Bianca Zadrozny
Bianca Zadrozny publishes mostly in Artificial Intelligence, Global and Planetary Change and Ocean Engineering, on topics such as Imbalanced Data Classification Techniques, Machine Learning and Data Classification and Data Analysis with R.
- World rank
- #442,528 of 1,633,909 ranked researchers
- Rank in Brazil
- #5,177 of 38,702
- Works
- 25
- Citations
- 118
- Citations per work
- 4.7
What does Bianca Zadrozny research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence47% of their works
- 2Global and Planetary Change7% of their works
- 3Ocean Engineering7% of their works
- 4Environmental Engineering3% of their works
- 5Information Systems3% of their works
- 6Safety, Risk, Reliability and Quality3% of their works
Research topics
Which keywords describe Bianca Zadrozny's research?
The keywords of their largest research topics: Classification, Imbalanced Data, SMOTE, Hyperparameter Optimization, Noisy Labels, Deep Learning, Machine Learning and Neural Networks.
- Word Representation
- Statistical Analysis
- Semi-Supervised Learning
- Multi-Agent Systems
- Machine Translation
- Agent-Based Modeling
- Neural Networks
- Deep Learning
- Hyperparameter Optimization
- Imbalanced Data
- Classification
- SMOTE
- Noisy Labels
- Machine Learning
- Active Learning
- Anomaly Detection
- Markov Decision Processes
- R language
- Spoken Dialogue Systems
- Unsupervised
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 20 words, with their numbers
- Classification72 topics
- Imbalanced Data41 topic
- SMOTE41 topic
- Hyperparameter Optimization31 topic
- Noisy Labels31 topic
- Deep Learning22 topics
- Machine Learning22 topics
- Neural Networks22 topics
- Active Learning11 topic
- Agent-Based Modeling11 topic
- Anomaly Detection11 topic
- Machine Translation11 topic
- Markov Decision Processes11 topic
- Multi-Agent Systems11 topic
- R language11 topic
- Semi-Supervised Learning11 topic
- Spoken Dialogue Systems11 topic
- Statistical Analysis11 topic
- Unsupervised11 topic
- Word Representation11 topic
Where does Bianca Zadrozny work?
Bianca Zadrozny's main affiliation in the publication record is IBM Research - Brazil, Brazil.
How many publications and citations does Bianca Zadrozny have?
Science Explorer counts 25 works and 118 citations for Bianca Zadrozny, ranking #442,528 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.