Hugo M. Ferreira

According to our database, Hugo M. Ferreira authored at least 13 papers between 2005 and 2026.

Collaborative distances:

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

2026

Rethinking XAI Evaluation: A Human-Centered Audit of Shapley Benchmarks in High-Stakes Settings.

Inês Oliveira e Silva, Sérgio M. Jesus, Iker Perez, Rita P. Ribeiro, Carlos Soares, Hugo M. Ferreira, Pedro Bizarro

CoRR, April, 2026

MUSE: Multi-Tenant Model Serving With Seamless Model Updates.

Cláudio Correia, Alberto E. A. Ferreira, Lucas Martins, Miguel P. Bento, Sofia Guerreiro, Ricardo Ribeiro Pereira, Ana Sofia Gomes, Jacopo Bono, Hugo M. Ferreira, Pedro Bizarro

CoRR, February, 2026

2025

Online boxplot derived outlier detection.

Arefeh Mazarei, Ricardo Teixeira Sousa, João Mendes-Moreira, Slavo Molchanov, Hugo Miguel Mendes Ferreira

Int. J. Data Sci. Anal., January, 2025

Evaluating Transfer Learning Methods on Real-World Data Streams: A Case Study in Financial Fraud Detection.

Ricardo Ribeiro Pereira, Jacopo Bono, Hugo M. Ferreira, Pedro Ribeiro, Carlos Soares, Pedro Bizarro

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2025

SARSum: A Relevance and Comprehensiveness-Aware Abstractive Summarization Dataset for Suspicious Activity Reports.

Jean V. Alves, Javier Liébana, Hugo M. Ferreira, Pedro Bizarro

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2024

Mind the truncation gap: challenges of learning on dynamic graphs with recurrent architectures.

João Bravo, Jacopo Bono, Pedro Saleiro, Hugo M. Ferreira, Pedro Bizarro

CoRR, 2024

Fair-OBNC: Correcting Label Noise for Fairer Datasets.

Inês Oliveira e Silva, Sérgio M. Jesus, Hugo M. Ferreira, Pedro Saleiro, Inês Sousa, Pedro Bizarro, Carlos Soares

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Supervised and unsupervised techniques in textile quality inspections.

Hugo M. Ferreira, David R. Carneiro, Miguel Â. Guimarães, Filipe V. Oliveira

Proceedings of the 5th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

2019

Building Robust Prediction Models for Defective Sensor Data Using Artificial Neural Networks.

Cláudio Rebelo de Sá, Arvind Kumar Shekar, Hugo M. Ferreira, Carlos Soares

Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019

2017

A pilot for proactive maintenance in industry 4.0.

Luis Lino Ferreira, Michele Albano, José Silva, Diogo Martinho, Goreti Marreiros, Giovanni Di Orio, Pedro Maló, Hugo M. Ferreira

Proceedings of the IEEE 13th International Workshop on Factory Communication Systems, 2017

2007

Ontology Engineering In Virtual Breeding Environments.

Dora Simões, Hugo M. Ferreira, António Lucas Soares

Proceedings of the Establishing The Foundation of Collaborative Networks, 2007

2006

An Integrated Life Cycle for Workflow Management Based on Learning and Planning.

Hugo M. Ferreira, Diogo R. Ferreira

Int. J. Cooperative Inf. Syst., 2006

2005

Learning, planning, and the life cycle of workflow management.

Diogo R. Ferreira, Hugo M. Ferreira

Proceedings of the Ninth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2005), 2005