João Fonseca

According to our database, João Fonseca authored at least 17 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

ShaRP: Explaining Rankings with Shapley Values.

Venetia Pliatsika, João Fonseca, Tilun Wang, Julia Stoyanovich

CoRR, 2024

Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity.

Andrew Bell, João Fonseca, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich

CoRR, 2024

Behind the Lens: Exploring UV Reflection.

João Fonseca, P. Teixeira, L. Ventura

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

Tabular and latent space synthetic data generation: a literature review.

João Fonseca, Fernando Bação

J. Big Data, December, 2023

Geometric SMOTE for imbalanced datasets with nominal and continuous features.

João Fonseca, Fernando Bação

Expert Syst. Appl., December, 2023

Mortality prediction using medical time series on TBI patients.

João Fonseca, Xiuyun Liu, Hélder P. Oliveira, Tânia Pereira

Comput. Methods Programs Biomed., December, 2023

Improving Active Learning Performance through the Use of Data Augmentation.

João Fonseca, Fernando Bação

Int. J. Intell. Syst., 2023

Setting the Right Expectations: Algorithmic Recourse Over Time.

João Fonseca, Andrew Bell, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich

Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms, 2023

2022

Research Trends and Applications of Data Augmentation Algorithms.

João Fonseca, Fernando Bação

CoRR, 2022

2021

Increasing the Effectiveness of Active Learning: Introducing Artificial Data Generation in Active Learning for Land Use/Land Cover Classification.

João Fonseca, Georgios Douzas, Fernando Bação

Remote. Sens., 2021

Improving Imbalanced Land Cover Classification with K-Means SMOTE: Detecting and Oversampling Distinctive Minority Spectral Signatures.

João Fonseca, Georgios Douzas, Fernando Bação

Inf., 2021

2020

Narratives and Needs: Analyzing Experiences of Cyclone Amphan Using Twitter Discourse.

Ancil Crayton, João Fonseca, Kanav Mehra, Michelle Ng, Jared Ross, Marcelo Sandoval-Castañeda, Rachel von Gnechten

CoRR, 2020

Moving in Time: Computational Analysis of Microtiming in Maracatu de Baque Solto.

Matthew E. P. Davies, Magdalena Fuentes, João Fonseca, Luís Aly, Marco Jerónimo, Filippo Bonini Baraldi

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

2019

Imbalanced Learning in Land Cover Classification: Improving Minority Classes' Prediction Accuracy Using the Geometric SMOTE Algorithm.

Georgios Douzas, Fernando Bação, João Fonseca, Manvel Khudinyan

Remote. Sens., 2019

2015

Lung Function Classification of Smartphone Recordings - Comparison of Signal Processing and Machine Learning Combination Sets.

João F. Teixeira, Luís F. Teixeira, João Fonseca, Tiago Jacinto

Proceedings of the HEALTHINF 2015, 2015

2011

A New Living Lab for Usability Evaluation of ICT and Next Generation Networks for Elderly@Home.

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

Proceedings of the AAL 2011, 2011

2010

Study of Clinical Workflow and Information Flow of a Breast Care Unit.

Vítor Silva, Maria João Cardoso, João Fonseca, Ricardo João Cruz Correia

Proceedings of the HEALTHINF 2010, 2010