Verónica Bolón‐Canedo
- Artificial Intelligence top 0.5%
- Computer Vision and Pattern Recognition top 0.5%
- Molecular Biology top 10%
- Information Systems top 2%
- Radiology, Nuclear Medicine and Imaging top 5%
- Co-authors
- Amparo Alonso‐BetanzosNoelia Sánchez‐MaroñoBeatriz RemeseiroJosé M. BenítezFrancisco HerreraBorja Seijo-PardoLaura Morán‐FernándezIago Porto-Díaz
- Topics
- Machine Learning and Data Classification (38 papers)Face and Expression Recognition (37 papers)Gene expression and cancer classification (30 papers)
- Cited by
- Artificial IntelligenceComputer Vision and Pattern RecognitionHealth Information Management
- Journals
- SHILAP Revista de lepidopterologíaIEEE Transactions on Pattern Analysis and Machine IntelligenceExpert Systems with Applications
- Partner nations
- SpainPortugalUnited States
In The Last Decade
Verónica Bolón‐Canedo
111 papers receiving 4.9k citations
Hit Papers
Peers
Comparison fields: 5 of 190
- Artificial Intelligence 2.6k
- Computer Vision and Pattern Recognition 1.2k
- Molecular Biology 1.2k
- Information Systems 442
- Radiology, Nuclear Medicine and Imaging 399
Countries citing papers authored by Verónica Bolón‐Canedo
This map shows the geographic impact of Verónica Bolón‐Canedo'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 Verónica Bolón‐Canedo with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Verónica Bolón‐Canedo more than expected).
Fields of papers citing papers by Verónica Bolón‐Canedo
This network shows the impact of papers produced by Verónica Bolón‐Canedo. 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 Verónica Bolón‐Canedo. The network helps show where Verónica Bolón‐Canedo may publish in the future.
Co-authorship network of co-authors of Verónica Bolón‐Canedo
This figure shows the co-authorship network connecting the top 25 collaborators of Verónica Bolón‐Canedo. A scholar is included among the top collaborators of Verónica Bolón‐Canedo based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Verónica Bolón‐Canedo. Verónica Bolón‐Canedo is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 5 | |
| 2 | 9 | |
| 3 | 2 | |
| 4 | 5 | |
| 5 | 8 | |
| 6 | 130 | |
| 7 | 44 | |
| 8 | Analysis of imputation bias for feature selection with missing data. | 1 |
| 9 | 59 | |
| 10 | Algorithmic challenges in big data analytics. | 4 |
| 11 | Using a feature selection ensemble on DNA microarray datasets. | 11 |
| 12 | Data complexity measures for analyzing the effect of SMOTE over microarrays. | 5 |
| 13 | On the use of machine learning techniques for the analysis of spontaneous reactions in automated hearing assessment | 1 |
| 14 | Feature and kernel learning. | 7 |
| 15 | Learning features on tear film lipid layer cla ssification | 2 |
| 16 | Toward parallel feature selection from vertically partitioned data. | 6 |
| 17 | 4 | |
| 18 | A distributed wrapper approach for feature selection. | 1 |
| 19 | Statistical dependence measure for feature selection in microarray datasets. | 12 |
| 20 | 10 |
About Verónica Bolón‐Canedo
Verónica Bolón‐Canedo is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Health Information Management, having authored 115 papers that have together received 5.1k indexed citations. Recurring topics across this work include Machine Learning and Data Classification (38 papers), Face and Expression Recognition (37 papers) and Gene expression and cancer classification (30 papers). The work is most often cited by research in Artificial Intelligence (2.6k citations), Computer Vision and Pattern Recognition (1.2k citations) and Health Information Management (259 citations). Verónica Bolón‐Canedo has collaborated with scholars based in Spain, Portugal and United States. Frequent co-authors include Amparo Alonso‐Betanzos, Noelia Sánchez‐Maroño, Beatriz Remeseiro, José M. Benítez, Francisco Herrera, Borja Seijo-Pardo, Laura Morán‐Fernández, Iago Porto-Díaz, David Martínez‐Rego and Sergio Ramírez‐Gallego. Their work appears in journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Pattern Analysis and Machine Intelligence and Expert Systems with Applications.
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.