Personal profile
Education/Academic qualification
Engenharia Electrotécnica. Especialidade: Robótica e Manufactura Integrada, Doctorate, Protocolos de Negociação com Coligações em Sistemas Multi-agente. uma Aplicação À Gestão Distribuída de Recursos, Universidade NOVA de Lisboa
Award Date: 1 Jan 2001
External positions
Member of the FCT/UNL Faculty Council
1 Jun 2009 → …
Member of the Statutory Commission of FCT/UNL
1 May 2009 → 29 Jun 2009
President of the FCT/UNL Alumni Association
1 Oct 2008 → …
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Collaborations and top research areas from the last five years
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Gap-Free Forest Height Mapping Using Multispectral Observations, a Machine Learning Regressor, and Sparse and Limited Calibration Sets
Pereira-Pires, J. E., Guerra-Hernández, J., Silva, J. M. N., Fonseca, J. M. & Mora, A., 2026, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 19, p. 2213-2232 20 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Belowground, Litter and Shrub Biomass Mapping using Sentinel-1/2 and ALOS-2 Products
Pereira-Pires, J. E., Guerra-Hernandez, J., Pascual, A., Silva, J. M. N., Fonseca, J. M. & Mora, A., 2025, 2025 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing, MIGARS 2025. Institute of Electrical and Electronics Engineers (IEEE), 4 p. (2025 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing, MIGARS 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Biomass Estimation at Footprint Level Using GEDI Data and Machine Learning
Silva, D. M., Pereira-Pires, J. E., Guerra-Hernandez, J., Pascual, A., Silva, J. M. N., Mora, A. & Fonseca, J. M., 2025, 2025 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing, MIGARS 2025. Institute of Electrical and Electronics Engineers (IEEE), (2025 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing, MIGARS 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Explainable Normative Modeling: Subcortical Changes in Frontotemporal Dementia Subtypes
Pereira, H. R., Fonseca, J. M. & Ferreira, H. A., 26 Jun 2025, (E-pub ahead of print) Technological Innovation for AI-Powered Cyber-Physical Systems - 16th IFIP WG 5.5 / SOCOLNET Advanced Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS 2025, Proceedings. Camarinha-Matos, L. M. & Ferrada, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 170-182 13 p. (IFIP Advances in Information and Communication Technology; vol. 759 IFIPAICT).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Forest Height Mapping With Multifrequency SAR in Mediterranean Forests
Pereira-Pires, J., Guerra-Hernández, J., Silva, J., Fonseca, J., Guida, R. & Mora, A., 2025, In: IEEE Transactions on Geoscience and Remote Sensing. 63, 15 p., 4403415.Research output: Contribution to journal › Article › peer-review
7 Link opens in a new tab Citations (Scopus)
Prizes
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Best paper award
Fonseca, J. M. M. R. D. (Recipient), 20 Sept 2015
Prize: Prize (including medals and awards)
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Best Paper Award at FEDCSIS 2018
Carvalho, J. P. (Recipient), Fonseca, J. M. (Recipient) & Mora, A. T. B. D. (Recipient), 2018
Prize: Prize (including medals and awards)
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Best Student Paper Award
Fonseca, J. M. M. R. D. (Recipient), 20 Sept 2013
Prize: Prize (including medals and awards)
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Best student paper award of SIMULTECH 2016
Fonseca, J. M. M. R. D. (Recipient), Martins, L. (Recipient), Mora, A. T. B. D. (Recipient), Canelas, P. (Recipient) & Ribeiro, A. (Recipient), 31 Jul 2016
Prize: Prize (including medals and awards)
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Certificate of Appreciation
Fonseca, J. M. M. R. D. (Recipient), 1 Jun 2019
Prize: Prize (including medals and awards)