Gustavo Borges Moreno e Mello

Vitenskapelige publikasjoner

Khan, Mehak; Borges Moreno e Mello, Gustavo ; Habib, Laurence ; Engelstad, Paal ; Yazidi, Anis (2024). HITS-based Propagation Paradigm for Graph Neural Networks. ACM Transactions on Knowledge Discovery from Data. Vol. 18.
https://doi.org/10.1145/3638779

Aaby, Pernille; Biermann, Daniel; Yazidi, Anis ; Borges Moreno e Mello, Gustavo ; Palumbo, Fabrizio (2023). Exploring Multilingual Word Embedding Alignments in BERT Models: A Case Study of English and Norwegian. Bramer, Max; Stahl, Frederic (Red.). Artificial Intelligence XL: 43rd SGAI International Conference on Artificial Intelligence, AI 2023. s. 47-58. Springer.
https://doi.org/10.1007/978-3-031-47994-6_4

Khan, Mehak; Borges Moreno e Mello, Gustavo ; Engelstad, Paal E. ; Habib, Laurence ; Yazidi, Anis (2023). HITS-GNN: A Simplified Propagation Scheme for Graph Neural Networks. Tsumoto, Shusaku; Ohsawa, Yukio; Chen, Lei; Van den Poel, Dirk; Hu, Xiaohua; Motomura, Yoichi (Red.). 2022 IEEE International Conference on Big Data . IEEE (Institute of Electrical and Electronics Engineers).
https://doi.org/10.1109/BigData55660.2022.10020815

Zouganeli, Evi ; Yazidi, Anis ; Borges Moreno e Mello, Gustavo ; Lind, Pedro (2023). Nordic Artificial Intelligence Research and Development: 4th Symposium of the Norwegian AI Society, NAIS 2022, Oslo, Norway, May 31-June 1, 2022, Revised Selected Papers. ISBN: 9783031170294. 130 s. Springer Nature.
https://link.springer.com/book/9783031170317

Rego Lencastre e Silva, Pedro; Bhurtel, Samip; Yazidi, Anis ; Borges Moreno e Mello, Gustavo ; Denysov, Sergiy ; Lind, Pedro (2022). EyeT4Empathy: Dataset of foraging for visual information, gaze typing and empathy assessment. 8 s. Scientific Data. Vol. 9.
https://doi.org/10.1038/s41597-022-01862-w

Adhikari, Nayan; Lind, Pedro ; Mello, Gustavo (2021). Prototyping-Based Study of Designs for Eye-Tracking Interface in Augmentative and Alternative Communication Applications. Stephanidis, Constantine; Antona, Margherita; Ntoa, Stavroula (Red.). HCI International 2021 - Late Breaking Posters. s. 3-10. Springer.
https://doi.org/https://doi.org/10.1007/978-3-030-

Bhurtel, Samip; Lind, Pedro ; Mello, Gustavo (2021). For a new protocol to promote empathy towards users of communication technologies. Stephanidis, Constantine; Antona, Margherita; Ntoa, Stavroula (Red.). HCI International 2021 - Late Breaking Posters. s. 3-10. Springer.
https://doi.org/https://doi.org/10.1007/978-3-030-

Pontes Filho, Sidney; Dahl, Annelene; Nichele, Stefano ; Mello, Gustavo (2021). A Deep Learning-Based Tool for Automatic Brain Extraction from Functional Magnetic Resonance Images of Rodents. Arai, Kohei (Red.). Intelligent Systems and Applications, Proceedings of the 2021 Intelligent Systems Conference (IntelliSys 2021) Volume 1. s. 549-558. Springer Nature.
https://doi.org/10.1007/978-3-030-82199-9_36

Pontes-Filho, Sidney; Lind, Pedro ; Yazidi, Anis ; Zhang, Jianhua ; Hammer, Hugo Lewi ; Mello, Gustavo ; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano (2020). EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality. Castillo, Pedro A.; Laredo, Juan Luis Jiménez; de Vega, Francisco Fernández (Red.). Applications of Evolutionary Computation. s. 133-148. Springer.
https://doi.org/10.1007/978-3-030-43722-0_9

Pontes-Filho, Sidney; Lind, Pedro ; Yazidi, Anis ; Zhang, Jianhua ; Hammer, Hugo Lewi ; Mello, Gustavo ; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano (2020). A neuro-inspired general framework for the evolution of stochastic dynamical systems: Cellular automata, random Boolean networks and echo state networks towards criticality. Cognitive Neurodynamics.
https://doi.org/10.1007/s11571-020-09600-x

Formidling

Mello, Gustavo ; Kasahara, Yuri ; Schröder, Daniel Thilo (2022). AI and Data Science for Journalism. SKUP Konferansen. SKUP Stiftelsen for en Kritisk og Undersøkende Presse Conference.

Kvalnes, Pål Arne ; Øye, Olav-Johan ; Normann, Maria Storvig; Mello, Gustavo ; Krøvel, Roy (2021). Gravejournalister kan trenge kunstig intelligens fremover.
https://www.oslomet.no/forskning/forskningsnyheter

Pontes Filho, Sidney; Gulden Dahl, Annelene; Nichele, Stefano ; Mello, Gustavo (2021). A Deep Learning-Based Tool for Automatic Brain Extraction from Functional Magnetic Resonance Images of Rodents. Intelligent Systems Conference 2021 (IntelliSys 2021). The Science and Information (SAI) Organization.
https://link.springer.com/chapter/10.1007%2F978-3-

Pontes-Filho, Sidney; Lind, Pedro ; Yazidi, Anis ; Zhang, Jianhua ; Hammer, Hugo Lewi ; Mello, Gustavo ; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano (2020). EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality. 23rd European Conference on the Applications of Evolutionary and bio-inspired Computation. Pedro Castillo.

Pontes-Filho, Sidney; Yazidi, Anis ; Zhang, Jianhua ; Hammer, Hugo Lewi ; Mello, Gustavo ; Sandvig, I.; Tufte, Gunnar; Nichele, Stefano (2019). A general representation of dynamical systems for reservoir computing. Workshop on Novel Substrates and Models for the Emergence of Developmental, Learning and Cognitive Capabilities, 9th Joint IEEE Int Conf. on Development and Learning and on Epigenetic Robotics (IEEE ICDL-EPIROB 2019). UiO.

Heiney, Kristine ; Mello, Gustavo (2019). An Introduction to Artificial Intelligence and the OsloMet AI Lab. Workshop on Artificial Intelligence.