Pavel Brazdil
Pavel Brazdil publishes mostly in Artificial Intelligence, Marketing and Information Systems, on topics such as Machine Learning and Data Classification, Natural Language Processing Techniques and Imbalanced Data Classification Techniques.
- World rank
- #117,040 of 1,633,909 ranked researchers
- Rank in Portugal
- #261 of 9,113
- Works
- 37
- Citations
- 213
- Citations per work
- 5.8
What does Pavel Brazdil research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence54% of their works
- 2Marketing9% of their works
- 3Information Systems9% of their works
- 4Philosophy6% of their works
- 5General Health Professions6% of their works
- 6Management Science and Operations Research6% of their works
Research topics
Which keywords describe Pavel Brazdil's research?
The keywords of their largest research topics: Classification, Hyperparameter Optimization, Noisy Labels, Machine Learning, Deep Learning, Active Learning, Data Mining and Frequent Patterns.
- Word Representation
- Self-Organizing Maps
- Machine Translation
- Statistical Machine Translation
- SMOTE
- Neural Machine Translation
- Frequent Patterns
- Active Learning
- Machine Learning
- Hyperparameter Optimization
- Classification
- Noisy Labels
- Deep Learning
- Data Mining
- Imbalanced Data
- Neural Networks
- Semi-Supervised Learning
- Backpropagation Learning
- Opinion Mining
- Sentiment Analysis
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
- Classification82 topics
- Hyperparameter Optimization61 topic
- Noisy Labels61 topic
- Machine Learning53 topics
- Deep Learning43 topics
- Active Learning21 topic
- Data Mining21 topic
- Frequent Patterns21 topic
- Imbalanced Data21 topic
- Neural Machine Translation21 topic
- Neural Networks22 topics
- SMOTE21 topic
- Semi-Supervised Learning21 topic
- Statistical Machine Translation21 topic
- Backpropagation Learning11 topic
- Machine Translation11 topic
- Opinion Mining11 topic
- Self-Organizing Maps11 topic
- Sentiment Analysis11 topic
- Word Representation11 topic
Where does Pavel Brazdil work?
Pavel Brazdil's main affiliation in the publication record is Universidade do Porto, Portugal.
How many publications and citations does Pavel Brazdil have?
Science Explorer counts 37 works and 213 citations for Pavel Brazdil, ranking #117,040 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.