Fernando Bação

63 papers Misc 4Journal 48Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Revealing Process Structure in Urban Mobility Networks. CoRR Khristina Filonchik, Jose Pedro Pinto, Flávio L. Pinheiro, Fernando Bação
2025	J	`jnl`	Machine learning methods for detecting smart contracts vulnerabilities within Ethereum blockchain - A review. Expert Syst. Appl. João Crisóstomo, Fernando Bação, Victor Sousa Lobo
2025	J	`jnl`	Using genetic programming to improve data collection for offline reinforcement learning. Swarm Evol. Comput. David Halder, Georgios Douzas, Fernando Bação
2024	J	`jnl`	A cross-chain access control mechanism based on blockchain and the threshold Paillier cryptosystem. Comput. Commun. Haiping Si, Weixia Li, Nan Su, Tingting Li, Yanling Li, Chuanhu Zhang, Fernando Bação, Changxia Sun
2024	J	`jnl`	Balancing act: Tackling organized retail fraud on e-commerce platforms with imbalanced learning text models. Int. J. Inf. Manag. Data Insights Abed Mutemi, Fernando Bação
2024	J	`jnl`	Correction to: WSMOTER: a novel approach for imbalanced regression. Appl. Intell. Luís Camacho, Fernando Bação
2024	J	`jnl`	E-Commerce Fraud Detection Based on Machine Learning Techniques: Systematic Literature Review. Big Data Min. Anal. Abed Mutemi, Fernando Bação
2024	J	`jnl`	Textual similarity for legal precedents discovery: Assessing the performance of machine learning techniques in an administrative court. Int. J. Inf. Manag. Data Insights Hugo Mentzingen, Nuno Antonio, Fernando Bação, Márcio Cunha
2024	J	`jnl`	Triplet extraction leveraging sentence transformers and dependency parsing. Array Stuart Gallina Ottersen, Flávio L. Pinheiro, Fernando Bação
2024	J	`jnl`	UMAP-SMOTENC: A simple, efficient, and consistent alternative for privacy-aware synthetic data generation. Knowl. Based Syst. Goncalo Almeida, Fernando Bação
2024	J	`jnl`	WSMOTER: a novel approach for imbalanced regression. Appl. Intell. Luís Camacho, Fernando Bação
2023	J	`jnl`	A secure cross-domain interaction scheme for blockchain-based intelligent transportation systems. PeerJ Comput. Sci. Haiping Si, Weixia Li, Qingyi Wang, Haohao Cao, Fernando Bação, Changxia Sun
2023	J	`jnl`	Automation of Legal Precedents Retrieval: Findings from a Literature Review. Int. J. Intell. Syst. Hugo Mentzingen, Nuno Antonio, Fernando Bação
2023	—	`conf`	Detecting Fraudulent Wallets in Ethereum Blockchain Combining Supervised and Unsupervised Techniques - Using Autoencoders and XGboost. BLOCKCHAIN João Crisóstomo, Victor Sousa Lobo, Fernando Bação
2023	J	`jnl`	Geometric SMOTE for imbalanced datasets with nominal and continuous features. Expert Syst. Appl. João Fonseca, Fernando Bação
2023	J	`jnl`	Improving Active Learning Performance through the Use of Data Augmentation. Int. J. Intell. Syst. João Fonseca, Fernando Bação
2023	J	`jnl`	MapIntel: A visual analytics platform for competitive intelligence. Expert Syst. J. Knowl. Eng. David Silva, Fernando Bação
2023	J	`jnl`	Tabular and latent space synthetic data generation: a literature review. J. Big Data João Fonseca, Fernando Bação
2022	Misc	`conf`	A Rapid Semi-automated Literature Review on Legal Precedents Retrieval. EPIA Hugo Silva, Nuno Antonio, Fernando Bação
2022	J	`jnl`	Fraud, corruption, and collusion in public procurement activities, a systematic literature review on data-driven methods. Appl. Netw. Sci. Marcos S. Lyra, Bruno Damásio, Flávio L. Pinheiro, Fernando Bação
2022	J	`jnl`	Geometric SMOTE for regression. Expert Syst. Appl. Luís Camacho, Georgios Douzas, Fernando Bação
2022	Misc	`conf`	MapIntel: Enhancing Competitive Intelligence Acquisition Through Embeddings and Visual Analytics. EPIA David Silva, Fernando Bação
2022	J	`jnl`	Research Trends and Applications of Data Augmentation Algorithms. CoRR João Fonseca, Fernando Bação
2021	J	`jnl`	Characterization of the Firm-Firm Public Procurement Co-Bidding Network from the State of Ceará (Brazil) Municipalities. CoRR Marcos S. Lyra, António Curado, Bruno Damásio, Fernando Bação, Flávio L. Pinheiro
2021	J	`jnl`	Characterization of the firm-firm public procurement co-bidding network from the State of Ceará (Brazil) municipalities. Appl. Netw. Sci. Marcos S. Lyra, António Curado, Bruno Damásio, Fernando Bação, Flávio L. Pinheiro
2021	J	`jnl`	G-SOMO: An oversampling approach based on self-organized maps and geometric SMOTE. Expert Syst. Appl. Georgios Douzas, Rene Rauch, Fernando Bação
2021	J	`jnl`	Improving Imbalanced Land Cover Classification with K-Means SMOTE: Detecting and Oversampling Distinctive Minority Spectral Signatures. Inf. João Fonseca, Georgios Douzas, Fernando Bação
2021	J	`jnl`	Increasing the Effectiveness of Active Learning: Introducing Artificial Data Generation in Active Learning for Land Use/Land Cover Classification. Remote. Sens. João Fonseca, Georgios Douzas, Fernando Bação
2021	J	`jnl`	Machine Learning Approaches to Bike-Sharing Systems: A Systematic Literature Review. ISPRS Int. J. Geo Inf. Vitória Albuquerque, Miguel Sales Dias, Fernando Bação
2021	—	`conf`	Public Procurement Fraud Detection: A Review Using Network Analysis. COMPLEX NETWORKS Marcos S. Lyra, Flávio L. Pinheiro, Fernando Bação
2020	—	`conf`	A comprehensive model integrating UTAUT and ECM with espoused cultural values for investigating users' continuance intention of using mobile payment. ICBDT Yuyang Zhao, Fernando Bação
2020	J	`jnl`	Spatial Data Science. ISPRS Int. J. Geo Inf. Fernando Bação, Maribel Yasmina Santos, Martin Behnisch
2019	J	`jnl`	Gamification: A key determinant of massive open online course (MOOC) success. Inf. Manag. Manuela Aparicio, Tiago Oliveira, Fernando Bação, Marco Painho
2019	J	`jnl`	Geometric SMOTE a geometrically enhanced drop-in replacement for SMOTE. Inf. Sci. Georgios Douzas, Fernando Bação
2019	J	`jnl`	Imbalanced Learning in Land Cover Classification: Improving Minority Classes' Prediction Accuracy Using the Geometric SMOTE Algorithm. Remote. Sens. Georgios Douzas, Fernando Bação, João Fonseca, Manvel Khudinyan
2018	J	`jnl`	Effective data generation for imbalanced learning using conditional generative adversarial networks. Expert Syst. Appl. Georgios Douzas, Fernando Bação
2018	J	`jnl`	Improving imbalanced learning through a heuristic oversampling method based on k-means and SMOTE. Inf. Sci. Georgios Douzas, Fernando Bação, Felix Last
2018	J	`jnl`	The Global Digital Divide: Evidence and Drivers. J. Glob. Inf. Manag. Frederico Cruz-Jesus, Tiago Oliveira, Fernando Bação
2017	J	`jnl`	Assessing the pattern between economic and digital development of countries. Inf. Syst. Frontiers Frederico Cruz-Jesus, Tiago Oliveira, Fernando Bação, Zahir Irani
2017	J	`jnl`	Geometric SMOTE: Effective oversampling for imbalanced learning through a geometric extension of SMOTE. CoRR Georgios Douzas, Fernando Bação
2017	J	`jnl`	Grit in the path to e-learning success. Comput. Hum. Behav. Manuela Aparicio, Fernando Bação, Tiago Oliveira
2017	J	`jnl`	Oversampling for Imbalanced Learning Based on K-Means and SMOTE. CoRR Felix Last, Georgios Douzas, Fernando Bação
2017	J	`jnl`	Self-Organizing Map Oversampling (SOMO) for imbalanced data set learning. Expert Syst. Appl. Georgios Douzas, Fernando Bação
2017	J	`jnl`	Specific Land Cover Class Mapping by Semi-Supervised Weighted Support Vector Machines. Remote. Sens. Joel Silva, Fernando Bação, Mario Caetano
2016	J	`jnl`	An e-Learning Theoretical Framework. J. Educ. Technol. Soc. Manuela Aparicio, Fernando Bação, Tiago Oliveira
2016	J	`jnl`	Cultural impacts on e-learning systems' success. Internet High. Educ. Manuela Aparicio, Fernando Bação, Tiago Oliveira
2016	J	`jnl`	The education-related digital divide: An analysis for the EU-28. Comput. Hum. Behav. Frederico Cruz-Jesus, María Rosalía Vicente, Fernando Bação, Tiago Oliveira
2015	—	`ed.`	AGILE 2015 - Geographic Information Science as an Enabler of Smarter Cities and Communities, Lisboa, Portugal, 9-12 June 2015 AGILE Conf. Fernando Bação, Maribel Yasmina Santos, Marco Painho
2014	—	`conf`	MOOC's business models: turning black swans into gray swans. ISDOC Manuela Aparicio, Fernando Bação, Tiago Oliveira
2013	—	`conf`	e-learning concept trends. ISDOC Manuela Aparicio, Fernando Bação
2012	J	`jnl`	Digital divide across the European Union. Inf. Manag. Frederico Cruz-Jesus, Tiago Oliveira, Fernando Bação
2012	J	`jnl`	Exploratory geospatial data analysis using the GeoSOM suite. Comput. Environ. Urban Syst. Roberto Henriques, Fernando Bação, Victor Sousa Lobo
2011	—	`conf`	Exploratory Factor Analysis for the Digital Divide: Evidence for the European Union - 27. CENTERIS (1) Frederico Cruz-Jesus, Tiago Oliveira, Fernando Bação
2009	J	`jnl`	Carto-SOM: cartogram creation using self-organizing maps. Int. J. Geogr. Inf. Sci. Roberto Henriques, Fernando Bação, Victor Sousa Lobo
2009	—	`conf`	Cartograms, Self-Organizing Maps, and Magnification Control. WSOM Roberto Henriques, Fernando Bação, Victor Sousa Lobo
2009	—	`conf`	GeoSOM Suite: A Tool for Spatial Clustering. ICCSA (1) Roberto Henriques, Fernando Bação, Victor Sousa Lobo
2008	—	`conf`	Expectation-Maximization x Self-Organizing Maps for Image Classification. SITIS Thales Sehn Körting, Leila Maria Garcia Fonseca, Fernando Bação
2007	Misc	`conf`	Density Based Fuzzy Membership Functions in the Context of Geocomputation. International Conference on Computational Science (2) Victor Sousa Lobo, Fernando Bação, Miguel Loureiro
2005	J	`jnl`	Applying genetic algorithms to zone design. Soft Comput. Fernando Bação, Victor Sousa Lobo, Marco Painho
2005	J	`jnl`	Exploring spatial data through computational intelligence: a joint perspective. Soft Comput. Marco Painho, Athanasios V. Vasilakos, Fernando Bação, Witold Pedrycz
2005	Misc	`conf`	Self-organizing Maps as Substitutes for K-Means Clustering. International Conference on Computational Science (3) Fernando Bação, Victor Sousa Lobo, Marco Painho
2005	J	`jnl`	The self-organizing map, the Geo-SOM, and relevant variants for geosciences. Comput. Geosci. Fernando Bação, Victor Sousa Lobo, Marco Painho
2004	—	`conf`	Geo-Self-OrganizingMap (Geo-SOM) for Building and Exploring Homogeneous Regions. GIScience Fernando Bação, Victor Sousa Lobo, Marco Painho