George Karypis

Personal Home Page

http://www.cs.umn.edu/people/faculty/index.php?id=156

Articles in Scholarly Journals [Incomplete List]

  1. Discovering frequent geometric subgraphs?
    Information Systems, vol. 32, no. 8, pp. 1101–1120, 2007
  2. Incremental window-based protein sequence alignment algorithms
    Bioinformatics, vol. 23, no. 2, pp. e17–e23, 2007
  3. EFFECTIVE OPTIMIZATION ALGORITHMS FOR FRAGMENT-ASSEMBLY BASED PROTEIN STRUCTURE PREDICTION
    Journal of Bioinformatics and Computational Biology, vol. 05, no. spec02a, p. 335, 2007
  4. Out-of-core coherent closed quasi-clique mining from large dense graph databases
    ACM Transactions on Database Systems, vol. 32, no. 2, pp. 13–es, 2007
  5. Clustering methodologies for identifying country core competencies
    Journal of Information Science, vol. 33, no. 1, pp. 21–40, 2007
  6. Data Mining in Bioinformatics (BIOKDD)
    Algorithms for Molecular Biology, vol. 2, no. 1, p. 4, 2007
  7. BMC Bioinformatics, vol. 7, no. 1, p. 455, 2006
  8. QCRNA 1.0: A database of quantum calculations for RNA catalysis
    Journal of Molecular Graphics and Modelling, vol. 25, no. 4, pp. 423–433, 2006
  9. YASSPP: Better kernels and coding schemes lead to improvements in protein secondary structure prediction
    Proteins: Structure, Function, and Bioinformatics, vol. 64, no. 3, pp. 575–586, 2006
  10. On efficiently summarizing categorical databases
    Knowledge and Information Systems, vol. 9, no. 1, pp. 19–37, 2005
  11. Finding Frequent Patterns in a Large Sparse Graph*
    Data Mining and Knowledge Discovery, vol. 11, no. 3, pp. 243–271, 2005
  12. Hierarchical Clustering Algorithms for Document Datasets
    Data Mining and Knowledge Discovery, vol. 10, no. 2, pp. 141–168, 2005
  13. Finding Frequent Patterns Using Length-Decreasing Support Constraints
    Data Mining and Knowledge Discovery, vol. 10, no. 3, pp. 197–228, 2005
  14. The structure and infrastructure of Mexico's science and technology
    Technological Forecasting and Social Change, vol. 72, no. 7, pp. 798–814, 2005
  15. Profile-based direct kernels for remote homology detection and fold recognition
    Bioinformatics, vol. 21, no. 23, pp. 4239–4247, 2005
  16. International Journal on Artificial Intelligence Tools, vol. 14, no. 4, p. 641, 2005
  17. International Journal on Artificial Intelligence Tools, vol. 14, no. 5, p. 849, 2005
  18. Frequent Substructure-Based Approaches for Classifying Chemical Compounds
    IEEE Transactions on Knowledge and Data Engineering, vol. 17, no. 8, pp. 1036–1050, 2005
  19. An efficient algorithm for discovering frequent subgraphs
    IEEE Transactions on Knowledge and Data Engineering, vol. 16, no. 9, pp. 1038–1051, 2004
  20. Item-based top-
    ACM Transactions on Information Systems, vol. 22, no. 1, pp. 143–177, 2004
  21. Selective Markov models for predicting Web page accesses
    ACM Transactions on Internet Technology, vol. 4, no. 2, pp. 163–184, 2004
  22. Empirical and Theoretical Comparisons of Selected Criterion Functions for Document Clustering
    Machine Learning, vol. 55, no. 3, pp. 311–331, 2004
  23. Expression levels for many genes in human peripheral blood cells are highly sensitive to ex vivo incubation
    Genes and Immunity, vol. 5, no. 5, Article ID 6364098, 6 pages, 2004
  24. A Boolean algorithm for reconstructing the structure of regulatory networks
    Metabolic Engineering, vol. 6, no. 4, pp. 326–339, 2004
  25. Parallel tree-projection-based sequence mining algorithms*1
    Parallel Computing, vol. 30, no. 4, pp. 443–472, 2004
  26. Macromolecule mass spectrometry: citation mining of user documents
    Journal of the American Society for Mass Spectrometry, vol. 15, no. 3, pp. 281–287, 2004
  27. Interferon-inducible gene expression signature in peripheral blood cells of patients with severe lupus
    Proceedings of the National Academy of Sciences, vol. 100, no. 5, pp. 2610–2615, 2003
  28. Journal of Intelligent and Robotic Systems, vol. 38, no. 1, pp. 31–53, 2003
  29. wCLUTO: A Web-Enabled Clustering Toolkit
    PLANT PHYSIOLOGY, vol. 133, no. 2, pp. 510–516, 2003
  30. Parallel static and dynamic multi-constraint graph partitioning
    Concurrency and Computation: Practice and Experience, vol. 14, no. 3, pp. 219–240, 2002
  31. Privacy risks in recommender systems
    IEEE Internet Computing, vol. 5, no. 6, pp. 54–63, 2001
  32. Wavefront diffusion and LMSR: algorithms for dynamic repartitioning of adaptive meshes
    IEEE Transactions on Parallel and Distributed Systems, vol. 12, no. 5, pp. 451–466, 2001
  33. Scalable parallel data mining for association rules
    IEEE Transactions on Knowledge and Data Engineering, vol. 12, no. 3, pp. 337–352, 2000
  34. Multilevel k-way Hypergraph Partitioning
    VLSI Design, vol. 11, no. 3, pp. 285–300, 2000
  35. Parallel Multilevel series k-Way Partitioning Scheme for Irregular Graphs
    SIAM Review, vol. 41, no. 2, p. 278, 1999
  36. Chameleon: hierarchical clustering using dynamic modeling
    Computer, vol. 32, no. 8, pp. 68–75, 1999
  37. Multilevel hypergraph partitioning: applications in VLSI domain
    IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 7, no. 1, pp. 69–79, 1999
  38. Partitioning-based clustering for Web document categorization
    Decision Support Systems, vol. 27, no. 3, pp. 329–341, 1999
  39. Artificial Intelligence Review, vol. 13, no. 5/6, pp. 365–391, 1999
  40. A Parallel Algorithm for Multilevel Graph Partitioning and Sparse Matrix Ordering
    Journal of Parallel and Distributed Computing, vol. 48, no. 1, pp. 71–95, 1998
  41. Multilevelk-way Partitioning Scheme for Irregular Graphs,
    Journal of Parallel and Distributed Computing, vol. 48, no. 1, pp. 96–129, 1998
  42. A Fast and High Quality Multilevel Scheme for Partitioning Irregular Graphs
    SIAM Journal on Scientific Computing, vol. 20, no. 1, p. 359, 1998
  43. Scalable parallel data mining for association rules
    ACM SIGMOD Record, vol. 26, no. 2, pp. 277–288, 1997
  44. Multilevel Diffusion Schemes for Repartitioning of Adaptive Meshes
    Journal of Parallel and Distributed Computing, vol. 47, no. 2, pp. 109–124, 1997
  45. Highly scalable parallel algorithms for sparse matrix factorization
    IEEE Transactions on Parallel and Distributed Systems, vol. 8, no. 5, pp. 502–520, 1997
  46. Unstructured tree search on SIMD parallel computers
    IEEE Transactions on Parallel and Distributed Systems, vol. 5, no. 10, pp. 1057–1072, 1994