Erkki Oja
Erkki Oja publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing, on topics such as Neural Networks and Applications, Blind Source Separation Techniques and Image Retrieval and Classification Techniques.
- World rank
- #5,887 of 1,633,909 ranked researchers
- Rank in Finland
- #28 of 8,199
- Works
- 81
- Citations
- 1.5k
- Citations per work
- 18.1
What does Erkki Oja research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence31% of their works
- 2Computer Vision and Pattern Recognition20% of their works
- 3Signal Processing17% of their works
- 4Cognitive Neuroscience6% of their works
- 5Control and Systems Engineering4% of their works
- 6Computational Theory and Mathematics3% of their works
Research topics
Which keywords describe Erkki Oja's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Self-Organizing Maps, Sparse Representation, Blind Separation, Independent Component Analysis, Local Binary Patterns and Content-Based Image Retrieval.
- Neuronal Oscillations
- EEG Analysis
- Brain-Computer Interfaces
- Feature Matching
- Dimensionality Reduction
- Content-Based Image Retrieval
- Independent Component Analysis
- Sparse Representation
- Neural Networks
- Deep Learning
- Self-Organizing Maps
- Blind Separation
- Local Binary Patterns
- Shape Matching
- Face Recognition
- Local Descriptors
- Cortical Networks
- Matrix Computations
- Numerical Linear Algebra
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 19 words, with their numbers
- Deep Learning262 topics
- Neural Networks221 topic
- Self-Organizing Maps221 topic
- Sparse Representation182 topics
- Blind Separation141 topic
- Independent Component Analysis141 topic
- Local Binary Patterns102 topics
- Content-Based Image Retrieval61 topic
- Shape Matching61 topic
- Dimensionality Reduction41 topic
- Face Recognition41 topic
- Feature Matching41 topic
- Local Descriptors41 topic
- Brain-Computer Interfaces31 topic
- Cortical Networks31 topic
- EEG Analysis31 topic
- Matrix Computations31 topic
- Neuronal Oscillations31 topic
- Numerical Linear Algebra31 topic
Where does Erkki Oja work?
Erkki Oja's main affiliation in the publication record is Helsinki Institute for Information Technology, Finland.
How many publications and citations does Erkki Oja have?
Science Explorer counts 81 works and 1,465 citations for Erkki Oja, ranking #5,887 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.