Jakub Nalepa
Jakub Nalepa publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Radiology, Nuclear Medicine and Imaging, on topics such as Remote-Sensing Image Classification, Advanced Neural Network Applications and Radiomics and Machine Learning in Medical Imaging.
- World rank
- #675,110 of 1,633,909 ranked researchers
- Rank in Poland
- #6,302 of 21,787
- Works
- 61
- Citations
- 161
- Citations per work
- 2.6
What does Jakub Nalepa research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence20% of their works
- 2Computer Vision and Pattern Recognition18% of their works
- 3Radiology, Nuclear Medicine and Imaging10% of their works
- 4Media Technology10% of their works
- 5Aerospace Engineering5% of their works
- 6Industrial and Manufacturing Engineering3% of their works
Research topics
- Remote-Sensing Image Classification
- Advanced Neural Network Applications
- Radiomics and Machine Learning in Medical Imaging
- Anomaly Detection Techniques and Applications
- Spacecraft Design and Technology
- Advanced Image Fusion Techniques
- Geochemistry and Geologic Mapping
- Metaheuristic Optimization Algorithms Research
Which keywords describe Jakub Nalepa's research?
The keywords of their largest research topics: Deep Learning, Feature Extraction, Remote Sensing, Hyperspectral, Support Vector Machines, Machine Learning, Classification and Image Analysis.
- Particle Swarm Optimization
- Differential Evolution
- small satellite
- Image Fusion
- Unsupervised
- Radiomics
- Image Recognition
- Image Analysis
- Machine Learning
- Hyperspectral
- Feature Extraction
- Deep Learning
- Remote Sensing
- Support Vector Machines
- Classification
- Convolutional Neural Networks
- Medical Imaging
- Anomaly Detection
- CubeSat
- Multispectral
- Compositional Data Analysis
- Mineral Prospectivity
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 22 words, with their numbers
- Deep Learning153 topics
- Feature Extraction112 topics
- Remote Sensing113 topics
- Hyperspectral92 topics
- Support Vector Machines82 topics
- Machine Learning72 topics
- Classification61 topic
- Image Analysis61 topic
- Convolutional Neural Networks51 topic
- Image Recognition51 topic
- Medical Imaging51 topic
- Radiomics51 topic
- Anomaly Detection41 topic
- Unsupervised41 topic
- CubeSat31 topic
- Image Fusion31 topic
- Multispectral31 topic
- small satellite31 topic
- Compositional Data Analysis21 topic
- Differential Evolution21 topic
- Mineral Prospectivity21 topic
- Particle Swarm Optimization21 topic
Where does Jakub Nalepa work?
Jakub Nalepa's main affiliation in the publication record is Silesian University of Technology, Poland.
How many publications and citations does Jakub Nalepa have?
Science Explorer counts 61 works and 161 citations for Jakub Nalepa, ranking #675,110 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.