Fernando Bação
Impact in
- Information Systems and Management top 0.5%
- Technology Adoption and User Behaviour
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- Online Learning and Analytics
Papers in
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- Imbalanced Data Classification Techniques 20
- Machine Learning and Data Classification 8
- Co-authors
- Georgios Douzas (11 shared papers)Tiago Oliveira (12 shared papers)Felix Last (1 shared paper)Manuela Aparício (8 shared papers)Yuyang Zhao (6 shared papers)Frederico Cruz‐Jesus (5 shared papers)Marco Paìnho (6 shared papers)Francisco Moreira (2 shared papers)
In The Last Decade
Fernando Bação
79 papers receiving 4.4k citations
Fernando Bação's Hit Papers
Peers
Comparison fields: 5 of 173
- Information Systems and Management 561
- Computer Science Applications 301
- Artificial Intelligence 1.6k
- Media Technology 397
- Health Information Management 187
Countries citing papers authored by Fernando Bação
This map shows the geographic impact of Fernando Bação's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Fernando Bação with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Fernando Bação more than expected).
Fields of papers citing papers by Fernando Bação
This network shows the impact of papers produced by Fernando Bação. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Fernando Bação. The network helps show where Fernando Bação may publish in the future.
Co-authors
The 25 scholars most cited alongside Fernando Bação, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 85 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Improving imbalanced learning through a heuristic oversampling method based on k-means and SMOTE Hit paper breakdown → | 2018 | 833 |
| 2 | Effective data generation for imbalanced learning using conditional generative adversarial networks Hit paper breakdown → | 2017 | 424 |
| 3 | What factors determining customer continuingly using food delivery apps during 2019 novel coronavirus pandemic period? Hit paper breakdown → | 2020 | 346 |
| 4 | 2009 | 290 | |
| 5 | Gamification: A key determinant of massive open online course (MOOC) success Hit paper breakdown → | 2018 | 234 |
| 6 | 2016 | 226 | |
| 7 | 2019 | 199 | |
| 8 | An e-Learning Theoretical Framework. | 2016 | 183 |
| 9 | 2012 | 159 | |
| 10 | 2015 | 151 | |
| 11 | 2017 | 147 | |
| 12 | 2016 | 136 | |
| 13 | 2021 | 133 | |
| 14 | 2016 | 95 | |
| 15 | 2004 | 86 | |
| 16 | 2019 | 74 | |
| 17 | 2018 | 69 | |
| 18 | 2010 | 66 | |
| 19 | 2023 | 65 | |
| 20 | 2007 | 50 |
About Fernando Bação
Fernando Bação is a scholar working on Artificial Intelligence, Information Systems, Media Technology, Sociology and Political Science and Computer Vision and Pattern Recognition, having authored 85 papers that have together received 4.6k indexed citations. Recurring topics across this work include Imbalanced Data Classification Techniques (20 papers), Remote-Sensing Image Classification (8 papers), Machine Learning and Data Classification (8 papers), Data Management and Algorithms (7 papers), Technology Adoption and User Behaviour (7 papers), Geographic Information Systems Studies (6 papers), Online Learning and Analytics (6 papers) and Online and Blended Learning (5 papers). The work is most often cited by research in Information Systems and Management (561 citations), Computer Science Applications (301 citations), Artificial Intelligence (1.6k citations), Media Technology (397 citations) and Health Information Management (187 citations). Fernando Bação has collaborated with scholars based in Portugal, Canada and Brazil. Frequent co-authors include Georgios Douzas, Tiago Oliveira, Felix Last, Manuela Aparício, Yuyang Zhao, Frederico Cruz‐Jesus, Marco Paìnho, Francisco Moreira, Filipe X. Catry and Francisco Rego. Their work appears in journals such as Expert Systems with Applications, Remote Sensing, Information & Management, PLoS ONE and Information Sciences.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.