Guzmán Santafé
Impact in
- Artificial Intelligence top 5%
- Machine Learning and Data Classification
- Evolutionary Algorithms and Applications
- Imbalanced Data Classification Techniques
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- Computational Drug Discovery Methods
Papers in
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- Bayesian Methods and Mixture Models 4
- Bayesian Modeling and Causal Inference 3
- Machine Learning and Data Classification 2
- Advanced Clustering Algorithms Research 1
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- Gene expression and cancer classification 1
- Co-authors
- Borja Calvo (3 shared papers)José A. Lozano (6 shared papers)Iñaki Inza (2 shared papers)Pedro Larrañaga (5 shared papers)Aritz Pérez (2 shared papers)Concha Bielza (1 shared paper)Roberto Santana (1 shared paper)Vı́ctor Robles (1 shared paper)
- Journals
- The R Journal (1 paper)Journal of Computational Biology (1 paper)Briefings in Bioinformatics (1 paper)Statistical Methods in Medical Research (1 paper)IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) (1 paper)
- Partner nations
- SpainUnited StatesUnited Kingdom
In The Last Decade
Guzmán Santafé
16 papers receiving 898 citations
Guzmán Santafé's Hit Papers
Peers
Comparison fields: 5 of 142
- Artificial Intelligence 255
- Computational Theory and Mathematics 87
- Molecular Biology 346
- Biophysics 20
- Signal Processing 32
Countries citing papers authored by Guzmán Santafé
This map shows the geographic impact of Guzmán Santafé'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 Guzmán Santafé with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Guzmán Santafé more than expected).
Fields of papers citing papers by Guzmán Santafé
This network shows the impact of papers produced by Guzmán Santafé. 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 Guzmán Santafé. The network helps show where Guzmán Santafé may publish in the future.
Co-authors
The 24 scholars most cited alongside Guzmán Santafé, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | Machine learning in bioinformatics Hit paper breakdown → | 2006 | 542 |
| 2 | 2016 | 158 | |
| 3 | 2015 | 94 | |
| 4 | 2023 | 40 | |
| 5 | 2006 | 26 | |
| 6 | 2011 | 25 | |
| 7 | 2023 | 15 | |
| 8 | 2021 | 8 | |
| 9 | 2022 | 5 | |
| 10 | 2008 | 4 | |
| 11 | 2010 | 4 | |
| 12 | 2024 | 3 | |
| 13 | Bayesian Model Averaging of TAN Models for Clustering. | 2006 | 2 |
| 14 | 2006 | 2 | |
| 15 | Efecto de la Temperatura y Tiempo de Cocción en la Porosidad de Mezclas a Base de Arcillas de Caolines. | 2009 | 1 |
| 16 | Statistical Comparison of Multiple Algorithms in MultipleProblems | 2015 | 1 |
About Guzmán Santafé
Guzmán Santafé is a scholar working on Artificial Intelligence, Molecular Biology, Epidemiology, Management Science and Operations Research and Genetics, having authored 16 papers that have together received 930 indexed citations. Recurring topics across this work include Bayesian Methods and Mixture Models (4 papers), Bayesian Modeling and Causal Inference (3 papers), Data-Driven Disease Surveillance (2 papers), Machine Learning and Data Classification (2 papers), Genetic diversity and population structure (2 papers), Advanced Clustering Algorithms Research (1 paper), Gene expression and cancer classification (1 paper) and Plant and fungal interactions (1 paper). The work is most often cited by research in Artificial Intelligence (255 citations), Computational Theory and Mathematics (87 citations), Molecular Biology (346 citations), Biophysics (20 citations) and Signal Processing (32 citations). Guzmán Santafé has collaborated with scholars based in Spain, United States and United Kingdom. Frequent co-authors include Borja Calvo, José A. Lozano, Iñaki Inza, Pedro Larrañaga, Aritz Pérez, Concha Bielza, Roberto Santana, Vı́ctor Robles, Rubén Armañanzas and Robinson Ramírez‐Vélez. Their work appears in journals such as The R Journal, Journal of Computational Biology, Briefings in Bioinformatics, Statistical Methods in Medical Research and IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics).
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.