Armando José Formoso Pinho
AuthID: R-000-2HA
1
TITLE: GBRF: A Novel Framework for Encoding User-Preferences in Imbalanced Data Distributions via Genetic Optimization
AUTHORS: Carvalho, Miguel; Pinho, Armando; Bras, Susana ;
PUBLISHED: 2026, SOURCE: 2025 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases-ECML PKDD-Annual in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT V, VOLUME: 16017
AUTHORS: Carvalho, Miguel; Pinho, Armando; Bras, Susana ;
PUBLISHED: 2026, SOURCE: 2025 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases-ECML PKDD-Annual in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT V, VOLUME: 16017
2
TITLE: Unified Taxonomy for Multivariate Time Series Anomaly Detection using Deep Learning
AUTHORS: Bruna Alves; Armando J Pinho; Sónia Gouveia;
PUBLISHED: 2026, SOURCE: CoRR, VOLUME: abs/2603.18941
AUTHORS: Bruna Alves; Armando J Pinho; Sónia Gouveia;
PUBLISHED: 2026, SOURCE: CoRR, VOLUME: abs/2603.18941
INDEXED IN: 
DBLP
DBLP IN MY: DBLP
DBLP3
TITLE: Revisiting OmniAnomaly for Anomaly Detection: performance metrics and comparison with PCA-based models
AUTHORS: Bruna Alves; Ana Martins; Armando J Pinho; Sónia Gouveia;
PUBLISHED: 2026, SOURCE: CoRR, VOLUME: abs/2603.18985
AUTHORS: Bruna Alves; Ana Martins; Armando J Pinho; Sónia Gouveia;
PUBLISHED: 2026, SOURCE: CoRR, VOLUME: abs/2603.18985
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP4
TITLE: Fast and Interpretable Autoregressive Estimation with Neural Network Backpropagation
AUTHORS: Anaísa Lucena; Ana Martins; Armando J Pinho; Sónia Gouveia;
PUBLISHED: 2026, SOURCE: CoRR, VOLUME: abs/2603.19041
AUTHORS: Anaísa Lucena; Ana Martins; Armando J Pinho; Sónia Gouveia;
PUBLISHED: 2026, SOURCE: CoRR, VOLUME: abs/2603.19041
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP5
TITLE: A two-step sequential approach for hyperparameter selection in finite context models
AUTHORS: José Contente; Ana Martins; Armando J Pinho; Sónia Gouveia;
PUBLISHED: 2026, SOURCE: CoRR, VOLUME: abs/2603.19736
AUTHORS: José Contente; Ana Martins; Armando J Pinho; Sónia Gouveia;
PUBLISHED: 2026, SOURCE: CoRR, VOLUME: abs/2603.19736
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP6
TITLE: Optimization of data compression parameters using genetic algorithms
AUTHORS: Pinho, Armando J.; Pratas, Diogo;
PUBLISHED: 2025, SOURCE: 2025 DATA COMPRESSION CONFERENCE-DCC in 2025 DATA COMPRESSION CONFERENCE, DCC
AUTHORS: Pinho, Armando J.; Pratas, Diogo;
PUBLISHED: 2025, SOURCE: 2025 DATA COMPRESSION CONFERENCE-DCC in 2025 DATA COMPRESSION CONFERENCE, DCC
7
TITLE: Optimizing Genomic Data Compression with Genetic Algorithms
AUTHORS: Rita Ferrolho; Armando J Pinho; Diogo Pratas;
PUBLISHED: 2025
AUTHORS: Rita Ferrolho; Armando J Pinho; Diogo Pratas;
PUBLISHED: 2025
8
TITLE: Metagenomic classification of ancient viruses
AUTHORS: Luís L Marques; Armando J Pinho; Diogo Pratas;
PUBLISHED: 2025
AUTHORS: Luís L Marques; Armando J Pinho; Diogo Pratas;
PUBLISHED: 2025
9
TITLE: Automated Annotation of Plant Gene Regions Using Supervised Machine Learning
AUTHORS: Bruna Simões; Armando J Pinho; Diogo Pratas;
PUBLISHED: 2025
AUTHORS: Bruna Simões; Armando J Pinho; Diogo Pratas;
PUBLISHED: 2025
10
TITLE: Copy models for protein sequence compression
AUTHORS: Pinho, Armando J.; Pratas, Diogo;
PUBLISHED: 2024, SOURCE: Data Compression Conference (DCC) in 2024 DATA COMPRESSION CONFERENCE, DCC
AUTHORS: Pinho, Armando J.; Pratas, Diogo;
PUBLISHED: 2024, SOURCE: Data Compression Conference (DCC) in 2024 DATA COMPRESSION CONFERENCE, DCC
