João Fonseca - RankMe

30 papers A* 1Journal 18Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ChatBot for student service based on RASA framework. Knowl. Inf. Syst. Fátima Rodrigues, João Fonseca
2026	J	`jnl`	ExplainerPFN: Towards tabular foundation models for model-free zero-shot feature importance estimations. CoRR João Fonseca, Julia Stoyanovich
2025	—	`conf`	How Much Effort Is Enough? Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity. EAAMO Andrew Bell, João Fonseca, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich
2025	A*	`conf`	SAFENUDGE: Safeguarding Large Language Models in Real-time with Tunable Safety-Performance Trade-offs. EMNLP João Fonseca, Andrew Bell, Julia Stoyanovich
2025	—	`conf`	SHAP-based Explanations are Sensitive to Feature Representation. FAccT Hyunseung Hwang, Andrew Bell, João Fonseca, Venetia Pliatsika, Julia Stoyanovich, Steven Euijong Whang
2025	J	`jnl`	SHAP-based Explanations are Sensitive to Feature Representation. CoRR Hyunseung Hwang, Andrew Bell, João Fonseca, Venetia Pliatsika, Julia Stoyanovich, Steven Euijong Whang
2025	J	`jnl`	Safeguarding Large Language Models in Real-time with Tunable Safety-Performance Trade-offs. CoRR João Fonseca, Andrew Bell, Julia Stoyanovich
2025	J	`jnl`	ShaRP: Explaining Rankings and Preferences with Shapley Values. Proc. VLDB Endow. Venetia Pliatsika, João Fonseca, Kateryna Akhynko, Ivan Shevchenko, Julia Stoyanovich
2024	—	`conf`	Behind the Lens: Exploring UV Reflection. BIOSTEC (1) João Fonseca, Pedro Teixeira, Liliane Ventura
2024	J	`jnl`	Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity. CoRR Andrew Bell, João Fonseca, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich
2024	J	`jnl`	Open Shortest Path First extension for the support of multiarea networks with arbitrary topologies. IET Networks Xavier Gomes, João Fonseca, Rui Valadas
2024	—	`conf`	Real-Time Machine Learning-Based IoT Data Analysis in the Edge Cloud Continuum Using AC CAMAD Jhofre Ojeda, Dimitrios Amaxilatis, Nikolaos Tsironis, Themistoklis Sarantakos, João Fonseca, Gereziher Adhane, Golshan Famitafreshi, Swastika Roy, Shreya K. Chari, Navideh Ghafouri, Kostas Ramantas, Christos V. Verikoukis
2024	J	`jnl`	ShaRP: Explaining Rankings with Shapley Values. CoRR Venetia Pliatsika, João Fonseca, Tilun Wang, Julia Stoyanovich
2024	—	`conf`	The Game Of Recourse: Simulating Algorithmic Recourse over Time to Improve Its Reliability and Fairness. SIGMOD Conference Companion Andrew Bell, João Fonseca, Julia Stoyanovich
2023	J	`jnl`	Geometric SMOTE for imbalanced datasets with nominal and continuous features. Expert Syst. Appl. João Fonseca, Fernando Bação
2023	J	`jnl`	Improving Active Learning Performance through the Use of Data Augmentation. Int. J. Intell. Syst. João Fonseca, Fernando Bação
2023	J	`jnl`	Mortality prediction using medical time series on TBI patients. Comput. Methods Programs Biomed. João Fonseca, Xiuyun Liu, Hélder P. Oliveira, Tânia Pereira
2023	—	`conf`	Safe Roads: Traffic Management and Road Safety Platform for Smart Cities. WF-IoT Ana Almeida, João Fonseca, Pedro Rasinhas, Catarina Costa, Diogo Paiva, Gonçalo Silva, Pedro Rito, Susana Sargento
2023	—	`conf`	Setting the Right Expectations: Algorithmic Recourse Over Time. EAAMO João Fonseca, Andrew Bell, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich
2023	J	`jnl`	Setting the Right Expectations: Algorithmic Recourse Over Time. CoRR João Fonseca, Andrew Bell, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich
2023	J	`jnl`	Tabular and latent space synthetic data generation: a literature review. J. Big Data João Fonseca, Fernando Bação
2022	J	`jnl`	Research Trends and Applications of Data Augmentation Algorithms. CoRR João Fonseca, Fernando Bação
2021	J	`jnl`	Improving Imbalanced Land Cover Classification with K-Means SMOTE: Detecting and Oversampling Distinctive Minority Spectral Signatures. Inf. João Fonseca, Georgios Douzas, Fernando Bação
2021	J	`jnl`	Increasing the Effectiveness of Active Learning: Introducing Artificial Data Generation in Active Learning for Land Use/Land Cover Classification. Remote. Sens. João Fonseca, Georgios Douzas, Fernando Bação
2020	—	`conf`	Moving in Time: Computational Analysis of Microtiming in Maracatu de Baque Solto. ISMIR Matthew E. P. Davies, Magdalena Fuentes, João Fonseca, Luís Aly, Marco Jerónimo, Filippo Bonini Baraldi
2020	J	`jnl`	Narratives and Needs: Analyzing Experiences of Cyclone Amphan Using Twitter Discourse. CoRR Ancil Crayton, João Fonseca, Kanav Mehra, Michelle Ng, Jared Ross, Marcelo Sandoval-Castañeda, Rachel von Gnechten
2019	J	`jnl`	Imbalanced Learning in Land Cover Classification: Improving Minority Classes' Prediction Accuracy Using the Geometric SMOTE Algorithm. Remote. Sens. Georgios Douzas, Fernando Bação, João Fonseca, Manvel Khudinyan
2015	—	`conf`	Lung Function Classification of Smartphone Recordings - Comparison of Signal Processing and Machine Learning Combination Sets. HEALTHINF João F. Teixeira, Luís F. Teixeira, João Fonseca, Tiago António Queirós Jacinto
2011	—	`conf`	A New Living Lab for Usability Evaluation of ICT and Next Generation Networks for Elderly@Home. AAL 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
2010	—	`conf`	Study of Clinical Workflow and Information Flow of a Breast Care Unit. HEALTHINF Vítor Silva, Maria João Cardoso, João Fonseca, Ricardo João Cruz Correia