Jakub Nalepa
Jakub Nalepa publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Media Technology, on topics such as Remote-Sensing Image Classification, Metaheuristic Optimization Algorithms Research and Advanced Neural Network Applications.
- World rank
- #701,461 of 7,710,434 ranked researchers
- Rank in Poland
- #4,442 of 100,960
- Works
- 260
- Citations
- 4.2k
- Citations per work
- 16.3
What does Jakub Nalepa research?
Jakub Nalepa's work is mostly in Computer Science (42%), Engineering (17%), Medicine (5%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences15258.5%
- Computer Science10841.5%
- Engineering4417.0%
- Everything else8733.4%
- Health Sciences135.0%
- Medicine135.0%
- Life Sciences83.1%
- Neuroscience83.1%
- 1Computer Vision and Pattern Recognition23% of their works
- 2Artificial Intelligence18% of their works
- 3Media Technology10% of their works
- 4Industrial and Manufacturing Engineering7% of their works
- 5Radiology, Nuclear Medicine and Imaging5% of their works
- 6Neurology3% of their works
Research topics
Which keywords describe Jakub Nalepa's research?
The keywords of their largest research topics: Deep Learning, Classification, Hyperspectral, Remote Sensing, Support Vector Machines, Feature Extraction, Metaheuristics and Sparse Representation.
- MRI
- Brain Tumor
- Dimensionality Reduction
- Image Fusion
- Heuristic Algorithms
- Convolutional Neural Networks
- Differential Evolution
- Change Detection
- Sparse Representation
- Feature Extraction
- Remote Sensing
- Classification
- Deep Learning
- Hyperspectral
- Support Vector Machines
- Metaheuristics
- Convolutional Neural Network
- Image Analysis
- Particle Swarm Optimization
- Image Recognition
- Vehicle Routing Problem
- Multispectral
- Face Recognition
- Hyperparameter Optimization
- Noisy Labels
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 25 words, with their numbers
- Deep Learning913 topics
- Classification823 topics
- Hyperspectral662 topics
- Remote Sensing662 topics
- Support Vector Machines652 topics
- Feature Extraction612 topics
- Metaheuristics602 topics
- Sparse Representation512 topics
- Convolutional Neural Network472 topics
- Change Detection401 topic
- Image Analysis401 topic
- Differential Evolution311 topic
- Particle Swarm Optimization311 topic
- Convolutional Neural Networks301 topic
- Image Recognition301 topic
- Heuristic Algorithms291 topic
- Vehicle Routing Problem291 topic
- Image Fusion261 topic
- Multispectral261 topic
- Dimensionality Reduction251 topic
- Face Recognition251 topic
- Brain Tumor211 topic
- Hyperparameter Optimization211 topic
- MRI211 topic
- Noisy Labels211 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?
OpenAlex counts 260 works and 4,229 citations for Jakub Nalepa, an h-index of 33, ranking #701,461 of 7,710,434 researchers worldwide on the quality 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 Jakub Nalepa
Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
Discussion
Ask a question or share a note about Jakub Nalepa. Posts are plain text and can be reported.