Christian Igel
Christian Igel publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Computational Theory and Mathematics, on topics such as Metaheuristic Optimization Algorithms Research, Evolutionary Algorithms and Applications and Neural Networks and Applications.
- World rank
- #199,106 of 7,710,434 ranked researchers
- Rank in Denmark
- #1,319 of 43,819
- Works
- 340
- Citations
- 17k
- Citations per work
- 49.3
What does Christian Igel research?
Christian Igel's work is mostly in Computer Science (52%), Medicine (4%), Biochemistry, Genetics and Molecular Biology (3%).
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 Sciences17651.8%
- Computer Science17651.8%
- Everything else14041.1%
- Health Sciences144.2%
- Medicine144.2%
- Life Sciences102.9%
- 1Artificial Intelligence32% of their works
- 2Computer Vision and Pattern Recognition12% of their works
- 3Computational Theory and Mathematics4% of their works
- 4Radiology, Nuclear Medicine and Imaging4% of their works
- 5Signal Processing3% of their works
- 6Molecular Biology3% of their works
Research topics
- Metaheuristic Optimization Algorithms Research
- Evolutionary Algorithms and Applications
- Neural Networks and Applications
- Remote Sensing and LiDAR Applications
- Advanced Multi-Objective Optimization Algorithms
- Machine Learning and Algorithms
- Generative Adversarial Networks and Image Synthesis
- Face and Expression Recognition
Which keywords describe Christian Igel's research?
The keywords of their largest research topics: Evolutionary Algorithms, Deep Learning, Particle Swarm Optimization, Multiobjective Optimization, Machine Learning, Feature Selection, Neural Networks and Ant Colony Optimization.
- Dimensionality Reduction
- Image Synthesis
- Active Learning
- Genetic Algorithm
- Forest Carbon Stocks
- Backpropagation Learning
- Classification
- Ant Colony Optimization
- Feature Selection
- Multiobjective Optimization
- Deep Learning
- Evolutionary Algorithms
- Particle Swarm Optimization
- Machine Learning
- Neural Networks
- Differential Evolution
- Genetic Programming
- Self-Organizing Maps
- Lidar Remote Sensing
- Surrogate Modeling
- Generative Adversarial Networks
- Semi-Supervised Learning
- Face Recognition
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
- Evolutionary Algorithms1163 topics
- Deep Learning773 topics
- Particle Swarm Optimization702 topics
- Multiobjective Optimization692 topics
- Machine Learning662 topics
- Feature Selection652 topics
- Neural Networks572 topics
- Ant Colony Optimization471 topic
- Differential Evolution471 topic
- Classification461 topic
- Genetic Programming461 topic
- Backpropagation Learning371 topic
- Self-Organizing Maps371 topic
- Forest Carbon Stocks241 topic
- Lidar Remote Sensing241 topic
- Genetic Algorithm231 topic
- Surrogate Modeling231 topic
- Active Learning201 topic
- Generative Adversarial Networks201 topic
- Image Synthesis201 topic
- Semi-Supervised Learning201 topic
- Dimensionality Reduction191 topic
- Face Recognition191 topic
Where does Christian Igel work?
Christian Igel's main affiliation in the publication record is University of Copenhagen, Denmark.
How many publications and citations does Christian Igel have?
OpenAlex counts 340 works and 16,745 citations for Christian Igel, an h-index of 51, ranking #199,106 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.
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