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Vipin Kumar: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Eui-Hong Han, George Karypis, Vipin Kumar, Bamshad Mobasher
    Clustering Based On Association Rule Hypergraphs. [Citation Graph (6, 0)][DBLP]
    DMKD, 1997, pp:0-0 [Conf]
  2. Eui-Hong Han, George Karypis, Vipin Kumar
    Scalable Parallel Data Mining for Association Rules. [Citation Graph (4, 10)][DBLP]
    SIGMOD Conference, 1997, pp:277-288 [Conf]
  3. Shashi Shekhar, Sivakumar Ravada, Vipin Kumar, Douglas Chubb, Greg Turner
    Load Balancing in High Performance GIS: Declustering Polygonal Maps. [Citation Graph (2, 0)][DBLP]
    SSD, 1995, pp:196-215 [Conf]
  4. George Karypis, Rajat Aggarwal, Vipin Kumar, Shashi Shekhar
    Multilevel Hypergraph Partitioning: Application in VLSI Domain. [Citation Graph (1, 0)][DBLP]
    DAC, 1997, pp:526-529 [Conf]
  5. Dana S. Nau, Vipin Kumar, Laveen N. Kanal
    General Branch and Bound, and its Relation to A and AO. [Citation Graph (1, 0)][DBLP]
    Artif. Intell., 1984, v:23, n:1, pp:29-58 [Journal]
  6. Vipin Kumar
    Algorithms for Constraint-Satisfaction Problems: A Survey. [Citation Graph (1, 0)][DBLP]
    AI Magazine, 1992, v:13, n:1, pp:32-44 [Journal]
  7. George Karypis, Eui-Hong Han, Vipin Kumar
    Chameleon: Hierarchical Clustering Using Dynamic Modeling. [Citation Graph (1, 0)][DBLP]
    IEEE Computer, 1999, v:32, n:8, pp:68-75 [Journal]
  8. Eui-Hong Han, George Karypis, Vipin Kumar, Bamshad Mobasher
    Hypergraph Based Clustering in High-Dimensional Data Sets: A Summary of Results. [Citation Graph (1, 6)][DBLP]
    IEEE Data Eng. Bull., 1998, v:21, n:1, pp:15-22 [Journal]
  9. Vipin Kumar
    A General Bottom-up Procedure for Searching And/Or Graphs. [Citation Graph (0, 0)][DBLP]
    AAAI, 1984, pp:182-187 [Conf]
  10. Vipin Kumar, Laveen N. Kanal
    The Composite Decision Process: A Unifying Formulation for Heuristic Search, Dynamic Programming and Branch & Bound Procedures. [Citation Graph (0, 0)][DBLP]
    AAAI, 1983, pp:220-224 [Conf]
  11. Vipin Kumar, K. Ramesh, V. Nageshwara Rao
    Parallel Best-First Search of State-Space Graphs: A Summary of Results. [Citation Graph (0, 0)][DBLP]
    AAAI, 1988, pp:122-127 [Conf]
  12. Dana S. Nau, Vipin Kumar, Laveen N. Kanal
    A General Paradigm for A.I. Search Procedures. [Citation Graph (0, 0)][DBLP]
    AAAI, 1982, pp:120-123 [Conf]
  13. V. Nageshwara Rao, Vipin Kumar, K. Ramesh
    A Parallel Implementation of Iterative-Deepening-A*. [Citation Graph (0, 0)][DBLP]
    AAAI, 1987, pp:178-182 [Conf]
  14. Nageshwara Rao Vempaty, Vipin Kumar, Richard E. Korf
    Depth-First Versus Best-First Search. [Citation Graph (0, 0)][DBLP]
    AAAI, 1991, pp:434-440 [Conf]
  15. 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. [Citation Graph (0, 0)][DBLP]
    Agents, 1998, pp:408-415 [Conf]
  16. Hui Xiong, Michael Steinbach, Vipin Kumar
    Privacy leakage in multi-relational databases via pattern based semi-supervised learning. [Citation Graph (0, 0)][DBLP]
    CIKM, 2005, pp:355-356 [Conf]
  17. Kirk Schloegel, George Karypis, Vipin Kumar
    Graph Partitioning for Dynamic, Adaptive and Multi-phase Scientific Simulations. [Citation Graph (0, 0)][DBLP]
    CLUSTER, 2001, pp:271-273 [Conf]
  18. George Karypis, Vipin Kumar
    Multilevel k-way Hypergraph Partitioning. [Citation Graph (0, 0)][DBLP]
    DAC, 1999, pp:343-348 [Conf]
  19. Vipin Kumar, Franz-Josef Pfreundt, Hans Burkhard, Jose Laginha Palma
    Applications on High Performance Computers. [Citation Graph (0, 0)][DBLP]
    Euro-Par, 2002, pp:409- [Conf]
  20. William Leinberger, George Karypis, Vipin Kumar
    Memory Management Techniques for Gang Scheduling. [Citation Graph (0, 0)][DBLP]
    Euro-Par, 2000, pp:252-261 [Conf]
  21. Kirk Schloegel, George Karypis, Vipin Kumar
    Parallel Multilevel Algorithms for Multi-constraint Graph Partitioning (Distinguished Paper). [Citation Graph (0, 0)][DBLP]
    Euro-Par, 2000, pp:296-310 [Conf]
  22. Kirk Schloegel, George Karypis, Vipin Kumar
    Repartitioning of Adaptive Meshes: Experiments with Multilevel Diffusion. [Citation Graph (0, 0)][DBLP]
    Euro-Par, 1997, pp:945-949 [Conf]
  23. Kirk Schloegel, George Karypis, Vipin Kumar
    A New Algorithm for Multi-objective Graph Partitioning. [Citation Graph (0, 0)][DBLP]
    Euro-Par, 1999, pp:322-331 [Conf]
  24. Yow-Jian Lin, Vipin Kumar
    Performance of And-Paralle Execution of Logic Programs on a Shared-Memory Multiprocessor. [Citation Graph (0, 0)][DBLP]
    FGCS, 1988, pp:851-860 [Conf]
  25. David R. Musicant, Vipin Kumar, Aysel Ozgur
    Optimizing F-Measure with Support Vector Machines. [Citation Graph (0, 0)][DBLP]
    FLAIRS Conference, 2003, pp:356-360 [Conf]
  26. Vipin Kumar, Yow-Jian Lin
    A Framework for Intelligent Backtracking in Logic Programs. [Citation Graph (0, 0)][DBLP]
    FSTTCS, 1986, pp:108-123 [Conf]
  27. V. Nageshwara Rao, Vipin Kumar
    Superlinear Speedup in Parallel State-Space Search. [Citation Graph (0, 0)][DBLP]
    FSTTCS, 1988, pp:161-174 [Conf]
  28. William Leinberger, George Karypis, Vipin Kumar
    Load Balancing Across Near-Homogeneous Multi-Resource Servers. [Citation Graph (0, 0)][DBLP]
    Heterogeneous Computing Workshop, 2000, pp:60-71 [Conf]
  29. Vipin Kumar, Jaideep Srivastava
    High Performance Data Mining. [Citation Graph (0, 0)][DBLP]
    HiPC, 1999, pp:177- [Conf]
  30. Ananth Grama, Vipin Kumar, Sanjay Ranka, Vineet Singh
    Architecture Independent Analysis of Parallel Programs. [Citation Graph (0, 0)][DBLP]
    International Conference on Computational Science (2), 2001, pp:599-608 [Conf]
  31. Varun Chandola, Vipin Kumar
    Summarization - Compressing Data into an Informative Representation. [Citation Graph (0, 0)][DBLP]
    ICDM, 2005, pp:98-105 [Conf]
  32. Mahesh V. Joshi, Vipin Kumar, Ramesh C. Agarwal
    Evaluating Boosting Algorithms to Classify Rare Classes: Comparison and Improvements. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:257-264 [Conf]
  33. Aleksandar Lazarevic, Ramdev Kanapady, Chandrika Kamath, Vipin Kumar, Kumar K. Tamma
    Localized Prediction of Continuous Target Variables Using Hierarchical Clustering. [Citation Graph (0, 0)][DBLP]
    ICDM, 2003, pp:139-146 [Conf]
  34. Michael Steinbach, Vipin Kumar
    Generalizing the Notion of Confidence. [Citation Graph (0, 0)][DBLP]
    ICDM, 2005, pp:402-409 [Conf]
  35. Hui Xiong, Pang-Ning Tan, Vipin Kumar
    Mining Strong Affinity Association Patterns in Data Sets with Skewed Support Distribution. [Citation Graph (0, 0)][DBLP]
    ICDM, 2003, pp:387-394 [Conf]
  36. Mark Shaneck, Yongdae Kim, Vipin Kumar
    Privacy Preserving Nearest Neighbor Search. [Citation Graph (0, 0)][DBLP]
    ICDM Workshops, 2006, pp:541-545 [Conf]
  37. Yow-Jian Lin, Vipin Kumar
    AND-Parallel Execution of Logic Programs on a Shared Memory Multiprocessor: A Summary of Results. [Citation Graph (0, 0)][DBLP]
    ICLP/SLP, 1988, pp:1123-1141 [Conf]
  38. Yow-Jian Lin, Vipin Kumar, Clement H. C. Leung
    An Intelligent Backtracking Algorithm for Parallel Execution of Logic Programs. [Citation Graph (0, 0)][DBLP]
    ICLP, 1986, pp:55-68 [Conf]
  39. Anshul Gupta, Vipin Kumar
    Scalability of Parallel Algorithms for Matrix Multiplication. [Citation Graph (0, 0)][DBLP]
    ICPP, 1993, pp:115-123 [Conf]
  40. George Karypis, Vipin Kumar
    Multilevel Graph Partitioning Schemes. [Citation Graph (0, 0)][DBLP]
    ICPP (3), 1995, pp:113-122 [Conf]
  41. Vipin Kumar, Yow-Jian Lin
    A Parallel Execution Scheme for Exploiting and Parallelism of Logic Programs. [Citation Graph (0, 0)][DBLP]
    ICPP, 1986, pp:972-975 [Conf]
  42. Vipin Kumar, Vineet Singh
    Scalability of Parallel Algorithms for the All-Pairs Shortest Path Problem: A Summary of Results. [Citation Graph (0, 0)][DBLP]
    ICPP (3), 1990, pp:136-140 [Conf]
  43. William Leinberger, George Karypis, Vipin Kumar
    Multi-Capacity Bin Packing Algorithms with Applications to Job Scheduling under Multiple Constraints. [Citation Graph (0, 0)][DBLP]
    ICPP, 1999, pp:404-412 [Conf]
  44. Anurag Srivastava, Eui-Hong Han, Vipin Kumar, Vineet Singh
    Parallel Formulations of Decision-Tree Classification Algorithms. [Citation Graph (0, 0)][DBLP]
    ICPP, 1998, pp:237-244 [Conf]
  45. Daniel J. Challou, Daniel Boley, Maria L. Gini, Vipin Kumar
    A parallel Formulation of Informed Randomized Search for Robot Motion Planning Problems. [Citation Graph (0, 0)][DBLP]
    ICRA, 1995, pp:709-714 [Conf]
  46. Daniel J. Challou, Maria L. Gini, Vipin Kumar
    Parallel Search Algorithms for Robot Motion Planning. [Citation Graph (0, 0)][DBLP]
    ICRA (2), 1993, pp:46-51 [Conf]
  47. Vipin Kumar, Anshul Gupta
    Analysis of scalability of parallel algorithms and architectures: a survey. [Citation Graph (0, 0)][DBLP]
    ICS, 1991, pp:396-405 [Conf]
  48. Prasanna Kumar Desikan, Nishith Pathak, Jaideep Srivastava, Vipin Kumar
    Divide and conquer approach for efficient pagerank computation. [Citation Graph (0, 0)][DBLP]
    ICWE, 2006, pp:233-240 [Conf]
  49. Laveen N. Kanal, Vipin Kumar
    Branch & Bound Formulation for Sequential and Parallel Game Tree Searching: Preliminary Results. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1981, pp:569-571 [Conf]
  50. Mahesh V. Joshi, George Karypis, Vipin Kumar
    ScalParC: A New Scalable and Efficient Parallel Classification Algorithm for Mining Large Datasets. [Citation Graph (0, 0)][DBLP]
    IPPS/SPDP, 1998, pp:573-579 [Conf]
  51. George Karypis, Vipin Kumar
    Efficient Parallel Mappings of a Dynamic Programming Algorithm: A Summary of Results. [Citation Graph (0, 0)][DBLP]
    IPPS, 1993, pp:563-568 [Conf]
  52. George Karypis, Vipin Kumar
    Parallel Multilevel Graph Partitioning. [Citation Graph (0, 0)][DBLP]
    IPPS, 1996, pp:314-319 [Conf]
  53. Vipin Kumar, Kirk Schloegel, George Karypis
    Graph Partitioning for Dynamic, Adaptive, and Multi-phase Computations. [Citation Graph (0, 0)][DBLP]
    IPDPS Workshops, 2000, pp:476-476 [Conf]
  54. Tom Nurkkala, Vipin Kumar
    A Parallel Parsing Algorithm for Natural Language using Tree Adjoining Grammar. [Citation Graph (0, 0)][DBLP]
    IPPS, 1994, pp:820-828 [Conf]
  55. Vineet Singh, Vipin Kumar, Gul Agha, Chris Tomlinson
    Scalability of Parallel Sorting on Mesh Multicomputers. [Citation Graph (0, 0)][DBLP]
    IPPS, 1991, pp:92-101 [Conf]
  56. Sunil Arvindam, Vipin Kumar, V. Nageshwara Rao, Vineet Singh
    Automatic Test Pattern Generation on Multiprocessors: A Summary of Results. [Citation Graph (0, 0)][DBLP]
    KBCS, 1989, pp:41-51 [Conf]
  57. Mahesh V. Joshi, Ramesh C. Agarwal, Vipin Kumar
    Predicting rare classes: can boosting make any weak learner strong? [Citation Graph (0, 0)][DBLP]
    KDD, 2002, pp:297-306 [Conf]
  58. Mahesh V. Joshi, Eui-Hong Han, George Karypis, Vipin Kumar
    Efficient Parallel Algorithms for Mining Associations. [Citation Graph (0, 0)][DBLP]
    Large-Scale Parallel Data Mining, 1999, pp:83-126 [Conf]
  59. Hillol Kargupta, Philip Chan, Vipin Kumar, Zoran Obradovic
    Distributed and parallel knowledge discovery (workshop session - title only). [Citation Graph (0, 0)][DBLP]
    KDD, 2000, pp:534- [Conf]
  60. Aleksandar Lazarevic, Vipin Kumar
    Feature bagging for outlier detection. [Citation Graph (0, 0)][DBLP]
    KDD, 2005, pp:157-166 [Conf]
  61. Michael Steinbach, Pang-Ning Tan, Vipin Kumar
    Support envelopes: a technique for exploring the structure of association patterns. [Citation Graph (0, 0)][DBLP]
    KDD, 2004, pp:296-305 [Conf]
  62. Michael Steinbach, Pang-Ning Tan, Vipin Kumar, Steven A. Klooster, Christopher Potter
    Discovery of climate indices using clustering. [Citation Graph (0, 0)][DBLP]
    KDD, 2003, pp:446-455 [Conf]
  63. Michael Steinbach, Pang-Ning Tan, Hui Xiong, Vipin Kumar
    Generalizing the notion of support. [Citation Graph (0, 0)][DBLP]
    KDD, 2004, pp:689-694 [Conf]
  64. Pang-Ning Tan, Vipin Kumar
    Mining Indirect Associations in Web Data. [Citation Graph (0, 0)][DBLP]
    WEBKDD, 2001, pp:145-166 [Conf]
  65. Pang-Ning Tan, Vipin Kumar, Jaideep Srivastava
    Selecting the right interestingness measure for association patterns. [Citation Graph (0, 0)][DBLP]
    KDD, 2002, pp:32-41 [Conf]
  66. Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Kumar
    Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated pairs. [Citation Graph (0, 0)][DBLP]
    KDD, 2004, pp:334-343 [Conf]
  67. Jieping Ye, Qi Li, Hui Xiong, Haesun Park, Ravi Janardan, Vipin Kumar
    IDR/QR: an incremental dimension reduction algorithm via QR decomposition. [Citation Graph (0, 0)][DBLP]
    KDD, 2004, pp:364-373 [Conf]
  68. Eui-Hong Han, George Karypis, Vipin Kumar
    Text Categorization Using Weight Adjusted k-Nearest Neighbor Classification. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2001, pp:53-65 [Conf]
  69. Jinmei Xu, Hui Xiong, Sam Yuan Sung, Vipin Kumar
    A New Clustering Algorithm for Transaction Data via Caucus. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2003, pp:551-562 [Conf]
  70. Pusheng Zhang, Yan Huang, Shashi Shekhar, Vipin Kumar
    Correlation Analysis of Spatial Time Series Datasets: A Filter-and-Refine Approach. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2003, pp:532-544 [Conf]
  71. Anshul Gupta, Mahesh V. Joshi, Vipin Kumar
    WSSMP: A High-Performance Serial and Parallel Symmetric Sparse Linear Solver. [Citation Graph (0, 0)][DBLP]
    PARA, 1998, pp:182-194 [Conf]
  72. Mahesh V. Joshi, Ramesh C. Agarwal, Vipin Kumar
    Predicting Rare Classes: Comparing Two-Phase Rule Induction to Cost-Sensitive Boosting. [Citation Graph (0, 0)][DBLP]
    PKDD, 2002, pp:237-249 [Conf]
  73. Pang-Ning Tan, Vipin Kumar, Jaideep Srivastava
    Indirect Association: Mining Higher Order Dependencies in Data. [Citation Graph (0, 0)][DBLP]
    PKDD, 2000, pp:632-637 [Conf]
  74. Ananth Grama, Vipin Kumar, Ahmed H. Sameh
    N-Body Simulations Using Message Passsing Parallel Computers. [Citation Graph (0, 0)][DBLP]
    PPSC, 1995, pp:355-360 [Conf]
  75. Anshul Gupta, Fred G. Gustavson, Mahesh V. Joshi, George Karypis, Vipin Kumar
    Design and Implementation of a Scalable Parallel Direct Solver for Sparse Symmetric Positive Definite Systems: Preliminary Results. [Citation Graph (0, 0)][DBLP]
    PPSC, 1997, pp:- [Conf]
  76. Anshul Gupta, Vipin Kumar
    Optimally Scalable Parallel Sparse Cholesky Factorization. [Citation Graph (0, 0)][DBLP]
    PPSC, 1995, pp:442-447 [Conf]
  77. Anshul Gupta, Vipin Kumar, Ahmed H. Sameh
    Performance and Scalability of Preconditioned Conjugate Gradient Methods on the CM-5. [Citation Graph (0, 0)][DBLP]
    PPSC, 1993, pp:664-674 [Conf]
  78. George Karypis, Anshul Gupta, Vipin Kumar
    A Highly Parallel Interior Point Algorithm. [Citation Graph (0, 0)][DBLP]
    PPSC, 1995, pp:110-112 [Conf]
  79. George Karypis, Vipin Kumar
    A Coarse-Grain Parallel Formulation of Multilevel k-way Graph Partitioning Algorithm. [Citation Graph (0, 0)][DBLP]
    PPSC, 1997, pp:- [Conf]
  80. Mahesh V. Joshi, George Karypis, Vipin Kumar, Anshul Gupta, Fred G. Gustavson
    PSPASES: An Efficient and Scalable Parallel Sparse Direct Solver. [Citation Graph (0, 0)][DBLP]
    PPSC, 1999, pp:- [Conf]
  81. Vipin Kumar
    Position Paper. [Citation Graph (0, 0)][DBLP]
    PPSC, 1995, pp:870-871 [Conf]
  82. Vipin Kumar, George Karypis, Ananth Grama
    Role of Message-Passing in Performance Oriented Parallel Programming. [Citation Graph (0, 0)][DBLP]
    PPSC, 1997, pp:- [Conf]
  83. Kirk Schloegel, George Karypis, Vipin Kumar
    Dynamic Repartitioning of Adaptively Refined Meshes. [Citation Graph (0, 0)][DBLP]
    PPSC, 1999, pp:- [Conf]
  84. Hui Xiong, Xiaofeng He, Chris H. Q. Ding, Ya Zhang, Vipin Kumar, Stephen R. Holbrook
    Identification of Functional Modules in Protein Complexes via Hyperclique Pattern Discovery. [Citation Graph (0, 0)][DBLP]
    Pacific Symposium on Biocomputing, 2005, pp:- [Conf]
  85. Ananth Grama, Vipin Kumar
    Scalability Analysis of Partitioning Strategies for Finite Element Graphs: A Summary of Results. [Citation Graph (0, 0)][DBLP]
    SC, 1992, pp:83-92 [Conf]
  86. Ananth Grama, Vipin Kumar, Ahmed H. Sameh
    Scalable parallel formulations of the Barnes-Hut method for n-body simulations. [Citation Graph (0, 0)][DBLP]
    SC, 1994, pp:439-448 [Conf]
  87. Ananth Grama, Vipin Kumar, Ahmed H. Sameh
    Parallel Matrix-Vector Product Using Approximate Hierarchical Methods. [Citation Graph (0, 0)][DBLP]
    SC, 1995, pp:- [Conf]
  88. Anshul Gupta, Vipin Kumar
    A scalable parallel algorithm for sparse Cholesky factorization. [Citation Graph (0, 0)][DBLP]
    SC, 1994, pp:793-802 [Conf]
  89. Anshul Gupta, Vipin Kumar
    Parallel Algorithms for Forward and Back Substitution in Direct Solution of Sparse Linear Systems. [Citation Graph (0, 0)][DBLP]
    SC, 1995, pp:- [Conf]
  90. George Karypis, Anshul Gupta, Vipin Kumar
    A parallel formulation of interior point algorithms. [Citation Graph (0, 0)][DBLP]
    SC, 1994, pp:204-213 [Conf]
  91. George Karypis, Vipin Kumar
    Unstructured Tree Search on SIMD Parallel Computers: A Summary of Results. [Citation Graph (0, 0)][DBLP]
    SC, 1992, pp:453-462 [Conf]
  92. George Karypis, Vipin Kumar
    Analysis of Multilevel Graph Partitioning. [Citation Graph (0, 0)][DBLP]
    SC, 1995, pp:- [Conf]
  93. Kirk Schloegel, George Karypis, Vipin Kumar
    A Unified Algorithm for Load-balancing Adaptive Scientific Simulations. [Citation Graph (0, 0)][DBLP]
    SC, 2000, pp:- [Conf]
  94. Levent Ertöz, Michael Steinbach, Vipin Kumar
    Finding Clusters of Different Sizes, Shapes, and Densities in Noisy, High Dimensional Data. [Citation Graph (0, 0)][DBLP]
    SDM, 2003, pp:- [Conf]
  95. Mahesh V. Joshi, Vipin Kumar
    CREDOS: Classification Using Ripple Down Structure (A Case for Rare Classes). [Citation Graph (0, 0)][DBLP]
    SDM, 2004, pp:- [Conf]
  96. György J. Simon, Hui Xiong, Eric Eilertson, Vipin Kumar
    Scan Detection: A Data Mining Approach. [Citation Graph (0, 0)][DBLP]
    SDM, 2006, pp:- [Conf]
  97. Aleksandar Lazarevic, Levent Ertöz, Vipin Kumar, Aysel Ozgur, Jaideep Srivastava
    A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection. [Citation Graph (0, 0)][DBLP]
    SDM, 2003, pp:- [Conf]
  98. Hui Xiong, Shashi Shekhar, Yan Huang, Vipin Kumar, Xiaobin Ma, Jin Soung Yoo
    A Framework for Discovering Co-Location Patterns in Data Sets with Extended Spatial Objects. [Citation Graph (0, 0)][DBLP]
    SDM, 2004, pp:- [Conf]
  99. Hui Xiong, Michael Steinbach, Pang-Ning Tan, Vipin Kumar
    HICAP: Hierarchical Clustering with Pattern Preservation. [Citation Graph (0, 0)][DBLP]
    SDM, 2004, pp:- [Conf]
  100. Aysel Ozgur, Pang-Ning Tan, Vipin Kumar
    RBA: An Integrated Framework for Regression based on Association Rules. [Citation Graph (0, 0)][DBLP]
    SDM, 2004, pp:- [Conf]
  101. Mahesh V. Joshi, Ramesh C. Agarwal, Vipin Kumar
    Mining Needle in a Haystack: Classifying Rare Classes via Two-phase Rule Induction. [Citation Graph (0, 0)][DBLP]
    SIGMOD Conference, 2001, pp:91-102 [Conf]
  102. Vipin Kumar, Yow-Jian Lin
    An Intelligent Backtracking Scheme for Prolog. [Citation Graph (0, 0)][DBLP]
    SLP, 1987, pp:406-414 [Conf]
  103. Kirk Schloegel, George Karypis, Vipin Kumar
    Load Balancing of Dynamic and Adaptive Mesh-Based Computations. [Citation Graph (0, 0)][DBLP]
    Symposium on Reliable Distributed Systems, 1998, pp:311- [Conf]
  104. Pusheng Zhang, Yan Huang, Shashi Shekhar, Vipin Kumar
    Exploiting Spatial Autocorrelation to Efficiently Process Correlation-Based Similarity Queries. [Citation Graph (0, 0)][DBLP]
    SSTD, 2003, pp:449-468 [Conf]
  105. Vipin Kumar, Mahesh V. Joshi, Eui-Hong Han, Pang-Ning Tan, Michael Steinbach
    High Performance Data Mining. [Citation Graph (0, 0)][DBLP]
    VECPAR, 2002, pp:111-125 [Conf]
  106. Prasanna Kumar Desikan, Nishith Pathak, Jaideep Srivastava, Vipin Kumar
    Incremental page rank computation on evolving graphs. [Citation Graph (0, 0)][DBLP]
    WWW (Special interest tracks and posters), 2005, pp:1094-1095 [Conf]
  107. B. Uygar Oztekin, Levent Ertöz, Vipin Kumar
    Usage Aware PageRank. [Citation Graph (0, 0)][DBLP]
    WWW (Posters), 2003, pp:- [Conf]
  108. B. Uygar Oztekin, George Karypis, Vipin Kumar
    Expert agreement and content based reranking in a meta search environment using Mearf. [Citation Graph (0, 0)][DBLP]
    WWW, 2002, pp:333-344 [Conf]
  109. Vipin Kumar, Laveen N. Kanal
    A General Branch and Bound Formulation for Understanding and Synthesizing And/Or Tree Search Procedures. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1983, v:21, n:1-2, pp:179-198 [Journal]
  110. 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. [Citation Graph (0, 0)][DBLP]
    Artif. Intell. Rev., 1999, v:13, n:5-6, pp:365-391 [Journal]
  111. Jiawei Han, Russ B. Altman, Vipin Kumar, Heikki Mannila, Daryl Pregibon
    Emerging scientific applications in data mining. [Citation Graph (0, 0)][DBLP]
    Commun. ACM, 2002, v:45, n:8, pp:54-58 [Journal]
  112. Shashi Shekhar, Sivakumar Ravada, Vipin Kumar, Douglas Chubb, Greg Turner
    Parallelizing a GIS on a Shared Address Space Architecture. [Citation Graph (0, 0)][DBLP]
    IEEE Computer, 1996, v:29, n:12, pp:42-48 [Journal]
  113. Kirk Schloegel, George Karypis, Vipin Kumar
    Parallel static and dynamic multi-constraint graph partitioning. [Citation Graph (0, 0)][DBLP]
    Concurrency and Computation: Practice and Experience, 2002, v:14, n:3, pp:219-240 [Journal]
  114. Anurag Srivastava, Eui-Hong Han, Vipin Kumar, Vineet Singh
    Parallel Formulations of Decision-Tree Classification Algorithms. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 1999, v:3, n:3, pp:237-261 [Journal]
  115. Pang-Ning Tan, Vipin Kumar
    Discovery of Web Robot Sessions Based on their Navigational Patterns. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2002, v:6, n:1, pp:9-35 [Journal]
  116. Hui Xiong, Pang-Ning Tan, Vipin Kumar
    Hyperclique pattern discovery. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2006, v:13, n:2, pp:219-242 [Journal]
  117. Vipin Kumar
    Parallel and Distributed Computing for Cybersecurity. [Citation Graph (0, 0)][DBLP]
    IEEE Distributed Systems Online, 2005, v:6, n:10, pp:- [Journal]
  118. Martin Huits, Vipin Kumar
    The Practical Significance of Distributive Partitioning Sort. [Citation Graph (0, 0)][DBLP]
    Inf. Process. Lett., 1979, v:8, n:4, pp:168-169 [Journal]
  119. Pang-Ning Tan, Vipin Kumar, Jaideep Srivastava
    Selecting the right objective measure for association analysis. [Citation Graph (0, 0)][DBLP]
    Inf. Syst., 2004, v:29, n:4, pp:293-313 [Journal]
  120. Vipin Kumar
    A general heuristic bottom-up procedure for searching and/or graphs. [Citation Graph (0, 0)][DBLP]
    Inf. Sci., 1991, v:56, n:1-3, pp:39-57 [Journal]
  121. Yow-Jian Lin, Vipin Kumar
    AND-Parallel Execution of Logic Programs on a Shared-Memory Multiprocessor. [Citation Graph (0, 0)][DBLP]
    J. Log. Program., 1991, v:10, n:1/2/3&4, pp:155-178 [Journal]
  122. Vipin Kumar, Yow-Jian Lin
    A Data-Dependency-Based Intelligent Backtracking Scheme for Prolog. [Citation Graph (0, 0)][DBLP]
    J. Log. Program., 1988, v:5, n:2, pp:165-181 [Journal]
  123. Anshul Gupta, Vipin Kumar
    Performance Properties of Large Scale Parallel Systems. [Citation Graph (0, 0)][DBLP]
    J. Parallel Distrib. Comput., 1993, v:19, n:3, pp:234-244 [Journal]
  124. George Karypis, Vipin Kumar
    A Parallel Algorithm for Multilevel Graph Partitioning and Sparse Matrix Ordering. [Citation Graph (0, 0)][DBLP]
    J. Parallel Distrib. Comput., 1998, v:48, n:1, pp:71-95 [Journal]
  125. George Karypis, Vipin Kumar
    Multilevel k-way Partitioning Scheme for Irregular Graphs. [Citation Graph (0, 0)][DBLP]
    J. Parallel Distrib. Comput., 1998, v:48, n:1, pp:96-129 [Journal]
  126. Vipin Kumar, Ananth Grama, Nageshwara Rao Vempaty
    Scalable Load Balancing Techniques for Parallel Computers. [Citation Graph (0, 0)][DBLP]
    J. Parallel Distrib. Comput., 1994, v:22, n:1, pp:60-79 [Journal]
  127. Vipin Kumar, Sanjay Ranka, Vineet Singh
    Guest Editors' Introduction: Special Issue on High-Performance Data Mining. [Citation Graph (0, 0)][DBLP]
    J. Parallel Distrib. Comput., 2001, v:61, n:3, pp:281-284 [Journal]
  128. Vipin Kumar, Vineet Singh
    Scalability of Parallel Algorithms for the All-Pairs Shortest-Path Problem. [Citation Graph (0, 0)][DBLP]
    J. Parallel Distrib. Comput., 1991, v:13, n:2, pp:124-138 [Journal]
  129. Kirk Schloegel, George Karypis, Vipin Kumar
    Multilevel Diffusion Schemes for Repartitioning of Adaptive Meshes. [Citation Graph (0, 0)][DBLP]
    J. Parallel Distrib. Comput., 1997, v:47, n:2, pp:109-124 [Journal]
  130. Sunil Arvindam, Vipin Kumar, V. Nageshwara Rao, Vineet Singh
    Automatic test pattern generation on parallel processors. [Citation Graph (0, 0)][DBLP]
    Parallel Computing, 1991, v:17, n:12, pp:1323-1342 [Journal]
  131. Ananth Grama, Vipin Kumar, Ahmed H. Sameh
    Scalable Parallel Formulations of the Barnes-Hut Method for n-Body Simulations. [Citation Graph (0, 0)][DBLP]
    Parallel Computing, 1998, v:24, n:5-6, pp:797-822 [Journal]
  132. Hillol Kargupta, Joydeep Ghosh, Vipin Kumar, Zoran Obradovic
    Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD-2000. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2000, v:2, n:2, pp:108-109 [Journal]
  133. V. Nageshwara Rao, Vipin Kumar
    Concurrent Access of Priority Queues. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Computers, 1988, v:37, n:12, pp:1657-1665 [Journal]
  134. Ananth Grama, Vipin Kumar
    State of the Art in Parallel Search Techniques for Discrete Optimization Problems. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 1999, v:11, n:1, pp:28-35 [Journal]
  135. Eui-Hong Han, George Karypis, Vipin Kumar
    Scalable Parallel Data Mining for Association Rules. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2000, v:12, n:3, pp:377-352 [Journal]
  136. Shashi Shekhar, Sivakumar Ravada, Vipin Kumar, Douglas Chubb, Greg Turner
    Declustering and Load-Balancing Methods for Parallelizing Geographic Information Systems. [Citation Graph (0, 21)][DBLP]
    IEEE Trans. Knowl. Data Eng., 1998, v:10, n:4, pp:632-655 [Journal]
  137. Hui Xiong, Gaurav Pandey, Michael Steinbach, Vipin Kumar
    Enhancing Data Analysis with Noise Removal. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2006, v:18, n:2, pp:304-319 [Journal]
  138. Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Kumar
    TAPER: A Two-Step Approach for All-Strong-Pairs Correlation Query in Large Databases. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2006, v:18, n:4, pp:493-508 [Journal]
  139. Jieping Ye, Qi Li, Hui Xiong, Haesun Park, Ravi Janardan, Vipin Kumar
    IDR/QR: An Incremental Dimension Reduction Algorithm via QR Decomposition. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2005, v:17, n:9, pp:1208-1222 [Journal]
  140. Anshul Gupta, Vipin Kumar
    The Scalability of FFT on Parallel Computers. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Parallel Distrib. Syst., 1993, v:4, n:8, pp:922-932 [Journal]
  141. Anshul Gupta, George Karypis, Vipin Kumar
    Highly Scalable Parallel Algorithms for Sparse Matrix Factorization. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Parallel Distrib. Syst., 1997, v:8, n:5, pp:502-520 [Journal]
  142. Anshul Gupta, Vipin Kumar, Ahmed H. Sameh
    Performance and Scalability of Preconditioned Conjugate Gradient Methods on Parallel Computers. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Parallel Distrib. Syst., 1995, v:6, n:5, pp:455-469 [Journal]
  143. George Karypis, Vipin Kumar
    Unstructured Tree Search on SIMD Parallel Computers. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Parallel Distrib. Syst., 1994, v:5, n:10, pp:1057-1072 [Journal]
  144. Vipin Kumar, Shashi Shekhar, Minesh B. Amin
    A Scalable Parallel Formulation of the Backpropagation Algorithm for Hypercubes and Related Architectures. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Parallel Distrib. Syst., 1994, v:5, n:10, pp:1073-1090 [Journal]
  145. V. Nageshwara Rao, Vipin Kumar
    On the Efficiency of Parallel Backtracking. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Parallel Distrib. Syst., 1993, v:4, n:4, pp:427-437 [Journal]
  146. Kirk Schloegel, George Karypis, Vipin Kumar
    Wavefront Diffusion and LMSR: Algorithms for Dynamic Repartitioning of Adaptive Meshes. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Parallel Distrib. Syst., 2001, v:12, n:5, pp:451-466 [Journal]
  147. Hui Xiong, Michael Steinbach, Vipin Kumar
    Privacy leakage in multi-relational databases: a semi-supervised learning perspective. [Citation Graph (0, 0)][DBLP]
    VLDB J., 2006, v:15, n:4, pp:388-402 [Journal]
  148. Jon B. Weissman, Vipin Kumar, Varun Chandola, Eric Eilertson, Levent Ertöz, György J. Simon, Seonho Kim, Jinoh Kim
    DDDAS/ITR: A Data Mining and Exploration Middleware for Grid and Distributed Computing. [Citation Graph (0, 0)][DBLP]
    International Conference on Computational Science (1), 2007, pp:1222-1229 [Conf]
  149. Gaurav Pandey, Michael Steinbach, Rohit Gupta, Tushar Garg, Vipin Kumar
    Association analysis-based transformations for protein interaction networks: a function prediction case study. [Citation Graph (0, 0)][DBLP]
    KDD, 2007, pp:540-549 [Conf]
  150. György J. Simon, Vipin Kumar, Zhi-Li Zhang
    Estimating False Negatives for Classification Problems with Cluster Structure. [Citation Graph (0, 0)][DBLP]
    SDM, 2007, pp:- [Conf]
  151. Varun Chandola, Vipin Kumar
    Summarization - compressing data into an informative representation. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2007, v:12, n:3, pp:355-378 [Journal]
  152. Michael Steinbach, Vipin Kumar
    Generalizing the notion of confidence. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2007, v:12, n:3, pp:279-299 [Journal]
  153. George Karypis, Rajat Aggarwal, Vipin Kumar, Shashi Shekhar
    Multilevel hypergraph partitioning: applications in VLSI domain. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. VLSI Syst., 1999, v:7, n:1, pp:69-79 [Journal]

  154. Integrating knowledge in problem solving search procedures. [Citation Graph (, )][DBLP]


  155. High Performance Data Mining - Application for Discovery of Patterns in the Global Climate System. [Citation Graph (, )][DBLP]


  156. Using UML to Model EAE and Its Regulatory Network. [Citation Graph (, )][DBLP]


  157. Comparative Evaluation of Anomaly Detection Techniques for Sequence Data. [Citation Graph (, )][DBLP]


  158. Semi-supervised approach to rapid and reliable labeling of large data sets. [Citation Graph (, )][DBLP]


  159. Land cover change detection: a case study. [Citation Graph (, )][DBLP]


  160. Quantitative evaluation of approximate frequent pattern mining algorithms. [Citation Graph (, )][DBLP]


  161. An association analysis approach to biclustering. [Citation Graph (, )][DBLP]


  162. Discovery of Patterns in Global Earth Science Data Using Data Mining. [Citation Graph (, )][DBLP]


  163. Similarity Measures for Categorical Data: A Comparative Evaluation. [Citation Graph (, )][DBLP]


  164. A Framework for Exploring Categorical Data. [Citation Graph (, )][DBLP]


  165. Systematic Evaluation of Scaling Methods for Gene Expression Data. [Citation Graph (, )][DBLP]


  166. Association Analysis Techniques for Bioinformatics Problems. [Citation Graph (, )][DBLP]


  167. Integrative Biomarker Discovery for Breast Cancer Metastasis from Gene Expression and Protein Interaction Data Using Error-tolerant Pattern Mining. [Citation Graph (, )][DBLP]


  168. Robust and efficient identification of biomarkers by classifying features on graphs. [Citation Graph (, )][DBLP]


  169. Incorporating functional inter-relationships into protein function prediction algorithms. [Citation Graph (, )][DBLP]


  170. Anomaly detection: A survey. [Citation Graph (, )][DBLP]


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