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2020 – today
- 2024
[j8]Xavier Gomes, João Fonseca, Rui Valadas
:
Open Shortest Path First extension for the support of multiarea networks with arbitrary topologies. IET Networks 13(3): 241-248 (2024)- [c8]João Fonseca, P. Teixeira, L. Ventura:
Behind the Lens: Exploring UV Reflection. BIOSTEC (1) 2024: 191-194 - [c7]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: 464-467 - [i6]Andrew Bell, João Fonseca, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich:
Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity. CoRR abs/2401.16088 (2024) - [i5]Venetia Pliatsika, João Fonseca, Tilun Wang, Julia Stoyanovich:
ShaRP: Explaining Rankings with Shapley Values. CoRR abs/2401.16744 (2024) - [i4]Andrew Bell, João Fonseca:
Output Scouting: Auditing Large Language Models for Catastrophic Responses. CoRR abs/2410.05305 (2024) - 2023
- [j7]João Fonseca, Xiuyun Liu, Hélder P. Oliveira, Tânia Pereira:
Mortality prediction using medical time series on TBI patients. Comput. Methods Programs Biomed. 242: 107806 (2023) - [j6]João Fonseca, Fernando Bação:
Geometric SMOTE for imbalanced datasets with nominal and continuous features. Expert Syst. Appl. 234: 121053 (2023) - [j5]João Fonseca, Fernando Bação:
Improving Active Learning Performance through the Use of Data Augmentation. Int. J. Intell. Syst. 2023: 1-17 (2023) - [j4]João Fonseca, Fernando Bação:
Tabular and latent space synthetic data generation: a literature review. J. Big Data 10(1): 115 (2023) - [c6]João Fonseca, Andrew Bell, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich:
Setting the Right Expectations: Algorithmic Recourse Over Time. EAAMO 2023: 29:1-29:11 - [c5]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: 1-7 - [i3]João Fonseca, Andrew Bell, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich:
Setting the Right Expectations: Algorithmic Recourse Over Time. CoRR abs/2309.06969 (2023) - 2022
- [i2]João Fonseca, Fernando Bação:
Research Trends and Applications of Data Augmentation Algorithms. CoRR abs/2207.08817 (2022) - 2021
- [j3]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): 266 (2021) - [j2]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): 2619 (2021) - 2020
- [c4]Matthew E. P. 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: 795-802 - [i1]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 abs/2009.05560 (2020)
2010 – 2019
- 2019
- [j1]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): 3040 (2019) - 2015
- [c3]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: 123-130 - 2011
- [c2]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: 85-97 - 2010
- [c1]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: 294-301
Coauthor Index
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