Enhancing global maritime traffic network forecasting with gravity-inspired deep learning models
Song, Ruixin, Spadon, Gabriel, Pelot, Ronald, Matwin, Stan, Soares, Amilcar
Published in Scientific reports (19.07.2024)
Published in Scientific reports (19.07.2024)
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Journal Article
Exploring autoregression patterns for automatic vessel type classification
Ferreira, Martha Dais, Sadeghi, Zahra, Matwin, Stan
Published in The Journal of supercomputing (01.05.2024)
Published in The Journal of supercomputing (01.05.2024)
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Journal Article
Building navigation networks from multi-vessel trajectory data
Varlamis, Iraklis, Kontopoulos, Ioannis, Tserpes, Konstantinos, Etemad, Mohammad, Soares, Amilcar, Matwin, Stan
Published in GeoInformatica (01.01.2021)
Published in GeoInformatica (01.01.2021)
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Journal Article
A novel machine learning approach to analyzing geospatial vessel patterns using AIS data
Ferreira, Martha Dais, Campbell, Jessica N.A., Matwin, Stan
Published in GIScience and remote sensing (31.12.2022)
Published in GIScience and remote sensing (31.12.2022)
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Journal Article
Local differentially private federated learning with homomorphic encryption
Zhao, Jianzhe, Huang, Chenxi, Wang, Wenji, Xie, Rulin, Dong, Rongrong, Matwin, Stan
Published in The Journal of supercomputing (01.11.2023)
Published in The Journal of supercomputing (01.11.2023)
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Journal Article
SWS: an unsupervised trajectory segmentation algorithm based on change detection with interpolation kernels
Etemad, Mohammad, Soares, Amilcar, Etemad, Elham, Rose, Jordan, Torgo, Luis, Matwin, Stan
Published in GeoInformatica (01.04.2021)
Published in GeoInformatica (01.04.2021)
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Journal Article
Correction to: Emotion detection and semantic trends during COVID-19 social isolation using artificial intelligence techniques
Jelodar, Hamed, Orji, Rita, Matwin, Stan, Weerasinghe, Swarna, Oyebode, Oladapo, Wang, Yongli
Published in Journal of ambient intelligence and humanized computing (01.04.2024)
Published in Journal of ambient intelligence and humanized computing (01.04.2024)
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Journal Article
Aircraft Fuselage Corrosion Detection Using Artificial Intelligence
Brandoli, Bruno, de Geus, André R., Souza, Jefferson R., Spadon, Gabriel, Soares, Amilcar, Rodrigues, Jose F., Komorowski, Jerzy, Matwin, Stan
Published in Sensors (Basel, Switzerland) (11.06.2021)
Published in Sensors (Basel, Switzerland) (11.06.2021)
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Journal Article
Examining the impact of cross-domain learning on crime prediction
Bappee, Fateha Khanam, Soares, Amilcar, Petry, Lucas May, Matwin, Stan
Published in Journal of big data (03.07.2021)
Published in Journal of big data (03.07.2021)
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Journal Article
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
Nanni, Mirco, Andrienko, Gennady, Barabási, Albert-László, Boldrini, Chiara, Bonchi, Francesco, Cattuto, Ciro, Chiaromonte, Francesca, Comandé, Giovanni, Conti, Marco, Coté, Mark, Dignum, Frank, Dignum, Virginia, Domingo-Ferrer, Josep, Ferragina, Paolo, Giannotti, Fosca, Guidotti, Riccardo, Helbing, Dirk, Kaski, Kimmo, Kertesz, Janos, Lehmann, Sune, Lepri, Bruno, Lukowicz, Paul, Matwin, Stan, Jiménez, David Megías, Monreale, Anna, Morik, Katharina, Oliver, Nuria, Passarella, Andrea, Passerini, Andrea, Pedreschi, Dino, Pentland, Alex, Pianesi, Fabio, Pratesi, Francesca, Rinzivillo, Salvatore, Ruggieri, Salvatore, Siebes, Arno, Torra, Vicenc, Trasarti, Roberto, Hoven, Jeroen van den, Vespignani, Alessandro
Published in Ethics and information technology (2021)
Published in Ethics and information technology (2021)
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Journal Article