João Fonseca

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 23

Top Topics

Remotely Sensed

Imbalanced Datasets

Active Learning

Land Cover Classification

Top Venues

BIOSTEC (Selected Papers)

Publications

Venetia Pliatsika, João Fonseca, Tilun Wang, Julia Stoyanovich
ShaRP: Explaining Rankings with Shapley Values. CoRR (2024)
Andrew Bell, João Fonseca, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich
Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity. CoRR (2024)
Xavier Gomes, João Fonseca, Rui Valadas
Open Shortest Path First extension for the support of multiarea networks with arbitrary topologies. IET Networks 13 (3) (2024)
Andrew Bell, João Fonseca, Julia Stoyanovich
The Game Of Recourse: Simulating Algorithmic Recourse over Time to Improve Its Reliability and Fairness. SIGMOD Conference Companion (2024)
João Fonseca, P. Teixeira, L. Ventura
Behind the Lens: Exploring UV Reflection. BIOSTEC (1) (2024)
João Fonseca, Andrew Bell, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich
Setting the Right Expectations: Algorithmic Recourse Over Time. CoRR (2023)
João Fonseca, Andrew Bell, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich
Setting the Right Expectations: Algorithmic Recourse Over Time. EAAMO (2023)
Marco Araújo, João Silva, Pedro M. Santos, Himanshu Singh, Deepak Gunjal, João Fonseca, Paulo Duarte, Bruno Mendes, Raul Barbosa, Peter Steenkiste, Saeid Sabamoniri, Luis Lam, João Pereira, Harrison Kurunathan
Demo: Object detection under 5G-edge mobility. WoWMoM (2023)
João Fonseca, Xiuyun Liu, Hélder P. Oliveira, Tânia Pereira
Mortality prediction using medical time series on TBI patients. Comput. Methods Programs Biomed. 242 (2023)
João Fonseca, Fernando Bação
Improving Active Learning Performance through the Use of Data Augmentation. Int. J. Intell. Syst. 2023 (2023)
Ana Almeida, João Fonseca, Pedro Rasinhas, Catarina Costa, Diogo Paiva, Gonçalo Silva, Pedro Rito, Susana Sargento
Safe Roads: Traffic Management and Road Safety Platform for Smart Cities. WF-IoT (2023)
João Fonseca, Fernando Bação
Tabular and latent space synthetic data generation: a literature review. J. Big Data 10 (1) (2023)
João Fonseca, Fernando Bação
Geometric SMOTE for imbalanced datasets with nominal and continuous features. Expert Syst. Appl. 234 (2023)
João Fonseca, João Alegria, Vitor A. Cunha, José Quevedo, David Santos, Diogo Gomes, João Paulo Barraca, Daniel Corujo, Rui L. Aguiar
Dynamic Interdomain Network Slicing for Verticals in the 5Growth Project. NFV-SDN (2021)
João Fonseca, Georgios Douzas, Fernando Bação
Improving Imbalanced Land Cover Classification with K-Means SMOTE: Detecting and Oversampling Distinctive Minority Spectral Signatures. Inf. 12 (7) (2021)
Henrique Ferreira-Cardoso, Cristina Jácome, Sónia Silva, Adelina Amorim, Margarida T. Redondo, José Fontoura-Matias, Margarida Vicente-Ferreira, Pedro Vieira-Marques, José Valente, Rute Almeida, João Fonseca, Inês Azevedo
Lung Auscultation Using the Smartphone - Feasibility Study in Real-World Clinical Practice. Sensors 21 (14) (2021)
Xi Li, Carlos Guimarães, Giada Landi, Juan Brenes, Josep Mangues-Bafalluy, Jorge Baranda, Daniel Corujo, Vitor A. Cunha, João Fonseca, João Alegria, Aitor Zabala Orive, Jose A. Ordonez-Lucena, Paola Iovanna, Carlos J. Bernardos, Alain Mourad, Xavier Costa-Pérez
Multi-Domain Solutions for the Deployment of Private 5G Networks. IEEE Access 9 (2021)
João Fonseca, Georgios Douzas, Fernando Bação
Increasing the Effectiveness of Active Learning: Introducing Artificial Data Generation in Active Learning for Land Use/Land Cover Classification. Remote. Sens. 13 (13) (2021)
Matthew Davies, Magdalena Fuentes, João Fonseca, Luís Aly, Marco Jerónimo, Filippo Bonini Baraldi
Moving in Time: Computational Analysis of Microtiming in Maracatu de Baque Solto. ISMIR (2020)
Ancil Crayton, João Fonseca, Kanav Mehra, Michelle Ng, Jared Ross, Marcelo Sandoval-Castañeda, Rachel von Gnechten
Narratives and Needs: Analyzing Experiences of Cyclone Amphan Using Twitter Discourse. CoRR (2020)
Georgios Douzas, Fernando Bação, João Fonseca, Manvel Khudinyan
Imbalanced Learning in Land Cover Classification: Improving Minority Classes' Prediction Accuracy Using the Geometric SMOTE Algorithm. Remote. Sens. 11 (24) (2019)
Bernardo Pinho, Rute Almeida, Cristina Jácome, João F. Teixeira, R. Amaral, F. Lopes, Tiago Jacinto, Rui Guedes, Marco Pereira, Ivania Gonçalves, João Fonseca
Automatic Quality Assessment of Smart Device Microphone Spirometry. PECCS (2018)
Rute Almeida, Ana Cláudia Teodoro, Hernâni Gonçalves, Alberto Freitas, Ana Sa-Sousa, Cristina Jácome, João Fonseca
Forecasting Asthma Hospital Admissions from Remotely Sensed Environmental Data. GISTAM (2017)
João F. Teixeira, Luís F. Teixeira, João Fonseca, Tiago Jacinto
Automatic Analysis of Lung Function Based on Smartphone Recordings. BIOSTEC (Selected Papers) (2015)
João F. Teixeira, Luís F. Teixeira, João Fonseca, Tiago Jacinto
Lung Function Classification of Smartphone Recordings - Comparison of Signal Processing and Machine Learning Combination Sets. HEALTHINF (2015)
Filipe Portela, Ricardo João Cruz Correia, João Fonseca, Joana M. Andrade
Wiitherapy on seniors - Effects on physical and metal domains. SeGAH (2011)
António J. S. Teixeira, Nelson Pacheco da Rocha, Miguel Sales Dias, Daniela Braga, Alexandra Queirós, Osvaldo Pacheco, José Alberto Fonseca, Joaquim Sousa Pinto, Hugo Gamboa, Luís Corte-Real, João Fonseca, Joaquim Arnaldo Martins, António J. R. Neves, Paulo Bartolomeu, Catarina Oliveira, João Cunha, Carlos Pereira
A New Living Lab for Usability Evaluation of ICT and Next Generation Networks for Elderly@Home. AAL (2011)
Vítor Silva, Maria João Cardoso, João Fonseca, Ricardo João Cruz Correia
Study of Clinical Workflow and Information Flow of a Breast Care Unit. HEALTHINF (2010)