Sofia Visa
Impact in
- Plant Science top 10%
- Plant Molecular Biology Research
- Smart Agriculture and AI
- Postharvest Quality and Shelf Life Management
- Genetics and Plant Breeding
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- Genetic Mapping and Diversity in Plants and Animals
- Genetic diversity and population structure
Papers in
-
- Imbalanced Data Classification Techniques 8
- Fuzzy Logic and Control Systems 7
- Machine Learning and Data Classification 4
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- Data Mining and Machine Learning Applications 6
- Co-authors
- Anca Ralescu (16 shared papers)B. Ramsay (1 shared paper)Esther van der Knaap (6 shared papers)Alexis Ramos (1 shared paper)Hamid Razifard (2 shared papers)Denise M. Tieman (2 shared papers)Lei Zhang (1 shared paper)Xiang Li (1 shared paper)
- Journals
- Molecular Biology and Evolution (1 paper)PLANT PHYSIOLOGY (1 paper)Molecular Ecology (1 paper)Plant Science (1 paper)Euphytica (1 paper)
- Partner nations
- United StatesJapanMalaysia
In The Last Decade
Sofia Visa
21 papers receiving 657 citations
Sofia Visa's Hit Papers
Peers
Comparison fields: 5 of 100
- Plant Science 218
- Genetics 114
- Artificial Intelligence 117
- Health Information Management 21
- Computer Vision and Pattern Recognition 47
Countries citing papers authored by Sofia Visa
This map shows the geographic impact of Sofia Visa'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 Sofia Visa with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sofia Visa more than expected).
Fields of papers citing papers by Sofia Visa
This network shows the impact of papers produced by Sofia Visa. 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 Sofia Visa. The network helps show where Sofia Visa may publish in the future.
Co-authors
The 25 scholars most cited alongside Sofia Visa, 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 26 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Confusion Matrix-Based Feature Selection Hit paper breakdown → | 2011 | 320 |
| 2 | 2019 | 160 | |
| 3 | 2015 | 56 | |
| 4 | 2014 | 30 | |
| 5 | 2005 | 25 | |
| 6 | 2015 | 25 | |
| 7 | 2012 | 13 | |
| 8 | 2008 | 11 | |
| 9 | Fuzzy classifiers for imbalanced data sets | 2007 | 10 |
| 10 | 2006 | 5 | |
| 11 | Experiments in Guided Class Rebalance Based on Class Structure. | 2004 | 4 |
| 12 | 2007 | 4 | |
| 13 | Comparative Study of Methods for Linguistic Modeling of Numerical Data | 2002 | 3 |
| 14 | 2005 | 3 | |
| 15 | 2007 | 3 | |
| 16 | 2003 | 2 | |
| 17 | 2005 | 2 | |
| 18 | 2006 | 2 | |
| 19 | 2011 | 2 | |
| 20 | 2008 | 1 |
About Sofia Visa
Sofia Visa is a scholar working on Artificial Intelligence, Information Systems, Statistics and Probability, Management Science and Operations Research and Plant Science, having authored 26 papers that have together received 682 indexed citations. Recurring topics across this work include Imbalanced Data Classification Techniques (8 papers), Fuzzy Logic and Control Systems (7 papers), Data Mining and Machine Learning Applications (6 papers), Machine Learning and Data Classification (4 papers), Genetic Mapping and Diversity in Plants and Animals (3 papers), Genetic diversity and population structure (2 papers), Plant Molecular Biology Research (2 papers) and Smart Agriculture and AI (2 papers). The work is most often cited by research in Plant Science (218 citations), Genetics (114 citations), Artificial Intelligence (117 citations), Health Information Management (21 citations) and Computer Vision and Pattern Recognition (47 citations). Sofia Visa has collaborated with scholars based in United States, Japan and Malaysia. Frequent co-authors include Anca Ralescu, B. Ramsay, Esther van der Knaap, Alexis Ramos, Hamid Razifard, Denise M. Tieman, Lei Zhang, Xiang Li, Ana L. Caicedo and Shan Wu. Their work appears in journals such as Molecular Biology and Evolution, PLANT PHYSIOLOGY, Molecular Ecology, Plant Science and Euphytica.
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.