Fernando José Ferreira Lucas Bação
AuthID: R-000-506
1
TITLE: Counterfactual synthetic minority oversampling technique: solving healthcare’s imbalanced learning challenge
AUTHORS: Goncalo Almeida; Fernando Bacao;
PUBLISHED: 2025, SOURCE: Data Science and Management
AUTHORS: Goncalo Almeida; Fernando Bacao;
PUBLISHED: 2025, SOURCE: Data Science and Management
2
TITLE: Effectiveness in retrieving legal precedents: exploring text summarization and cutting-edge language models toward a cost-efficient approach Full Text
AUTHORS: Hugo Mentzingen; Nuno António; Fernando Bacao;
PUBLISHED: 2025, SOURCE: Artificial Intelligence and Law
AUTHORS: Hugo Mentzingen; Nuno António; Fernando Bacao;
PUBLISHED: 2025, SOURCE: Artificial Intelligence and Law
3
TITLE: Triplet extraction leveraging sentence transformers and dependency parsing
AUTHORS: Ottersen, Stuart Gallina; Pinheiro, Flavio; Bacao, Fernando;
PUBLISHED: 2024, SOURCE: ARRAY, VOLUME: 21
AUTHORS: Ottersen, Stuart Gallina; Pinheiro, Flavio; Bacao, Fernando;
PUBLISHED: 2024, SOURCE: ARRAY, VOLUME: 21
4
TITLE: Topic Modeling: A Consistent Framework for Comparative Studies
AUTHORS: Ana Amaro; Fernando Bacao;
PUBLISHED: 2024, SOURCE: Emerging Science Journal, VOLUME: 8, ISSUE: 1
AUTHORS: Ana Amaro; Fernando Bacao;
PUBLISHED: 2024, SOURCE: Emerging Science Journal, VOLUME: 8, ISSUE: 1
5
TITLE: E-Commerce Fraud Detection Based on Machine Learning Techniques: Systematic Literature Review
AUTHORS: Mutemi, Abed; Bacao, Fernando;
PUBLISHED: 2024, SOURCE: BIG DATA MINING AND ANALYTICS, VOLUME: 7, ISSUE: 2
AUTHORS: Mutemi, Abed; Bacao, Fernando;
PUBLISHED: 2024, SOURCE: BIG DATA MINING AND ANALYTICS, VOLUME: 7, ISSUE: 2
6
TITLE: Textual similarity for legal precedents discovery: Assessing the performance of machine learning techniques in an administrative court
AUTHORS: Hugo Mentzingen; Nuno António; Fernando Bacao; Marcio Cunha;
PUBLISHED: 2024, SOURCE: International Journal of Information Management Data Insights, VOLUME: 4, ISSUE: 2
AUTHORS: Hugo Mentzingen; Nuno António; Fernando Bacao; Marcio Cunha;
PUBLISHED: 2024, SOURCE: International Journal of Information Management Data Insights, VOLUME: 4, ISSUE: 2
7
TITLE: Balancing act: Tackling organized retail fraud on e-commerce platforms with imbalanced learning text models
AUTHORS: Abed Mutemi; Fernando Bacao;
PUBLISHED: 2024, SOURCE: International Journal of Information Management Data Insights, VOLUME: 4, ISSUE: 2
AUTHORS: Abed Mutemi; Fernando Bacao;
PUBLISHED: 2024, SOURCE: International Journal of Information Management Data Insights, VOLUME: 4, ISSUE: 2
8
TITLE: UMAP-SMOTENC: A simple, efficient, and consistent alternative for privacy-aware synthetic data generation Full Text
AUTHORS: Almeida, Goncalo; Bacao, Fernando;
PUBLISHED: 2024, SOURCE: KNOWLEDGE-BASED SYSTEMS, VOLUME: 300
AUTHORS: Almeida, Goncalo; Bacao, Fernando;
PUBLISHED: 2024, SOURCE: KNOWLEDGE-BASED SYSTEMS, VOLUME: 300
9
TITLE: WSMOTER: a novel approach for imbalanced regression Full Text
AUTHORS: Camacho, Luis; Bacao, Fernando;
PUBLISHED: 2024, SOURCE: APPLIED INTELLIGENCE
AUTHORS: Camacho, Luis; Bacao, Fernando;
PUBLISHED: 2024, SOURCE: APPLIED INTELLIGENCE
10
TITLE: Correction to: WSMOTER: a novel approach for imbalanced regression (Applied Intelligence, (2024), 54, 19, (8789-8799), 10.1007/s10489-024-05608-6)
AUTHORS: Luís Camacho; Fernando Bacao;
PUBLISHED: 2024, SOURCE: Applied Intelligence
AUTHORS: Luís Camacho; Fernando Bacao;
PUBLISHED: 2024, SOURCE: Applied Intelligence
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