George Karypis
George Karypis publishes mostly in Artificial Intelligence, Information Systems and Computational Theory and Mathematics, on topics such as Interconnection Networks and Systems, Data Mining Algorithms and Applications and Advanced Graph Neural Networks.
- World rank
- #1,667 of 1,633,909 ranked researchers
- Rank in United States
- #736 of 358,040
- Works
- 152
- Citations
- 2.7k
- Citations per work
- 17.5
What does George Karypis research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence26% of their works
- 2Information Systems15% of their works
- 3Computational Theory and Mathematics7% of their works
- 4Hardware and Architecture7% of their works
- 5Computer Networks and Communications6% of their works
- 6Electrical and Electronic Engineering6% of their works
Research topics
Which keywords describe George Karypis's research?
The keywords of their largest research topics: Power Optimization, Deep Learning, Neural Networks, Interconnection Networks, Networks on Chip, Data Mining, Frequent Patterns and ASIC.
- Granular Computing
- Performance Optimization
- Machine Translation
- Knowledge Graph Embedding
- FPGA
- ASIC
- Data Mining
- Interconnection Networks
- Deep Learning
- Power Optimization
- Neural Networks
- Networks on Chip
- Frequent Patterns
- Collaborative Filtering
- Graph Neural Networks
- Matrix Factorization
- Parallel Computing
- Word Representation
- Rough Sets
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
- Power Optimization202 topics
- Deep Learning182 topics
- Neural Networks162 topics
- Interconnection Networks111 topic
- Networks on Chip111 topic
- Data Mining101 topic
- Frequent Patterns101 topic
- ASIC91 topic
- Collaborative Filtering91 topic
- FPGA91 topic
- Graph Neural Networks91 topic
- Knowledge Graph Embedding91 topic
- Matrix Factorization91 topic
- Machine Translation71 topic
- Parallel Computing71 topic
- Performance Optimization71 topic
- Word Representation71 topic
- Granular Computing61 topic
- Rough Sets61 topic
Where does George Karypis work?
George Karypis's main affiliation in the publication record is University of Minnesota, United States.
How many publications and citations does George Karypis have?
Science Explorer counts 152 works and 2,660 citations for George Karypis, ranking #1,667 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.