Ronaldo C. Prati: h-index, Total Citations, and Citation Map
Ronaldo C. Prati's h-index is 31 (72 i10-index, 11,576+ total citations across 172+ publications) according to Google Scholar as of June 2026. Ronaldo C. Prati is affiliated with Associate Professor of Computer Science, Universidade Federal do ABC.
Ronaldo C. Prati is a researcher affiliated with Associate Professor of Computer Science, Universidade Federal do ABC, specializing in Machine Learning, Data Mining, Artificial Intelligence. Their work has been cited 11,576 times. This profile visualizes their global influence, highlighting strong citation networks in United States.
Ronaldo C. Prati's Citation Metrics
Bibliometric impact based on 172 indexed publications.
- H-Index
- 31
- i10-Index
- 72
- Total Citations
- 11,576
- Citing Countries
- 32
As of June 2026.
Ronaldo C. Prati has an h-index of 31 and 11,576 total citations across 172 publications, with research cited by institutions in 32 countries.
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A study of the behavior of several methods for balancing machine learning training data
20045,888
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Citation trend (last 10 years)Click to expand
Citation Trend (Last 10 Years)
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About Ronaldo C. Prati's research
Ronaldo C. Prati is a researcher in Machine Learning, Data Mining and Artificial Intelligence at Associate Professor of Computer Science, Universidade Federal do ABC. Their work has been cited 11,576 times across 172 publications (h-index 31), according to Google Scholar.
Their most-cited work, “A study of the behavior of several methods for balancing machine learning training data” (2004), has accumulated 5,888 citations. Other influential works include “Learning from imbalanced data sets” (2018) with 2,043 citations and “Class Imbalances versus Class Overlapping: An Analysis of a Learning System Behavior” (2004) with 519 citations.
Citations of Ronaldo C. Prati's research come primarily from United States, China and Spain, reflecting international research impact across 5+ countries. The interactive citation map above shows the full geographic distribution of the institutions citing this work.
