George Karypis
Scholar

George Karypis

Google Scholar ID: ElqwScwAAAAJ
Distinguished McKnight University Professor, University of Minnesota; SPS, AWS
Data miningParallel computingRecommender systemsGraph machine learningChemical informatics
Citations & Impact
All-time
Citations
32,773
 
H-index
79
 
i10-index
262
 
Publications
20
 
Co-authors
97
list available
Resume (English only)
Background
  • Professor at the Department of Computer Science & Engineering, University of Minnesota, Twin Cities (Minneapolis and Saint Paul)
  • Research interests focus on data mining, recommender systems, learning analytics, high-performance computing, and chemical informatics
  • Occasionally works on problems in health informatics, information retrieval, bioinformatics, and scientific computing
  • Research emphasizes developing novel algorithms for important existing or emerging problems and building practical software tools implementing these algorithms
  • Strives for algorithms that are practical, efficient, effective, and scalable—views his work as 'algorithm engineering'