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George Karypis

Papers on DiSC'02


Evaluation of Item-Based Top-N Recommendation Algorithms

A Scalable Algorithm for Clustering Sequential Data

Frequent Subgraph Discovery

LPMiner: An Algorithm for Finding Frequent Itemsets Using Length-Decreasing Support Constraint

Publications


Note: Links lead to the DBLP on the Web.

George Karypis

47 Mukund Deshpande , George Karypis: Evaluation of Techniques for Classifying Biological Sequences. PAKDD 2002 : 417-431

46 Michihiro Kuramochi , George Karypis: Gene Classification using Expression Profiles: A Feasibility Study. BIBE 2001 : 191-200

45 Valerie Guralnik , George Karypis: A scalable algorithm for clustering protein sequences. BIOKDD 2001 : 73-80

44 George Karypis: Evaluation of Item-Based Top-N Recommendation Algorithms. CIKM 2001 : 247-254

43 Valerie Guralnik , Nivea Garg , George Karypis: Parallel Tree Projection Algorithm for Sequence Mining. Euro-Par 2001 : 310-320

42 Valerie Guralnik , George Karypis: A Scalable Algorithm for Clustering Sequential Data. ICDM 2001 : 179-186

41 Michihiro Kuramochi , George Karypis: Frequent Subgraph Discovery. ICDM 2001 : 313-320

40 Masakazu Seno , George Karypis: LPMiner: An Algorithm for Finding Frequent Itemsets Using Length-Decreasing Support Constraint. ICDM 2001 : 505-512

39 Eui-Hong Han , George Karypis, Vipin Kumar : Text Categorization Using Weight Adjusted k-Nearest Neighbor Classification. PAKDD 2001 : 53-65

38 Badrul M. Sarwar , George Karypis, Joseph A. Konstan , John Reidl : Item-based collaborative filtering recommendation algorithms. WWW 2001 : 285-295

37 Naren Ramakrishnan , Benjamin J. Keller , Batul J. Mirza , Ananth Grama , George Karypis: Privacy Risks in Recommender Systems. IEEE Internet Computing 5 (6): 54-62 (2001)

36 Kirk Schloegel , George Karypis, Vipin Kumar : Wavefront Diffusion and LMSR: Algorithms for Dynamic Repartitioning of Adaptive Meshes. IEEE Transactions on Parallel and Distributed Systems 12 (5): 451-466 (2001)

35 Badrul M. Sarwar , George Karypis, Joseph A. Konstan , John Riedl : Analysis of recommendation algorithms for e-commerce. ACM Conference on Electronic Commerce 2000 : 158-167

34 Eui-Hong Han , George Karypis: Fast Supervised Dimensionality Reduction Algorithm with Applications to Document Categorization & Retrieval. CIKM 2000 : 12-19

33 William Leinberger , George Karypis, Vipin Kumar : Memory Management Techniques for Gang Scheduling. Euro-Par 2000 : 252-261

32 Kirk Schloegel , George Karypis, Vipin Kumar : Parallel Multilevel Algorithms for Multi-constraint Graph Partitioning (Distinguished Paper). Euro-Par 2000 : 296-310

31 William Leinberger , George Karypis, Vipin Kumar : Load Balancing Across Near-Homogeneous Multi-Resource Servers. Heterogeneous Computing Workshop 2000 : 60-71

30 Vipin Kumar , Kirk Schloegel , George Karypis: Graph Partitioning for Dynamic, Adaptive, and Multi-phase Computations. IPDPS Workshops 2000 : 476-476

29 Eui-Hong Han , George Karypis: Centroid-Based Document Classification: Analysis and Experimental Results. PKDD 2000 : 424-431

28 Kirk Schloegel , George Karypis, Vipin Kumar : A Unified Algorithm for Load-balancing Adaptive Scientific Simulations. SC 2000

27 Rupak Biswas , Bruce Hendrickson , George Karypis: Graph partitioning and parallel computing. Parallel Computing 26 (12): 1515-1517 (2000)

26 Eui-Hong Han , George Karypis, Vipin Kumar : Scalable Parallel Data Mining for Association Rules. TKDE 12 (2): 377-352 (2000)

25 George Karypis, Vipin Kumar : Multilevel k -way Hypergraph Partitioning. DAC 1999 : 343-348

24 Kirk Schloegel , George Karypis, Vipin Kumar : A New Algorithm for Multi-objective Graph Partitioning. Euro-Par 1999 : 322-331

23 William Leinberger , George Karypis, Vipin Kumar : Multi-Capacity Bin Packing Algorithms with Applications to Job Scheduling under Multiple Constraints. ICPP 1999 : 404-412

22 Mahesh V. Joshi , Eui-Hong Han , George Karypis, Vipin Kumar : Efficient Parallel Algorithms for Mining Associations. Large-Scale Parallel Data Mining 1999 : 83-126

21 Daniel Boley , Maria L. Gini , Robert Gross , Eui-Hong Han , Kyle Hastings , George Karypis, Vipin Kumar , Bamshad Mobasher , Jerome Moore : Document Categorization and Query Generation on the World Wide Web Using WebACE. Artificial Intelligence Review 13 (5-6): 365-391 (1999)

20 George Karypis, Eui-Hong Han , Vipin Kumar : Chameleon: Hierarchical Clustering Using Dynamic Modeling. IEEE Computer 32 (8): 68-75 (1999)

19 Eui-Hong Han , Daniel Boley , Maria L. Gini , Robert Gross , Kyle Hastings , George Karypis, Vipin Kumar , Bamshad Mobasher , Jerome Moore : WebACE: A Web Agent for Document Categorization and Exploration. Agents 1998 : 408-415

18 Kirk Schloegel , George Karypis, Vivin Kumar : Load Balancing of Dynamic and Adaptive Mesh-Based Computations. Symposium on Reliable Distributed Systems 1998 : 311

17 Eui-Hong Han , George Karypis, Vipin Kumar , Bamshad Mobasher : Hypergraph Based Clustering in High-Dimensional Data Sets: A Summary of Results. Data Engineering Bulletin 21 (1): 15-22 (1998)

16 George Karypis, Vipin Kumar : A Parallel Algorithm for Multilevel Graph Partitioning and Sparse Matrix Ordering. Journal of Parallel and Distributed Computing 48 (1): 71-95 (1998)

15 George Karypis, Vipin Kumar : Multilevel k-way Partitioning Scheme for Irregular Graphs. Journal of Parallel and Distributed Computing 48 (1): 96-129 (1998)

14 George Karypis, Rajat Aggarwal , Vipin Kumar , Shashi Shekhar : Multilevel Hypergraph Partitioning: Application in VLSI Domain. DAC 1997 : 526-529

13 Eui-Hong Han , George Karypis, Vipin Kumar , Bamshad Mobasher : Clustering Based On Association Rule Hypergraphs. DMKD 1997 : 0-

12 Kirk Schloegel , George Karypis, Vipin Kumar : Repartitioning of Adaptive Meshes: Experiments with Multilevel Diffusion. Euro-Par 1997 : 945-949

11 Eui-Hong Han , George Karypis, Vipin Kumar : Scalable Parallel Data Mining for Association Rules. SIGMOD Conference 1997 : 277-288

10 Anshul Gupta , George Karypis, Vipin Kumar : Highly Scalable Parallel Algorithms for Sparse Matrix Factorization. IEEE Transactions on Parallel and Distributed Systems 8 (5): 502-520 (1997)

9 Kirk Schloegel , George Karypis, Vipin Kumar : Multilevel Diffusion Schemes for Repartitioning of Adaptive Meshes. Journal of Parallel and Distributed Computing 47 (2): 109-124 (1997)

8 George Karypis, Vipin Kumar : Multilevel Graph Partitioning Schemes. ICPP (3) 1995 : 113-122

7 George Karypis, Anshul Gupta , Vipin Kumar : A Highly Parallel Interior Point Algorithm. PPSC 1995 : 110-112

6 George Karypis, Vipin Kumar : Analysis of Multilevel Graph Partitioning. SC 1995

5 Vipin Kumar , Ananth Grama , Anshul Gupta , George Karypis: Introduction to Parallel Computing. Benjamin/Cummings 1994

4 George Karypis, Anshul Gupta , Vipin Kumar : A parallel formulation of interior point algorithms. SC 1994 : 204-213

3 George Karypis, Vipin Kumar : Unstructured Tree Search on SIMD Parallel Computers. IEEE Transactions on Parallel and Distributed Systems 5 (10): 1057-1072 (1994)

2 George Karypis, Vipin Kumar : Efficient Parallel Mappings of a Dynamic Programming Algorithm: A Summary of Results. IPPS 1993 : 563-568

1 George Karypis, Vipin Kumar : Unstructured Tree Search on SIMD Parallel Computers: A Summary of Results. SC 1992 : 453-462




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