Sebastiano VASCON
- Position
- Associate Professor
- Telephone
- 041 234 8487
-
sebastiano.vascon@unive.it
- Scientific sector (SSD)
- Informatica [INFO-01/A]
- Website
-
www.unive.it/people/sebastiano.vascon (personal record)
https://www.sebastianovascon.it
- Office
-
Department of Environmental Sciences, Informatics and Statistics
Website: https://www.unive.it/dep.dais
Where: Campus scientifico via Torino
Room: office 514A (Alfa building, 5th floor)
Publications
| Year | Type | Publication |
|---|---|---|
| Year | Type | Publication |
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| 2024 | Journal Article |
Dal Barco, Maria Katherina; Maraschini, Margherita; Ferrario, Davide Mauro; Nguyen, Ngoc Diep; Torresan, Silvia; Vascon, Sebastiano; Critto, Andrea A machine learning approach to evaluate coastal risks related to extreme weather events in the Veneto region (Italy) in INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION, vol. 108 (ISSN 2212-4209) DOI - ARCA card: 10278/5075062 |
| 2024 | Journal Article |
Cinà, Antonio Emanuele; Grosse, Kathrin; Vascon, Sebastiano; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Pelillo, Marcello Backdoor learning curves: explaining backdoor poisoning beyond influence functions in INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, vol. n.d. (ISSN 1868-8071) DOI - ARCA card: 10278/5081962 |
| 2024 | Journal Article |
Kasem, Mahmoud; Abdallah, Abdelrahman; Berendeyev, Alexander; Elkady, Ebrahem; Mahmoud, Mohamed; Abdalla, Mahmoud; Hamada, Mohamed; Vascon, Sebastiano; Nurseitov, Daniyar; Taj-Eddin, Islam Deep Learning for Table Detection and Structure Recognition: A Survey in ACM COMPUTING SURVEYS, vol. nd (ISSN 0360-0300) DOI - ARCA card: 10278/5056680 |
| 2024 | Journal Article |
Ali, Waqar; Vascon, Sebastiano; Stadelmann, Thilo; Pelillo, Marcello Hierarchical glocal attention pooling for graph classification in PATTERN RECOGNITION LETTERS, vol. 10 (ISSN 0167-8655) DOI - ARCA card: 10278/5072521 |
| 2023 | Journal Article |
Maffezzoli, Niccolò; Cook, Eliza; van der Bilt, Willem G. M.; Støren, Eivind N.; Festi, Daniela; Muthreich, Florian; Seddon, Alistair W. R.; Burgay, François; Baccolo, Giovanni; Mygind, Amalie R. F.; Petersen, Troels; Spolaor, Andrea; Vascon, Sebastiano; Pelillo, Marcello; Ferretti, Patrizia; dos Reis, Rafael S.; Simões, Jefferson C.; Ronen, Yuval; Delmonte, Barbara; Viccaro, Marco; Steffensen, Jørgen Peder; Dahl-Jensen, Dorthe; Nisancioglu, Kerim H.; Barbante, Carlo Detection of ice core particles via deep neural networks in THE CRYOSPHERE, vol. 17, pp. 539-565 (ISSN 1994-0424) DOI - ARCA card: 10278/5014741 |
| 2023 | Journal Article |
Mohamed, Hebatallah A.; Pilutti, Diego; James, Stuart; Del Bue, Alessio; Pelillo, Marcello; Vascon, Sebastiano Locality-aware subgraphs for inductive link prediction in knowledge graphs in PATTERN RECOGNITION LETTERS, vol. 167, pp. 90-97 (ISSN 0167-8655) DOI - ARCA card: 10278/5014761 |
| 2023 | Journal Article |
Antonio Emanuele Cin??; Kathrin Grosse; Ambra Demontis; Sebastiano Vascon; Werner Zellinger; Bernhard A. Moser; Alina Oprea; Battista Biggio; Marcello Pelillo; Fabio Roli Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning in ACM COMPUTING SURVEYS, vol. 1 (ISSN 0360-0300) DOI - ARCA card: 10278/5021142 |
| 2023 | Article in Conference Proceedings |
Mohamed, Hebatallah A.; Vascon, Sebastiano; Hibraj, Feliks; James, Stuart; Pilutti, Diego; Del Bue, Alessio; Pelillo, Marcello Geolocation of Cultural Heritage Using Multi-view Knowledge Graph Embedding , Proceedings of the International Conference on Pattern Recognition, Springer, vol. 13645, pp. 142-154, Convegno: International Conference on Pattern Recognition (ISBN 978-3-031-37730-3; 978-3-031-37731-0) (ISSN 0302-9743) DOI - ARCA card: 10278/5034724 |
| 2023 | Article in Conference Proceedings |
Ali W.; Vascon S.; Stadelmann T.; Pelillo M. Quasi-CliquePool: Hierarchical Graph Pooling for Graph Classification , SAC '23: Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, ACM, pp. 544-552, Convegno: SAC '23: Symposium on Applied Computing (ISBN 9781450395175) DOI - ARCA card: 10278/5036152 |
| 2023 | Article in Conference Proceedings |
Ali Alagrami; Luca Palmieri; Sinem Aslan; Marcello Pelillo; Sebastiano Vascon Reassembling Broken Objects using Breaking Curves , IEEE Conference on Computer Vision and Pattern Recognition - Workshop, IEEE, Convegno: International Conference on Computer Vision and Pattern Recognition - Workshop - ARCA card: 10278/5034369 |
| 2023 | Article in Conference Proceedings |
A. Enayati, L. Palmieri, S. Vascon, M. Pelillo, S. Aslan Semantic Motif Segmentation of Archaeological Fresco Fragments , IEEE Proceedings of the International Conference on Computer Vision - Workshop E-Heritage, CVF, Convegno: International Conference on Computer Vision - ARCA card: 10278/5034713 |
| 2023 | Abstract in Atti di convegno |
Dal Barco, Maria Katherina; Ferrario, Davide Mauro; Maraschini, Margherita; Nguyen, Ngoc Diep; Harris, Remi; Gottardo, Stefania; Tosarin, Emma; Vascon, Sebastiano; Torresan, Silvia; Critto, Andrea A Machine Learning approach to support multi-risk assessment and climate adaptation planning in the Veneto region , EGU General Assembly, EGU, Convegno: EGU General Assembly 2023 DOI - ARCA card: 10278/5034367 |
| 2023 | Abstract in Atti di convegno |
Bianconi, Angelica; Furlan, Elisa; Simeoni, Christian; Pham, Vuong; Vascon, Sebastiano; Critto, Andrea; Marcomini, Antonio Evaluating the risk of cumulative impacts in the Mediterranean Sea using a Random Forest model , EGU General Assembly, EGU, Convegno: EGU General Assembly 2023 DOI - ARCA card: 10278/5034368 |
| 2023 | Working paper |
Antonio Emanuele Cinà; Kathrin Grosse; Ambra Demontis; Sebastiano Vascon; Werner Zellinger; Bernhard A. Moser; Alina Oprea; Battista Biggio; Marcello Pelillo; Fabio Roli Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning DOI - ARCA card: 10278/5004623 |
| 2022 | Journal Article |
Maffezzoli, N. and Cook, E. and van der Bilt, W. G. M. and St{\o}ren, E. W. N. and Festi, D. and Muthreich, F. and Seddon, A. W. R. and Burgay, F. and Baccolo, G. and Mygind, A. R. F. and Petersen, T. and Spolaor, A. and Vascon, S. and Pelillo, M. and Ferretti, P. and dos Reis, R. S. and Sim\~oes, J. C. and Ronen, Y. and Delmonte, B. and Viccaro, M. and Steffensen, J. P. and Dahl-Jensen, D. and Nisancioglu, K. H. and Barbante, C. Detection of ice core particles via deep neural networks in THE CRYOSPHERE DISCUSSIONS, vol. 2022, pp. 1-37 (ISSN 1994-0440) DOI - URL correlato - ARCA card: 10278/5008900 |
| 2022 | Journal Article |
Elezi, Ismail; Seidenschwarz, Jenny; Wagner, Laurin; Vascon, Sebastiano; Torcinovich, Alessandro; Pelillo, Marcello; Leal-Taixe, Laura The Group Loss++: A deeper look into group loss for deep metric learning in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. PP, pp. 1-1 (ISSN 0162-8828) DOI - ARCA card: 10278/5003334 |
| 2022 | Article in Conference Proceedings |
Brighenti C.; Cagnato R.; Farinati G.; Brighenti A.; Schena V.; Carletti A.; Pelillo M.; Vascon S.; Torcinovich A.; Cina Antonio; Gandini E. AIDA - Antennas diagnostics enhancement by combined use of AI and experts' knowledge , Proceedings of the International Astronautical Congress, IAC, International Astronautical Federation, vol. 2022, Convegno: 73rd International Astronautical Congress, IAC 2022, 2022 - ARCA card: 10278/5034364 |
| 2022 | Article in Conference Proceedings |
Khoroshiltseva M.; Traviglia A.; Pelillo M.; Vascon S. Relaxation Labeling Meets GANs: Solving Jigsaw Puzzles with Missing Borders , ICIAP 2022: Image Analysis and Processing – ICIAP 2022, Springer, vol. 13233 LNCS, pp. 27-38, Convegno: International Conference on Image Analysis and Processing (ISBN 978-3-031-06432-6; 978-3-031-06433-3) DOI - ARCA card: 10278/5003336 |
| 2022 | Abstract in Atti di convegno |
Bohleber, Pascal; Stoll, Nicolas; Delmonte, Barbara; Pelillo, Marcello; Roman, Marco; Siddiqi, Kaleem; Stenni, Barbara; Vascon, Sebastiano; Weikusat, Ilka; Barbante, Carlo Glacio-chemical signature of grain boundaries and insoluble particle aggregates in ice core 2D impurity imaging , EGU General Assembly, EGU, Convegno: EGU General Assembly 2022 DOI - ARCA card: 10278/5004829 |
| 2021 | Journal Article |
Bohleber, Pascal; Roman, Marco; Barbante, Carlo; Vascon, Sebastiano; Siddiqi, Kaleem; Pelillo, Marcello Ice Core Science Meets Computer Vision: Challenges and Perspectives in FRONTIERS IN COMPUTER SCIENCE, vol. 3 (ISSN 2624-9898) DOI - ARCA card: 10278/3741758 |
| 2021 | Article in Conference Proceedings |
Yamin, Muhammad Abubakar; Valsasina, Paola; Dayan, Michael; Vascon, Sebastiano; Tessadori, Jacopo; Filippi, Massimo; Murino, Vittorio; Rocca, Maria A.; Sona, Diego Encoding Brain Networks Through Geodesic Clustering of Functional Connectivity for Multiple Sclerosis Classification , 25th International Conference on Pattern Recognition (ICPR 2020), IEEE, Convegno: 25th International Conference on Pattern Recognition (ICPR 2020) DOI - ARCA card: 10278/3742807 |
| 2021 | Article in Conference Proceedings |
Cina A.E.; Vascon S.; Demontis A.; Biggio B.; Roli F.; Pelillo M. The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers? , Proceedings of the International Joint Conference on Neural Networks, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., vol. 2021-, pp. 1-8, Convegno: 2021 International Joint Conference on Neural Networks, IJCNN 2021, 2021 (ISBN 978-1-6654-3900-8) (ISSN 2161-4393) DOI - ARCA card: 10278/3750159 |
| 2021 | Article in Conference Proceedings |
Vascon Sebastiano , Aslan Sinem , Bigaglia Gianluca , Giudice Lorenzo , Pelillo Marcello Transductive Visual Verb Sense Disambiguation , 2021 IEEE Winter Conference on Applications of Computer Vision (WACV), IEEE, pp. 3049-3058, Convegno: Winter Conference on Applications of Computer Vision (WACV) DOI - ARCA card: 10278/3742803 |
| 2021 | Abstract in Atti di convegno |
Maffezzoli Niccolò and Storen Eivind and van der Bilt Willem and Cook Eliza and Festi Daniela and Seddon Alistair and Burgay Francois and Baccolo Giovanni and Spolaor Andrea and Vascon Sebastiano and Pelillo Marcello and Ferretti Patrizia and Delmonte Barbara and Steffensen Joergen Peder and Dahl-Jensen Dorthe and Nisancioglu Kerim and Barbante Carlo Autonomous detection of ice core particles via deep learning , AGU Fall Meeting Abstracts, ADS, vol. 2021, pp. 1026-1026, Convegno: AGU Fall Meeting 2021 - ARCA card: 10278/5004827 |
| 2021 | Abstract in Atti di convegno |
Bohleber, Pascal; Roman, Marco; Vascon, Sebastiano; Pelillo, Marcello; Barbante, Carlo Two-dimensional impurity imaging in polar ice cores sparks new demand for automated image analysis , 23rd EGU General Assembly, ADS, Convegno: 23rd EGU General Assembly DOI - ARCA card: 10278/5004828 |
| 2020 | Journal Article |
Denitto, M.; Bicego, M.; Farinelli, A.; Vascon, S.; Pelillo, M. Biclustering with Dominant Sets in PATTERN RECOGNITION, vol. N/D (ISSN 0031-3203) DOI - ARCA card: 10278/3724444 |
| 2020 | Journal Article |
Aslan S.; Vascon S.; Pelillo M. Two sides of the same coin: Improved ancient coin classification using Graph Transduction Games in PATTERN RECOGNITION LETTERS, vol. 131, pp. 158-165 (ISSN 0167-8655) DOI - URL correlato - ARCA card: 10278/3724442 |
| 2020 | Article in Conference Proceedings |
Ismail Elezi, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixé The Group Loss for Deep Metric Learning , Proceedings of the European Conference on Computer Vision 2020, Springer, Convegno: European Conference on Computer Vision DOI - ARCA card: 10278/3729010 |
| 2020 | Brevetto |
BRIGHENTI, Chiara; BRIGHENTI, Attilio; VASCON, Sebastiano; GIUDICE, Lorenzo; FARINATI, Giacomo Method For Determining An Optimal Naval Navigation Routes From Historical GNSS Data Of Naval Trajectories BREVETTO NUM. EP3739295A1 - ARCA card: 10278/5004831 |
| 2019 | Journal Article |
Giulia Sandi, Sebastiano Vascon, Marcello Pelillo Hypergraph Isomorphism Using Association Hypergraphs in PATTERN RECOGNITION LETTERS, vol. N/D (ISSN 0167-8655) DOI - URL correlato - ARCA card: 10278/3718998 |
| 2019 | Book Article |
Sebastiano Vascon; Marcello Pelillo Chapter 12 - Detecting conversational groups in images using clustering games , Multimodal Behavior Analysis in the Wild, Academic Press, pp. 247-267 (ISBN 978-0-12-814601-9) DOI - URL correlato - ARCA card: 10278/3718953 |
| 2019 | Article in Conference Proceedings |
Vascon Sebastiano,
Parin Ylenia,
Annavini Eis,
D'Andola Mattia,
Zoccolan Davide,
Pelillo Marcello Characterization of Visual Object Representations in Rat Primary Visual Cortex , Computer Vision -- ECCV 2018 Workshops, Springer International Publishing, pp. 577-586, Convegno: European Conference on Computer Vision (ISBN 978-3-030-11015-4) DOI - ARCA card: 10278/3718940 |
| 2019 | Article in Conference Proceedings |
Vascon S.; Aslan S.; Torcinovich A.; Laarhoven T.V.; Marchiori E.; Pelillo M. Unsupervised Domain Adaptation using Graph Transduction Games , Proceedings of the International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers Inc., vol. 2019-, pp. 1-8, Convegno: 2019 International Joint Conference on Neural Networks, IJCNN 2019, 2019 (ISBN 978-1-7281-1985-4) DOI - ARCA card: 10278/3731148 |
| 2018 | Journal Article |
Sebastiano Vascon, Marco Frasca , Rocco Tripodi , Giorgio Valentini , Marcello Pelillo Protein Function Prediction as a Graph-Transduction Game in PATTERN RECOGNITION LETTERS, vol. N/D (ISSN 0167-8655) DOI - URL correlato - ARCA card: 10278/3718936 |
| 2018 | Article in Conference Proceedings |
Aslan S.; Vascon S.; Pelillo M. Ancient Coin Classification Using Graph Transduction Games , 2018 IEEE International Conference on Metrology for Archaeology and Cultural Heritage, MetroArchaeo 2018 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 127-131, Convegno: 2018 IEEE International Conference on Metrology for Archaeology and Cultural Heritage, MetroArchaeo 2018, 2018 (ISBN 978-1-5386-5276-3) DOI - ARCA card: 10278/3731210 |
| 2018 | Article in Conference Proceedings |
Sandi, Giulia*; Vascon, Sebastiano; Pelillo, Marcello On association graph techniques for hypergraph matching , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Verlag, vol. 11004, pp. 481-490, Convegno: Joint IAPR International Workshops on Structural and Syntactic Pattern Recognition, SSPR 2018 and Statistical Techniques in Pattern Recognition, SPR 2018, 17/08/2018-19/08/2018 (ISBN 9783319977843) DOI - URL correlato - ARCA card: 10278/3711758 |
| 2018 | Article in Conference Proceedings |
Feliks Hibraj, Sebastiano Vascon, Thilo Stadelmann, Marcello Pelillo Speaker Clustering Using Dominant Sets , 2018 24th International Conference on Pattern Recognition (ICPR), IEEE, pp. 3549-3554, Convegno: International Conference on Pattern Recognition DOI - ARCA card: 10278/3718941 |
| 2018 | Article in Conference Proceedings |
Ismail Elezi, Alessandro Torcinovich, Sebastiano Vascon, Marcello Pelillo Transductive Label Augmentation for Improved Deep Network Learning , 2018 24th International Conference on Pattern Recognition (ICPR), IEEE, pp. 1432-1437, Convegno: International Conference on Pattern Recognition DOI - ARCA card: 10278/3718951 |
| 2017 | Journal Article |
Pennacchietti, Francesca; Vascon, Sebastiano; Nieus, Thierry; Rosillo, Christian; Das, Sabyasachi; Tyagarajan, Shiva K.; Diaspro, Alberto; del Bue, Alessio; Petrini, Enrica Maria; Barberis, Andrea; Zanacchi, Francesca Cella Nanoscale molecular reorganization of the inhibitory postsynaptic density is a determinant of gabaergic synaptic potentiation in THE JOURNAL OF NEUROSCIENCE, vol. 37, pp. 1747-1756 (ISSN 0270-6474) DOI - URL correlato - ARCA card: 10278/3718942 |
| 2017 | Book Article |
Sebastiano Vascon; Loris Bazzani Chapter 3 - Group Detection and Tracking Using Sociological Features , Group and Crowd Behavior for Computer Vision, Academic Press, pp. 29-66 (ISBN 978-0-12-809276-7) DOI - URL correlato - ARCA card: 10278/3718943 |
| 2016 | Journal Article |
Sebastiano, Vascon; Mequanint, EYASU ZEMENE; Marco, Cristani; Hayley, Hung; Pelillo, Marcello; Vittorio, Murino Detecting conversational groups in images and sequences: A robust game-theoretic approach in COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 143, pp. 11-24 (ISSN 1077-3142) DOI - ARCA card: 10278/3662321 |
| 2016 | Article in Conference Proceedings |
Tripodi, Rocco; Vascon, Sebastiano; Pelillo, Marcello Context Aware Nonnegative Matrix Factorization Clustering , Proceedings - International Conference on Pattern Recognition in INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE COMPUTER SOC, pp. 1719-1724, Convegno: 23rd International Conference on Pattern Recognition, ICPR 2016, 2016 (ISBN 9781509048472) (ISSN 1051-4651) DOI - URL correlato - ARCA card: 10278/3692547 |
| 2016 | Article in Conference Proceedings |
Beyan Cigdem; Carissimi Nicolò; Capozzi Francesca; Vascon Sebastiano; Bustreo Matteo; Pierro Antonio; Becchio Cristina; Murino Vittorio Detecting Emergent Leader in a Meeting Environment using Nonverbal Visual Features Only , Proceedings of the 18th ACM International Conference on Multimodal Interaction, 1515 BROADWAY, NEW YORK, NY 10036-9998 USA, ASSOC COMPUTING MACHINERY, pp. 317-324, Convegno: 18th ACM International Conference on Multimodal Interaction, ICMI 2016, 2016 (ISBN 9781450345569) DOI - URL correlato - ARCA card: 10278/3718944 |
| 2015 | Journal Article |
Dodero, Luca; Vascon, Sebastiano; Murino, Vittorio; Bifone, Angelo; Gozzi, Alessandro; Sona, Diego Automated multi-subject fiber clustering of mouse brain using dominant sets in FRONTIERS IN NEUROINFORMATICS, vol. 8 (ISSN 1662-5196) DOI - URL correlato - ARCA card: 10278/3718946 |
| 2013 | Article in Conference Proceedings |
Luca Dodero; Sebastiano Vascon; Luca Giancardo; Alessandro Gozzi; Diego Sona; Vittorio Murino Automatic White Matter Fiber Clustering Using Dominant Sets , 2013 International Workshop on Pattern Recognition in Neuroimaging, IEEE, pp. 216-219, Convegno: International Workshop on Pattern Recognition in Neuroimaging DOI - ARCA card: 10278/3718981 |
| 2013 | Article in Conference Proceedings |
S. Vascon; M. Cristani; M. Pelillo; V. Murino Using Dominant Sets for k-NN Prototype Selection , Image Analysis and Processing, Springer, pp. 131-140, Convegno: ICIAP 2013 - 17th International Conference (ISBN 9783642411830) (ISSN 0302-9743) DOI - ARCA card: 10278/44030 |
| 2012 | Article in Conference Proceedings |
A. Albarelli; F. Bergamasco; L. Rossi; S. Vascon; A. Torsello A Stable Graph-Based Representation for Object Recognition through High-Order Matching , 21st International Conference on Pattern Recognition (ICPR 2012), IEEE COMPUTER SOCIETY, pp. 3341-3344, Convegno: 21st International Conference on Pattern Recognition (ICPR 2012) (ISBN 9781467322164) - ARCA card: 10278/35893 |