (2009) - [j12]Franco Scarselli, Marco Gori, Ah Chung Tsoi, Markus Hagenbuchner, Gabriele Monfardini:
The Graph Neural Network Model. IEEE Trans. Neural Networks 20(1): 61-80 (2009) - [j11]Franco Scarselli, Marco Gori, Ah Chung Tsoi, Markus Hagenbuchner, Gabriele Monfardini:
Computational Capabilities of Graph Neural Networks. IEEE Trans. Neural Networks 20(1): 81-102 (2009) - [c30]Shujia Zhang, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi:
Supervised Encoding of Graph-of-Graphs for Classification and Regression Problems. INEX 2009: 449-461 - [p2]Monica Bianchini, Franco Scarselli:
Artificial Neural Networks for Processing Graphs with Application to Image Understanding: A Survey. Multimedia Techniques for Device and Ambient Intelligence 2009: 179-199 - [p1]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 - [e1]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] - 2007
- [c29]Marco Ernandes, Giovanni Angelini, Marco Gori, Leonardo Rigutini, Franco Scarselli:
An Adaptive Context-Based Algorithm for Term Weighting: Application to Single-Word Question Answering. IJCAI 2007: 2748-2753 - 2006
- [j10]Monica Bianchini, Marco Gori, Lorenzo Sarti, Franco Scarselli:
Recursive processing of cyclic graphs. IEEE Trans. Neural Networks 17(1): 10-18 (2006) - [j9]Ah Chung Tsoi, Markus Hagenbuchner, Franco Scarselli:
Computing customized page ranks. ACM Trans. Internet Techn. 6(4): 381-414 (2006) - [c28]Gabriele Monfardini, Vincenzo Di Massa, Franco Scarselli, Marco Gori:
Graph Neural Networks for Object Localization. ECAI 2006: 665- - [c27]Marco Ernandes, Giovanni Angelini, Marco Gori, Leonardo Rigutini, Franco Scarselli:
Adaptive Context-Based Term (Re)Weighting: An Experiment on Single-Word Question Answering. ECAI 2006: 819-820 - [c26]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 - [c25]Francesca Trentini, Markus Hagenbuchner, Alessandro Sperduti, Franco Scarselli:
A Self-Organising Map Approach for Clustering of XML Documents. IJCNN 2006: 1805-1812 - [c24]Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli, Marco Gori:
Document Mining Using Graph Neural Network. INEX 2006: 458-472 - [c23]Milly Kc, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli, Alessandro Sperduti, Marco Gori:
XML Document Mining Using Contextual Self-organizing Maps for Structures. INEX 2006: 510-524 - 2005
- [j8]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) - [j7]Monica Bianchini, Marco Maggini, Lorenzo Sarti, Franco Scarselli:
Recursive neural networks learn to localize faces. Pattern Recognit. Lett. 26(12): 1885-1895 (2005) - [j6]Monica Bianchini, Marco Gori, Franco Scarselli:
Inside PageRank. ACM Trans. Internet Techn. 5(1): 92-128 (2005) - [c22]Ah Chung Tsoi, Franco Scarselli, Marco Gori, Markus Hagenbuchner, Sweah Liang Yong:
A Neural Network Approach to Web Graph Processing. APWeb 2005: 27-38 - [c21]Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi, Francesca Trentini, Franco Scarselli, Marco Gori:
Clustering XML Documents Using Self-organizing Maps for Structures. INEX 2005: 481-496 - [c20]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 - [c19]Monica Bianchini, Marco Gori, Lorenzo Sarti, Franco Scarselli:
Recursive Neural Networks and Graphs: Dealing with Cycles. WIRN/NAIS 2005: 38-43 - [c18]Franco Scarselli, Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi:
Adaptive page ranking with neural networks. WWW (Special interest tracks and posters) 2005: 936-937 - 2004
- [c17]Monica Bianchini, Marco Maggini, Lorenzo Sarti, Franco Scarselli:
Recursive networks for processing graphs with labelled edges. ESANN 2004: 325-330 - [c16]Franco Scarselli, Ah Chung Tsoi, Marco Gori, Markus Hagenbuchner:
Graphical-Based Learning Environments for Pattern Recognition. SSPR/SPR 2004: 42-56 - [c15]Michelangelo Diligenti, Marco Maggini, Filippo Maria Pucci, Franco Scarselli:
Design of a crawler with bounded bandwidth. WWW (Alternate Track Papers & Posters) 2004: 292-293 - [c14]Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchner:
Computing personalized pageranks. WWW (Alternate Track Papers & Posters) 2004: 382-383 - 2003
- [j5]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) - [c13]Monica Bianchini, Marco Gori, Lorenzo Sarti, Franco Scarselli:
BackPropagation through Cyclic Structures. AI*IA 2003: 118-129 - [c12]Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli, Ah Chung Tsoi:
An introduction to learning in web domains. ESANN 2003: 1-8 - [c11]Monica Bianchini, Marco Gori, Franco Scarselli:
PageRank and Web Communities. Web Intelligence 2003: 365-371 - [c10]Monica Bianchini, Marco Gori, Paolo Mazzoni, Lorenzo Sarti, Franco Scarselli:
Face Localization with Recursive Neural Networks. WIRN 2003: 99-105 - [c9]Ah Chung Tsoi, Daniele Frosali, Marco Gori, Markus Hagenbuchner, Franco Scarselli:
A Simple Focused Crawler. WWW (Posters) 2003 - [c8]Ah Chung Tsoi, Gianni Morini, Franco Scarselli, Markus Hagenbuchner, Marco Maggini:
Adaptive ranking of web pages. WWW 2003: 356-365 - 2001
- [j4]Monica Bianchini, Marco Gori, Franco Scarselli:
Processing directed acyclic graphs with recursive neural networks. IEEE Trans. Neural Networks 12(6): 1464-1470 (2001) - [c7]Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli:
Searching the Web: learning based techniques. ESANN 2001: 257-264 - [c6]Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli:
Classification of HTML Documents by Hidden Tree-Markov Models. ICDAR 2001: 849-853 - [c5]Monica Bianchini, Marco Gori, Franco Scarselli:
Recursive Processing of Directed Acyclic Graphs. WIRN 2001: 96-101 - 2000
- [c4]Marco Gori, Marco Maggini, Enrico Martinelli, Franco Scarselli:
Learning User Profiles in NAUTILUS. AH 2000: 323-326 - [c3]Monica Bianchini, Marco Gori, Franco Scarselli:
Computational capabilities of linear recursive networks. KES 2000: 462-465
1990 – 1999
- 1999
- [c2]Patrizia Bonaventura, Marco Gori, Franco Scarselli, Pierluigi Salza, Jianqing Sheng:
A connectionist-based model for predicting the linguistic origin of surnames. IJCNN 1999: 3040-3045 - 1998
- [j3]Franco Scarselli, Ah Chung Tsoi:
Universal Approximation Using Feedforward Neural Networks: A Survey of Some Existing Methods, and Some New Results. Neural Networks 11(1): 15-37 (1998) - [j2]Marco Gori, Franco Scarselli:
Are Multilayer Perceptrons Adequate for Pattern Recognition and Verification? IEEE Trans. Pattern Anal. Mach. Intell. 20(11): 1121-1132 (1998) - [j1]Marco Gori, Franco Scarselli, Ah Chung Tsoi:
On the closure of the set of functions that can be realized by a given multilayer perceptron. IEEE Trans. Neural Networks 9(6): 1086-1098 (1998) - 1996
- [c1]Marco Gori, Franco Scarselli, Ah Chung Tsoi:
Which classes of functions can a given multilayer perceptron approximate? ICNN 1996: 2226-2231
Coauthor Index
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