Ulf Johansson
Ulf Johansson publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Molecular Biology, on topics such as Machine Learning and Data Classification, Explainable Artificial Intelligence (XAI) and Neural Networks and Applications.
- World rank
- #810,160 of 1,633,909 ranked researchers
- Rank in Sweden
- #9,730 of 16,333
- Works
- 50
- Citations
- 135
- Citations per work
- 2.7
What does Ulf Johansson research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence55% of their works
- 2Computer Vision and Pattern Recognition8% of their works
- 3Molecular Biology4% of their works
- 4Statistics and Probability4% of their works
- 5Nature and Landscape Conservation3% of their works
- 6Hardware and Architecture3% of their works
Research topics
Which keywords describe Ulf Johansson's research?
The keywords of their largest research topics: Deep Neural Networks, Classification, Deep Learning, Hyperparameter Optimization, Neural Networks, Noisy Labels, Machine Learning and Interpretable Models.
- Genetic Programming
- Face Recognition
- Dimensionality Reduction
- Imbalanced Data
- Self-Organizing Maps
- Ensemble Methods
- Adversarial Examples
- Interpretable Models
- Noisy Labels
- Hyperparameter Optimization
- Classification
- Deep Neural Networks
- Deep Learning
- Neural Networks
- Machine Learning
- Machine Learning Interpretability
- Backpropagation Learning
- Robustness
- Feature Selection
- SMOTE
- Evolutionary Algorithms
- Fuzzy Logic Systems
- Type-2 Fuzzy Sets
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 23 words, with their numbers
- Deep Neural Networks172 topics
- Classification153 topics
- Deep Learning102 topics
- Hyperparameter Optimization101 topic
- Neural Networks102 topics
- Noisy Labels101 topic
- Machine Learning93 topics
- Interpretable Models71 topic
- Machine Learning Interpretability71 topic
- Adversarial Examples51 topic
- Backpropagation Learning51 topic
- Ensemble Methods52 topics
- Robustness51 topic
- Self-Organizing Maps51 topic
- Feature Selection42 topics
- Imbalanced Data31 topic
- SMOTE31 topic
- Dimensionality Reduction21 topic
- Evolutionary Algorithms21 topic
- Face Recognition21 topic
- Fuzzy Logic Systems21 topic
- Genetic Programming21 topic
- Type-2 Fuzzy Sets21 topic
Where does Ulf Johansson work?
Ulf Johansson's main affiliation in the publication record is University of Borås, Sweden.
How many publications and citations does Ulf Johansson have?
Science Explorer counts 50 works and 135 citations for Ulf Johansson, ranking #810,160 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.
Other researchers named Ulf Johansson
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