Research output per year
Research output per year
Personal profile
Research interests
Main areas of research:geographic information science, geographic information systems, decision support systems, data mining and knowledge discovery, self-organizing maps and information visualization. Current topics of research: development of geo-relevant tools based on the Self-Organizing Map (SOM).
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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BDMFuse: Multi-scale network fusion for infrared and visible images based on base and detail features
Si, H-P., Zhao, W-R., Li, T-T., Li, F-T., Bação, F., Sun, C-X. & Li, Y-L., 25 Apr 2025, In: Journal of Infrared and Millimeter Waves. 44, 2, p. 275-284 10 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure) -
Counterfactual synthetic minority oversampling technique: Solving healthcare’s imbalanced learning challenge
Almeida, G. & Bação, F., 3 Feb 2025, (E-pub ahead of print) In: Data Science and Management.Research output: Contribution to journal › Article › peer-review
Open Access -
Effectiveness in Retrieving Legal Precedents: Exploring Text Summarization and Cutting-Edge Language Models Toward a Cost-Efficient Approach
Mentzingen, H., António, N. & Bação, F., 20 Feb 2025, (E-pub ahead of print) In: Artificial Intelligence and Law. 21 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Downloads (Pure) -
Machine learning methods for detecting smart contracts vulnerabilities within Ethereum blockchain: A review
Crisóstomo, J., Bação, F. & Lobo, V., 5 Apr 2025, In: Expert Systems with Applications. 268, p. 1-16 16 p., 126353.Research output: Contribution to journal › Review article › peer-review
Open AccessFile1 Citation (Scopus)49 Downloads (Pure) -
Research on Structural Variation Detection Methods of Wheat Genome Based on Deep Learning
Shi, H., Li, Y., Dong, Z., Li, Y. & Bação, F., Jun 2025, In: Journal of Combinatorial Mathematics and Combinatorial Computing. 127b, p. 7229-7244 16 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile
Datasets
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[Software] 2023-active-learning-augmentation
Fonseca, J. (Creator) & Bação, F. (Supervisor), GitHub, 13 Apr 2023
https://github.com/joaopfonseca/publications/tree/master/2023-active-learning-augmentation
Dataset
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Characterization of the Firm-Firm Public Procurement Co-Bidding Network from the State of Ceará (Brazil) Municipalities
Lyra, M. D. S. (Data Collector), Curado, A. (Data Collector), Damásio, B. (Data Collector), Bação, F. (Data Collector) & Pinheiro, F. L. (Data Manager), Springer Verlag, 15 Apr 2021
https://figshare.com/s/0366318e1c881f5a2ce0?file=27562034
Dataset
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[Software+Dataset] paper-cost-efficient-approach
Mentzingen, H. (Creator), António, N. (Creator) & Bação, F. (Creator), GitHub, 9 Feb 2025
https://github.com/hugosaisse/paper-cost-efficient-approach
Dataset
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UMAP-SMOTENC
Almeida, G. (Creator) & Bação, F. (Supervisor), GitHub, 16 Apr 2024
https://github.com/gdalmeida99/UMAP-SMOTENC
Dataset
Press/Media
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Fernando Bação, Nova IMS: «Na nossa área de trabalho, o nível de desemprego é zero»
24/06/24
1 Media contribution
Press/Media: Research