ELEONORA LOPEZ

PhD Student

PhD program:: XXXVII
email: eleonora.lopez@uniroma1.it
phone: 0644585495
building: San Pietro in Vincoli - RM032
room: 1° piano (floor) - stanza 102 - ISPAMM lab




advisor: prof. Danilo Comminiello

Research Topic: Deep Learning for Medical Images
Curriculum: Information and Communication Engineering

Ph.D. start date : November 2021
Ph.D. Advisory Board: prof. Massimo Panella, prof. Stefania Colonnese, prof. Francesca Apollonio


Research products

11573/1725064 - 2024 - Towards explaining hypercomplex neural networks
Lopez, E.; Grassucci, E.; Capriotti, D.; Comminiello, D. - 04b Atto di convegno in volume
conference: 2024 International Joint Conference on Neural Networks, IJCNN 2024 (Yokohama; Japan)
book: Proceedings of the International Joint Conference on Neural Networks - (9798350359312)

11573/1709447 - 2024 - Attention-map augmentation for hypercomplex breast cancer classification
Lopez, Eleonora; Betello, Filippo; Carmignani, Federico; Grassucci, Eleonora; Comminiello, Danilo - 01a Articolo in rivista
paper: PATTERN RECOGNITION LETTERS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. - - issn: 0167-8655 - wos: WOS:001241411900001 (0) - scopus: 2-s2.0-85191528613 (1)

11573/1725066 - 2024 - Hierarchical hypercomplex network for multimodal emotion recognition
Lopez, Eleonora; Uncini, Aurelio; Comminiello, Danilo - 04b Atto di convegno in volume
conference: 2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP) (London, UK)
book: 2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP) - (979-8-3503-7225-0)

11573/1693887 - 2023 - Hypercomplex multimodal emotion recognition from EEG and peripheral physiological signals
Lopez, E.; Chiarantano, E.; Grassucci, E.; Comminiello, D. - 04b Atto di convegno in volume
conference: 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, ICASSPW 2023 (Rhodes; Greece)
book: ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings - (979-8-3503-0261-5)

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