João Miguel Cordeiro Monteiro
From HLT@INESC-ID
Total Publications: 7
Article (Author)
- Modelling Population Distribution: A Visual and Quantitative Analysis of Gradient Boosting and Deep Learning Models for Multi-Output Spatial Disaggregation
Marina Georgati, João Miguel Cordeiro Monteiro, Bruno Martins, Henning Sten Hansen, Carsten Keßler,
Transactions in GIS, vol. 28, DOI https://doi.org/10.1111/tgis.13130, January 2024 - Geospatial Data Disaggregation through Self-Trained Encoder–Decoder Convolutional Models
João Miguel Cordeiro Monteiro, Bruno Martins, Miguel Costa, João Moura Pires,
ISPRS International Journal of Geo-Information., vol. 10, n. 9, DOI https://doi.org/10.3390/ijgi10090619, December 2021 - Semantic segmentation and colorization of grayscale aerial imagery with W‐Net models
Jacinto Estima, Bruno Martins, João Miguel Cordeiro Monteiro, Joel Silva, Maria Dias,
Expert Systems, vol. 37, n. 6, DOI 10.1111/exsy.12622, December 2020 - Assessing Flood Severity from Crowdsourced Social Media Photos with Deep Neural Networks
Jorge Pereira, João Miguel Cordeiro Monteiro, Joel Silva, Jacinto Estima, Bruno Martins,
Multimedia Tools and Applications, December 2020
In Proceedings (Author)
- A Co-Training Approach for Spatial Data Disaggregation
João Miguel Cordeiro Monteiro, Bruno Martins, Miguel Costa, João M. Pires,
Proceedings of the ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, December 2022 - Spatial Disaggregation of Population Subgroups Leveraging Self-Trained Multi-Output Gradient Boosted Regression Trees
Marina Georgati, João Miguel Cordeiro Monteiro, Bruno Martins, Carsten Keßler,
Proceedings of the AGILE International Conference on Geographic Information Science, December 2022
Thesis (Author)
- Spatial Disaggregation Using Geo-Referenced Flickr Data as Auxilary Information
João Miguel Cordeiro Monteiro, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal, Thesis, October 2016
Total Supervisions: 1
Master's Theses
Total Projects: 1
National Projects
- MIMU - Prospecção de informação geo-referenciada de múltiplas fontes e modalidades
INESC-ID Lisboa, FCT, , 2018-10-01 - 2022-09-30
