Fernando Bação

According to our database, Fernando Bação authored at least 60 papers between 2004 and 2025.

Collaborative distances:

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

2025

Using genetic programming to improve data collection for offline reinforcement learning.

David Halder, Georgios Douzas, Fernando Bação

Swarm Evol. Comput., 2025

Machine learning methods for detecting smart contracts vulnerabilities within Ethereum blockchain - A review.

João Crisóstomo, Fernando Bação, Victor Sousa Lobo

Expert Syst. Appl., 2025

2024

Correction to: WSMOTER: a novel approach for imbalanced regression.

Luís Camacho, Fernando Bação

Appl. Intell., November, 2024

WSMOTER: a novel approach for imbalanced regression.

Luís Camacho, Fernando Bação

Appl. Intell., October, 2024

Triplet extraction leveraging sentence transformers and dependency parsing.

Stuart Gallina Ottersen, Flávio L. Pinheiro, Fernando Bação

Array, March, 2024

UMAP-SMOTENC: A simple, efficient, and consistent alternative for privacy-aware synthetic data generation.

Goncalo Almeida, Fernando Bação

Knowl. Based Syst., 2024

Balancing act: Tackling organized retail fraud on e-commerce platforms with imbalanced learning text models.

Abed Mutemi, Fernando Bação

Int. J. Inf. Manag. Data Insights, 2024

Textual similarity for legal precedents discovery: Assessing the performance of machine learning techniques in an administrative court.

Hugo Mentzingen, Nuno António, Fernando Bação, Márcio Cunha

Int. J. Inf. Manag. Data Insights, 2024

A cross-chain access control mechanism based on blockchain and the threshold Paillier cryptosystem.

Haiping Si, Weixia Li, Nan Su, Tingting Li, Yanling Li, Chuanhu Zhang, Fernando Bação, Changxia Sun

Comput. Commun., 2024

E-Commerce Fraud Detection Based on Machine Learning Techniques: Systematic Literature Review.

Abed Mutemi, Fernando Bação

Big Data Min. Anal., 2024

2023

Tabular and latent space synthetic data generation: a literature review.

João Fonseca, Fernando Bação

J. Big Data, December, 2023

Geometric SMOTE for imbalanced datasets with nominal and continuous features.

João Fonseca, Fernando Bação

Expert Syst. Appl., December, 2023

MapIntel: A visual analytics platform for competitive intelligence.

David Silva, Fernando Bação

Expert Syst. J. Knowl. Eng., December, 2023

A secure cross-domain interaction scheme for blockchain-based intelligent transportation systems.

Haiping Si, Weixia Li, Qingyi Wang, Haohao Cao, Fernando Bação, Changxia Sun

PeerJ Comput. Sci., 2023

Automation of Legal Precedents Retrieval: Findings from a Literature Review.

Hugo Mentzingen, Nuno António, Fernando Bação

Int. J. Intell. Syst., 2023

Improving Active Learning Performance through the Use of Data Augmentation.

João Fonseca, Fernando Bação

Int. J. Intell. Syst., 2023

Detecting Fraudulent Wallets in Ethereum Blockchain Combining Supervised and Unsupervised Techniques - Using Autoencoders and XGboost.

João Crisóstomo, Victor Sousa Lobo, Fernando Bação

Proceedings of the Blockchain and Applications, 5th International Congress, 2023

2022

Geometric SMOTE for regression.

Luís Camacho, Georgios Douzas, Fernando Bação

Expert Syst. Appl., 2022

Research Trends and Applications of Data Augmentation Algorithms.

João Fonseca, Fernando Bação

CoRR, 2022

Fraud, corruption, and collusion in public procurement activities, a systematic literature review on data-driven methods.

Marcos S. Lyra, Bruno Damásio, Flávio L. Pinheiro, Fernando Bação

Appl. Netw. Sci., 2022

MapIntel: Enhancing Competitive Intelligence Acquisition Through Embeddings and Visual Analytics.

David Silva, Fernando Bação

Proceedings of the Progress in Artificial Intelligence, 2022

A Rapid Semi-automated Literature Review on Legal Precedents Retrieval.

Hugo Silva, Nuno António, Fernando Bação

Proceedings of the Progress in Artificial Intelligence, 2022

2021

Increasing the Effectiveness of Active Learning: Introducing Artificial Data Generation in Active Learning for Land Use/Land Cover Classification.

João Fonseca, Georgios Douzas, Fernando Bação

Remote. Sens., 2021

Improving Imbalanced Land Cover Classification with K-Means SMOTE: Detecting and Oversampling Distinctive Minority Spectral Signatures.

João Fonseca, Georgios Douzas, Fernando Bação

Inf., 2021

Machine Learning Approaches to Bike-Sharing Systems: A Systematic Literature Review.

Vitória Albuquerque, Miguel Sales Dias, Fernando Bação

ISPRS Int. J. Geo Inf., 2021

G-SOMO: An oversampling approach based on self-organized maps and geometric SMOTE.

Georgios Douzas, Rene Rauch, Fernando Bação

Expert Syst. Appl., 2021

Characterization of the firm-firm public procurement co-bidding network from the State of Ceará (Brazil) municipalities.

Marcos S. Lyra, António Curado, Bruno Damásio, Fernando Bação, Flávio L. Pinheiro

Appl. Netw. Sci., 2021

Public Procurement Fraud Detection: A Review Using Network Analysis.

Marcos S. Lyra, Flávio L. Pinheiro, Fernando Bação

Proceedings of the Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021

2020

Spatial Data Science.

Fernando Bação, Maribel Yasmina Santos, Martin Behnisch

ISPRS Int. J. Geo Inf., 2020

A comprehensive model integrating UTAUT and ECM with espoused cultural values for investigating users' continuance intention of using mobile payment.

Yuyang Zhao, Fernando Bação

Proceedings of the ICBDT 2020: 3rd International Conference on Big Data Technologies, 2020

2019

Imbalanced Learning in Land Cover Classification: Improving Minority Classes' Prediction Accuracy Using the Geometric SMOTE Algorithm.

Georgios Douzas, Fernando Bação, João Fonseca, Manvel Khudinyan

Remote. Sens., 2019

Geometric SMOTE a geometrically enhanced drop-in replacement for SMOTE.

Georgios Douzas, Fernando Bação

Inf. Sci., 2019

Gamification: A key determinant of massive open online course (MOOC) success.

Manuela Aparicio, Tiago Oliveira, Fernando Bação, Marco Painho

Inf. Manag., 2019

2018

The Global Digital Divide: Evidence and Drivers.

Frederico Cruz-Jesus, Tiago Oliveira, Fernando Bação

J. Glob. Inf. Manag., 2018

Improving imbalanced learning through a heuristic oversampling method based on k-means and SMOTE.

Georgios Douzas, Fernando Bação, Felix Last

Inf. Sci., 2018

Effective data generation for imbalanced learning using conditional generative adversarial networks.

Georgios Douzas, Fernando Bação

Expert Syst. Appl., 2018

2017

Specific Land Cover Class Mapping by Semi-Supervised Weighted Support Vector Machines.

Joel Silva, Fernando Bação, Mario Caetano

Remote. Sens., 2017

Assessing the pattern between economic and digital development of countries.

Frederico Cruz-Jesus, Tiago Oliveira, Fernando Bação, Zahir Irani

Inf. Syst. Frontiers, 2017

Self-Organizing Map Oversampling (SOMO) for imbalanced data set learning.

Georgios Douzas, Fernando Bação

Expert Syst. Appl., 2017

Oversampling for Imbalanced Learning Based on K-Means and SMOTE.

Felix Last, Georgios Douzas, Fernando Bação

CoRR, 2017

Geometric SMOTE: Effective oversampling for imbalanced learning through a geometric extension of SMOTE.

Georgios Douzas, Fernando Bação

CoRR, 2017

Grit in the path to e-learning success.

Manuela Aparicio, Fernando Bação, Tiago Oliveira

Comput. Hum. Behav., 2017

2016

Cultural impacts on e-learning systems' success.

Manuela Aparicio, Fernando Bação, Tiago Oliveira

Internet High. Educ., 2016

An e-Learning Theoretical Framework.

Manuela Aparicio, Fernando Bação, Tiago Oliveira

J. Educ. Technol. Soc., 2016

The education-related digital divide: An analysis for the EU-28.

Frederico Cruz-Jesus, María Rosalía Vicente, Fernando Bação, Tiago Oliveira

Comput. Hum. Behav., 2016

2014

MOOC's business models: turning black swans into gray swans.

Manuela Aparicio, Fernando Bação, Tiago Oliveira

Proceedings of the ISDOC 2014, 2014

2013

e-learning concept trends.

Manuela Aparicio, Fernando Bação

Proceedings of the ISDOC 2013 International Conference on Information Systems and Design of Communication, 2013

2012

Exploratory geospatial data analysis using the GeoSOM suite.

Roberto Henriques, Fernando Bação, Victor Sousa Lobo

Comput. Environ. Urban Syst., 2012

Digital divide across the European Union.

Frederico Cruz-Jesus, Tiago Oliveira, Fernando Bação

Inf. Manag., 2012

2011

Exploratory Factor Analysis for the Digital Divide: Evidence for the European Union - 27.

Frederico Cruz-Jesus, Tiago Oliveira, Fernando Bação

Proceedings of the ENTERprise Information Systems - International Conference, 2011

2009

Carto-SOM: cartogram creation using self-organizing maps.

Roberto Henriques, Fernando Bação, Victor Sousa Lobo

Int. J. Geogr. Inf. Sci., 2009

Cartograms, Self-Organizing Maps, and Magnification Control.

Roberto Henriques, Fernando Bação, Victor Sousa Lobo

Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

GeoSOM Suite: A Tool for Spatial Clustering.

Roberto Henriques, Fernando Bação, Victor Sousa Lobo

Proceedings of the Computational Science and Its Applications, 2009

2008

Expectation-Maximization x Self-Organizing Maps for Image Classification.

Thales Sehn Körting, Leila Maria Garcia Fonseca, Fernando Bação

Proceedings of the 4th IEEE International Conference on Signal Image Technology and Internet Based Systems, 2008

2007

Density Based Fuzzy Membership Functions in the Context of Geocomputation.

Victor Sousa Lobo, Fernando Bação, Miguel Loureiro

Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

2005

Exploring spatial data through computational intelligence: a joint perspective.

Marco Painho, Athanasios V. Vasilakos, Fernando Bação, Witold Pedrycz

Soft Comput., 2005

Applying genetic algorithms to zone design.

Fernando Bação, Victor Sousa Lobo, Marco Painho

Soft Comput., 2005

The self-organizing map, the Geo-SOM, and relevant variants for geosciences.

Fernando Bação, Victor Sousa Lobo, Marco Painho

Comput. Geosci., 2005

Self-organizing Maps as Substitutes for K-Means Clustering.

Fernando Bação, Victor Sousa Lobo, Marco Painho

Proceedings of the Computational Science, 2005

2004

Geo-Self-OrganizingMap (Geo-SOM) for Building and Exploring Homogeneous Regions.

Fernando Bação, Victor Sousa Lobo, Marco Painho

Proceedings of the Geographic Information Science, Third International Conference, 2004