Fernando Bação

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 42

Top Topics

Spectral Signatures

Imbalanced Datasets

Literature Review

Top Venues

Expert Syst. Appl.

Int. J. Inf. Manag. Data Insights

Publications

Hugo Mentzingen, Nuno António, Fernando Bação, Márcio Cunha
Textual similarity for legal precedents discovery: Assessing the performance of machine learning techniques in an administrative court. Int. J. Inf. Manag. Data Insights 4 (2) (2024)
Haiping Si, Weixia Li, Nan Su, Tingting Li, Yanling Li, Chuanhu Zhang, Fernando Bação, Changxia Sun
A cross-chain access control mechanism based on blockchain and the threshold Paillier cryptosystem. Comput. Commun. 223 (2024)
Goncalo Almeida, Fernando Bação
UMAP-SMOTENC: A simple, efficient, and consistent alternative for privacy-aware synthetic data generation. Knowl. Based Syst. 300 (2024)
Stuart Gallina Ottersen, Flávio L. Pinheiro, Fernando Bação
Triplet extraction leveraging sentence transformers and dependency parsing. Array 21 (2024)
Abed Mutemi, Fernando Bação
Balancing act: Tackling organized retail fraud on e-commerce platforms with imbalanced learning text models. Int. J. Inf. Manag. Data Insights 4 (2) (2024)
Luís Camacho, Fernando Bação
WSMOTER: a novel approach for imbalanced regression. Appl. Intell. 54 (19) (2024)
Abed Mutemi, Fernando Bação
E-Commerce Fraud Detection Based on Machine Learning Techniques: Systematic Literature Review. Big Data Min. Anal. 7 (2) (2024)
David Silva, Fernando Bação
MapIntel: A visual analytics platform for competitive intelligence. Expert Syst. J. Knowl. Eng. 40 (10) (2023)
João Crisóstomo, Victor Sousa Lobo, Fernando Bação
Detecting Fraudulent Wallets in Ethereum Blockchain Combining Supervised and Unsupervised Techniques - Using Autoencoders and XGboost. BLOCKCHAIN (2023)
João Fonseca, Fernando Bação
Improving Active Learning Performance through the Use of Data Augmentation. Int. J. Intell. Syst. 2023 (2023)
João Fonseca, Fernando Bação
Tabular and latent space synthetic data generation: a literature review. J. Big Data 10 (1) (2023)
Hugo Mentzingen, Nuno António, Fernando Bação
Automation of Legal Precedents Retrieval: Findings from a Literature Review. Int. J. Intell. Syst. 2023 (2023)
João Fonseca, Fernando Bação
Geometric SMOTE for imbalanced datasets with nominal and continuous features. Expert Syst. Appl. 234 (2023)
Hugo Silva, Nuno Antonio, Fernando Bação
A Rapid Semi-automated Literature Review on Legal Precedents Retrieval. EPIA (2022)
Joao Fonseca, Fernando Bação
Research Trends and Applications of Data Augmentation Algorithms. CoRR (2022)
David Silva, Fernando Bação
MapIntel: Enhancing Competitive Intelligence Acquisition Through Embeddings and Visual Analytics. EPIA (2022)
Marcos S. Lyra, Bruno Damásio, Flávio L. Pinheiro, Fernando Bação
Fraud, corruption, and collusion in public procurement activities, a systematic literature review on data-driven methods. Appl. Netw. Sci. 7 (1) (2022)
Luís Camacho, Georgios Douzas, Fernando Bação
Geometric SMOTE for regression. Expert Syst. Appl. 193 (2022)
Marcos S. Lyra, Flávio L. Pinheiro, Fernando Bação
Public Procurement Fraud Detection: A Review Using Network Analysis. COMPLEX NETWORKS (2021)
Marcos Lyra, António Curado, Bruno Damásio, Fernando Bação, Flávio L. Pinheiro
Characterization of the firm-firm public procurement co-bidding network from the State of Ceará (Brazil) municipalities. Appl. Netw. Sci. 6 (1) (2021)
João Fonseca, Georgios Douzas, Fernando Bação
Improving Imbalanced Land Cover Classification with K-Means SMOTE: Detecting and Oversampling Distinctive Minority Spectral Signatures. Inf. 12 (7) (2021)
Marcos Lyra, António Curado, Bruno Damásio, Fernando Bação, Flávio L. Pinheiro
Characterization of the Firm-Firm Public Procurement Co-Bidding Network from the State of Ceará (Brazil) Municipalities. CoRR (2021)
Georgios Douzas, Rene Rauch, Fernando Bação
G-SOMO: An oversampling approach based on self-organized maps and geometric SMOTE. Expert Syst. Appl. 183 (2021)
Vitória Albuquerque, Miguel Sales Dias, Fernando Bação
Machine Learning Approaches to Bike-Sharing Systems: A Systematic Literature Review. ISPRS Int. J. Geo Inf. 10 (2) (2021)
João Fonseca, Georgios Douzas, Fernando Bação
Increasing the Effectiveness of Active Learning: Introducing Artificial Data Generation in Active Learning for Land Use/Land Cover Classification. Remote. Sens. 13 (13) (2021)
Yuyang Zhao, Fernando Bação
A comprehensive model integrating UTAUT and ECM with espoused cultural values for investigating users' continuance intention of using mobile payment. ICBDT (2020)
Fernando Bação, Maribel Yasmina Santos, Martin Behnisch
Spatial Data Science. ISPRS Int. J. Geo Inf. 9 (7) (2020)
Georgios Douzas, Fernando Bação, João Fonseca, Manvel Khudinyan
Imbalanced Learning in Land Cover Classification: Improving Minority Classes' Prediction Accuracy Using the Geometric SMOTE Algorithm. Remote. Sens. 11 (24) (2019)
Manuela Aparicio, Tiago Oliveira, Fernando Bação, Marco Painho
Gamification: A key determinant of massive open online course (MOOC) success. Inf. Manag. 56 (1) (2019)
Georgios Douzas, Fernando Bação
Geometric SMOTE a geometrically enhanced drop-in replacement for SMOTE. Inf. Sci. 501 (2019)
Georgios Douzas, Fernando Bação, Felix Last
Improving imbalanced learning through a heuristic oversampling method based on k-means and SMOTE. Inf. Sci. 465 (2018)
Georgios Douzas, Fernando Bação
Effective data generation for imbalanced learning using conditional generative adversarial networks. Expert Syst. Appl. 91 (2018)
Frederico Cruz-Jesus, Tiago Oliveira, Fernando Bação
The Global Digital Divide: Evidence and Drivers. J. Glob. Inf. Manag. 26 (2) (2018)
Felix Last, Georgios Douzas, Fernando Bação
Oversampling for Imbalanced Learning Based on K-Means and SMOTE. CoRR (2017)
Georgios Douzas, Fernando Bação
Geometric SMOTE: Effective oversampling for imbalanced learning through a geometric extension of SMOTE. CoRR (2017)
Joel Silva, Fernando Bação, Mario Caetano
Specific Land Cover Class Mapping by Semi-Supervised Weighted Support Vector Machines. Remote. Sens. 9 (2) (2017)
Frederico Cruz-Jesus, Tiago Oliveira, Fernando Bação, Zahir Irani
Assessing the pattern between economic and digital development of countries. Inf. Syst. Frontiers 19 (4) (2017)
Georgios Douzas, Fernando Bação
Self-Organizing Map Oversampling (SOMO) for imbalanced data set learning. Expert Syst. Appl. 82 (2017)
Manuela Aparicio, Fernando Bação, Tiago Oliveira
Grit in the path to e-learning success. Comput. Hum. Behav. 66 (2017)
Manuela Aparicio, Fernando Bação, Tiago Oliveira
An e-Learning Theoretical Framework. J. Educ. Technol. Soc. 19 (1) (2016)
Frederico Cruz-Jesus, María Rosalía Vicente, Fernando Bação, Tiago Oliveira
The education-related digital divide: An analysis for the EU-28. Comput. Hum. Behav. 56 (2016)
Manuela Aparicio, Fernando Bação, Tiago Oliveira
Cultural impacts on e-learning systems' success. Internet High. Educ. 31 (2016)
Manuela Aparicio, Fernando Bação, Tiago Oliveira
MOOC's business models: turning black swans into gray swans. ISDOC (2014)
Manuela Aparicio, Fernando Bação
e-learning concept trends. ISDOC (2013)
Frederico Cruz-Jesus, Tiago Oliveira, Fernando Bação
Digital divide across the European Union. Inf. Manag. 49 (6) (2012)
Roberto Henriques, Fernando Bação, Victor Sousa Lobo
Exploratory geospatial data analysis using the GeoSOM suite. Comput. Environ. Urban Syst. 36 (3) (2012)
Frederico Cruz-Jesus, Tiago Oliveira, Fernando Bação
Exploratory Factor Analysis for the Digital Divide: Evidence for the European Union - 27. CENTERIS (1) (2011)
Roberto Henriques, Fernando Bação, Victor Sousa Lobo
Carto-SOM: cartogram creation using self-organizing maps. Int. J. Geogr. Inf. Sci. 23 (4) (2009)
Roberto Henriques, Fernando Bação, Victor Sousa Lobo
GeoSOM Suite: A Tool for Spatial Clustering. ICCSA (1) (2009)
Roberto Henriques, Fernando Bação, Victor Sousa Lobo
Cartograms, Self-Organizing Maps, and Magnification Control. WSOM (2009)
Thales Sehn Körting, Leila Maria Garcia Fonseca, Fernando Bação
Expectation-Maximization x Self-Organizing Maps for Image Classification. SITIS (2008)
Victor Sousa Lobo, Fernando Bação, Miguel Loureiro
Density Based Fuzzy Membership Functions in the Context of Geocomputation. International Conference on Computational Science (2) (2007)
Fernando Bação, Victor Sousa Lobo, Marco Painho
The self-organizing map, the Geo-SOM, and relevant variants for geosciences. Comput. Geosci. 31 (2) (2005)
Fernando Bação, Victor Sousa Lobo, Marco Painho
Applying genetic algorithms to zone design. Soft Comput. 9 (5) (2005)
Marco Painho, Athanasios V. Vasilakos, Fernando Bação, Witold Pedrycz
Exploring spatial data through computational intelligence: a joint perspective. Soft Comput. 9 (5) (2005)
Fernando Bação, Victor Sousa Lobo, Marco Painho
Self-organizing Maps as Substitutes for K-Means Clustering. International Conference on Computational Science (3) (2005)
Fernando Bação, Victor Sousa Lobo, Marco Painho
Geo-Self-OrganizingMap (Geo-SOM) for Building and Exploring Homogeneous Regions. GIScience (2004)