Fernando José Ferreira Lucas Bação
AuthID: R-000-506
1
TITLE: 1 imbalanced-learn-extra: A Python Package for Novel Oversampling Algorithms
AUTHORS: GEORGIOS DOUZAS; FERNANDO BACAO;
PUBLISHED: 2026, SOURCE: Journal of Open Research Software, VOLUME: 14, ISSUE: 1
AUTHORS: GEORGIOS DOUZAS; FERNANDO BACAO;
PUBLISHED: 2026, SOURCE: Journal of Open Research Software, VOLUME: 14, ISSUE: 1
2
TITLE: Construction site object detection with active transfer learning and weighted adaptive uncertainty-diversity sampling using a small imbalanced dataset Full Text
AUTHORS: Mannem, Karunakar Reddy; Mengiste, Eyob; Vardhan, Dhanu; de Soto, Borja Garcia; Bacao, Fernando;
PUBLISHED: 2026, SOURCE: AUTOMATION IN CONSTRUCTION, VOLUME: 183
AUTHORS: Mannem, Karunakar Reddy; Mengiste, Eyob; Vardhan, Dhanu; de Soto, Borja Garcia; Bacao, Fernando;
PUBLISHED: 2026, SOURCE: AUTOMATION IN CONSTRUCTION, VOLUME: 183
3
TITLE: Modelling car dependence: Pathways to sustainable urban mobility
AUTHORS: Yadav, Adarsh; Jin, Tanhua; Barros, Joana; Koomen, Eric; Bacao, Fernando;
PUBLISHED: 2026, SOURCE: CITIES, VOLUME: 173
AUTHORS: Yadav, Adarsh; Jin, Tanhua; Barros, Joana; Koomen, Eric; Bacao, Fernando;
PUBLISHED: 2026, SOURCE: CITIES, VOLUME: 173
4
TITLE: SmartContractTransformer-GAN (SCT-GAN): A Framework for Smart Contract Vulnerability Detection and Synthetic Generation
AUTHORS: João Crisóstomo; Fernando Bacao; Victor Lobo;
PUBLISHED: 2026
AUTHORS: João Crisóstomo; Fernando Bacao; Victor Lobo;
PUBLISHED: 2026
5
TITLE: Unequal AI readiness: institutional and digital disparities in e-government across the European Union
AUTHORS: Amaral, Eduardo; Naranjo Zolotov, Mijail; Bacao, Fernando;
PUBLISHED: 2026, SOURCE: TELEMATICS AND INFORMATICS, VOLUME: 107
AUTHORS: Amaral, Eduardo; Naranjo Zolotov, Mijail; Bacao, Fernando;
PUBLISHED: 2026, SOURCE: TELEMATICS AND INFORMATICS, VOLUME: 107
6
TITLE: Machine learning methods for detecting smart contracts vulnerabilities within Ethereum blockchain - A review Full Text
AUTHORS: Crisostomo, Joao; Bacao, Fernando; Lobo, Victor;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 268
AUTHORS: Crisostomo, Joao; Bacao, Fernando; Lobo, Victor;
PUBLISHED: 2025, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 268
INDEXED IN: 
Scopus 
WOS
Scopus WOS7
TITLE: Effectiveness in retrieving legal precedents: exploring text summarization and cutting-edge language models toward a cost-efficient approach Full Text
AUTHORS: Mentzingen, Hugo; Antonio, Nuno; Bacao, Fernando;
PUBLISHED: 2025, SOURCE: ARTIFICIAL INTELLIGENCE AND LAW
AUTHORS: Mentzingen, Hugo; Antonio, Nuno; Bacao, Fernando;
PUBLISHED: 2025, SOURCE: ARTIFICIAL INTELLIGENCE AND LAW
8
TITLE: Research on Structural Variation Detection Methods of Wheat Genome Based on Deep Learning
AUTHORS: Haiping Shi; Yanling Li; Zijing Dong; Yuhong Li; Fernando Bacao;
PUBLISHED: 2025, SOURCE: Journal of Combinatorial Mathematics and Combinatorial Computing, VOLUME: 127 b
AUTHORS: Haiping Shi; Yanling Li; Zijing Dong; Yuhong Li; Fernando Bacao;
PUBLISHED: 2025, SOURCE: Journal of Combinatorial Mathematics and Combinatorial Computing, VOLUME: 127 b
INDEXED IN: Scopus
Scopus IN MY: 
ORCID
ORCID9
TITLE: Unveiling legal complexity: a systematic review on the visual analytics of legal corpora Full Text
AUTHORS: Hugo Mentzingen; Nuno António; Fernando Bacao;
PUBLISHED: 2025, SOURCE: International Review of Law, Computers and Technology
AUTHORS: Hugo Mentzingen; Nuno António; Fernando Bacao;
PUBLISHED: 2025, SOURCE: International Review of Law, Computers and Technology
10
TITLE: Weighted adaptive active transfer learning for imbalanced multi-object classification in construction site imagery
AUTHORS: Mannem, Karunakar Reddy; Prieto, Samuel A.; de Soto, Borja Garcia; Bacao, Fernando;
PUBLISHED: 2025, SOURCE: AUTOMATION IN CONSTRUCTION, VOLUME: 176
AUTHORS: Mannem, Karunakar Reddy; Prieto, Samuel A.; de Soto, Borja Garcia; Bacao, Fernando;
PUBLISHED: 2025, SOURCE: AUTOMATION IN CONSTRUCTION, VOLUME: 176
