Gagandeep Singh
Gagandeep Singh publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Hardware and Architecture, on topics such as Adversarial Robustness in Machine Learning, Advanced Neural Network Applications and Explainable Artificial Intelligence (XAI).
- World rank
- #121,813 of 1,633,909 ranked researchers
- Rank in Switzerland
- #2,781 of 19,404
- Works
- 46
- Citations
- 255
- Citations per work
- 5.5
What does Gagandeep Singh research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence36% of their works
- 2Computer Vision and Pattern Recognition14% of their works
- 3Hardware and Architecture5% of their works
- 4Biomedical Engineering5% of their works
- 5Molecular Biology5% of their works
- 6Radiology, Nuclear Medicine and Imaging5% of their works
Research topics
- Adversarial Robustness in Machine Learning
- Advanced Neural Network Applications
- Explainable Artificial Intelligence (XAI)
- Neural Networks and Applications
- Anomaly Detection Techniques and Applications
- Algorithms and Data Compression
- Radiomics and Machine Learning in Medical Imaging
- Genomics and Phylogenetic Studies
Which keywords describe Gagandeep Singh's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Machine Learning, Adversarial Examples, Robustness, Convolutional Neural Networks, Image Recognition and Interpretable Models.
- RNA-Seq
- Suffix Arrays
- Radiomics
- Compression
- Anomaly Detection
- Interpretable Models
- Convolutional Neural Networks
- Adversarial Examples
- Neural Networks
- Deep Learning
- Machine Learning
- Robustness
- Image Recognition
- Machine Learning Interpretability
- Backpropagation Learning
- Medical Imaging
- Self-Organizing Maps
- Unsupervised
- sequence alignment
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 Learning174 topics
- Neural Networks113 topics
- Machine Learning92 topics
- Adversarial Examples71 topic
- Robustness71 topic
- Convolutional Neural Networks61 topic
- Image Recognition61 topic
- Interpretable Models41 topic
- Machine Learning Interpretability41 topic
- Anomaly Detection21 topic
- Backpropagation Learning21 topic
- Compression21 topic
- Medical Imaging21 topic
- Radiomics21 topic
- Self-Organizing Maps21 topic
- Suffix Arrays21 topic
- Unsupervised21 topic
- RNA-Seq11 topic
- sequence alignment11 topic
Where does Gagandeep Singh work?
Gagandeep Singh's main affiliation in the publication record is ETH Zurich, Switzerland.
How many publications and citations does Gagandeep Singh have?
Science Explorer counts 46 works and 255 citations for Gagandeep Singh, ranking #121,813 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 Gagandeep Singh
- gagandeep-singh-icahn-school-of-medicine-at-mount-sinai
- gagandeep-singh-city-of-hope-national-medical-center
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- gagandeep-singh-all-india-institute-of-medical-sciences
- gagandeep-singh-case-western-reserve-university
- gagandeep-singh-panjab-university
- gagandeep-singh-guru-nanak-dev-university
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