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Note: Links lead to the DBLP on the Web. Vipin Kumar Antonio Laganà , Marina L. Gavrilova , Vipin Kumar, Youngsong Mun , Chih Jeng Kenneth Tan , Osvaldo Gervasi : Computational Science and Its Applications - ICCSA 2004, International Conference, Assisi, Italy, May 14-17, 2004, Proceedings, Part I Springer 2004 Antonio Laganà , Marina L. Gavrilova , Vipin Kumar, Youngsong Mun , Chih Jeng Kenneth Tan , Osvaldo Gervasi : Computational Science and Its Applications - ICCSA 2004, International Conference, Assisi, Italy, May 14-17, 2004, Proceedings, Part II Springer 2004 Antonio Laganà , Marina L. Gavrilova , Vipin Kumar, Youngsong Mun , Chih Jeng Kenneth Tan , Osvaldo Gervasi : Computational Science and Its Applications - ICCSA 2004, International Conference, Assisi, Italy, May 14-17, 2004, Proceedings, Part III Springer 2004 Antonio Laganà , Marina L. Gavrilova , Vipin Kumar, Youngsong Mun , Chih Jeng Kenneth Tan , Osvaldo Gervasi : Computational Science and Its Applications - ICCSA 2004, International Conference, Assisi, Italy, May 14-17, 2004, Proceedings, Part IV Springer 2004 Pang-Ning Tan , Vipin Kumar, Jaideep Srivastava : Selecting the right objective measure for association analysis. Inf. Syst. 29 (4): 293-313 (2004) Vipin Kumar, Marina L. Gavrilova , Chih Jeng Kenneth Tan , Pierre L'Ecuyer : Computational Science and Its Applications - ICCSA 2003, International Conference, Montreal, Canada, May 18-21, 2003, Proceedings, Part I Springer 2003 Vipin Kumar, Marina L. Gavrilova , Chih Jeng Kenneth Tan , Pierre L'Ecuyer : Computational Science and Its Applications - ICCSA 2003, International Conference, Montreal, Canada, May 18-21, 2003, Proceedings, Part II Springer 2003 Vipin Kumar, Marina L. Gavrilova , Chih Jeng Kenneth Tan , Pierre L'Ecuyer : Computational Science and Its Applications - ICCSA 2003, International Conference, Montreal, Canada, May 18-21, 2003, Proceedings, Part III Springer 2003 David R. Musicant , Vipin Kumar, Aysel Ozgur : Optimizing F-Measure with Support Vector Machines. FLAIRS Conference 2003 : 356-360 Aleksandar Lazarevic , Ramdev Kanapady , Chandrika Kamath , Vipin Kumar, Kumar Tamma : Localized Prediction of Continuous Target Variables Using Hierarchical Clustering. ICDM 2003 : 139-146 Hui Xiong , Pang-Ning Tan , Vipin Kumar: Mining Strong Affinity Association Patterns in Data Sets with Skewed Support Distribution. ICDM 2003 : 387-394 Michael Steinbach , Pang-Ning Tan , Vipin Kumar, Steven A. Klooster , Christopher Potter : Discovery of climate indices using clustering. KDD 2003 : 446-455 Pusheng Zhang , Yan Huang , Shashi Shekhar , Vipin Kumar: Correlation Analysis of Spatial Time Series Datasets: A Filter-and-Refine Approach. PAKDD 2003 : 532-544 Jinmei Xu , Hui Xiong , Sam Yuan Sung , Vipin Kumar: A New Clustering Algorithm for Transaction Data via Caucus. PAKDD 2003 : 551-562 Aleksandar Lazarevic , Levent Ertöz , Vipin Kumar, Aysel Ozgur , Jaideep Srivastava : A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection. SDM 2003 Levent Ertöz , Michael Steinbach , Vipin Kumar: Finding Clusters of Different Sizes, Shapes, and Densities in Noisy, High Dimensional Data. SDM 2003 Pusheng Zhang , Yan Huang , Shashi Shekhar , Vipin Kumar: Exploiting Spatial Autocorrelation to Efficiently Process Correlation-Based Similarity Queries. SSTD 2003 : 449-468 Robert L. Grossman , Jiawei Han , Vipin Kumar, Heikki Mannila , Rajeev Motwani : Proceedings of the Second SIAM International Conference on Data Mining, Arlington, VA, USA, April 11-13, 2002 SIAM 2002 Vipin Kumar, Franz-Josef Pfreundt , Hans Burkhard , Jose Laghina Palma : Applications on High Performance Computers. Euro-Par 2002 : 409 Mahesh V. Joshi , Ramesh C. Agarwal , Vipin Kumar: Predicting rare classes: can boosting make any weak learner strong? KDD 2002 : 297-306 Pang-Ning Tan , Vipin Kumar, Jaideep Srivastava : Selecting the right interestingness measure for association patterns. KDD 2002 : 32-41 Mahesh V. Joshi , Ramesh C. Agarwal , Vipin Kumar: Predicting Rare Classes: Comparing Two-Phase Rule Induction to Cost-Sensitive Boosting. PKDD 2002 : 237-249 Vipin Kumar, Mahesh V. Joshi , Eui-Hong Han , Pang-Ning Tan , Michael Steinbach : High Performance Data Mining. VECPAR 2002 : 111-125 B. Uygar Oztekin , George Karypis , Vipin Kumar: Expert agreement and content based reranking in a meta search environment using Mearf. WWW 2002 : 333-344 Jiawei Han , Russ B. Altman , Vipin Kumar, Heikki Mannila , Daryl Pregibon : Emerging scientific applications in data mining. Commun. ACM 45 (8): 54-58 (2002) Kirk Schloegel , George Karypis , Vipin Kumar: Parallel static and dynamic multi-constraint graph partitioning. Concurrency and Computation: Practice and Experience 14 (3): 219-240 (2002) Pang-Ning Tan , Vipin Kumar: Discovery of Web Robot Sessions Based on their Navigational Patterns. Data Min. Knowl. Discov. 6 (1): 9-35 (2002) Kirk Schloegel , George Karypis , Vipin Kumar: Graph Partitioning for Dynamic, Adaptive and Multi-phase Scientific Simulations. CLUSTER 2001 : 271-273 Mahesh V. Joshi , Vipin Kumar, Ramesh C. Agarwal : Evaluating Boosting Algorithms to Classify Rare Classes: Comparison and Improvements. ICDM 2001 : 257-264 Ananth Grama , Vipin Kumar, Sanjay Ranka , Vineet Singh : Architecture Independent Analysis of Parallel Programs. International Conference on Computational Science (2) 2001 : 599-608 Eui-Hong Han , George Karypis , Vipin Kumar: Text Categorization Using Weight Adjusted k-Nearest Neighbor Classification. PAKDD 2001 : 53-65 Pang-Ning Tan , Vipin Kumar: Mining Indirect Associations in Web Data. WEBKDD 2001 : 145-166 Kirk Schloegel , George Karypis , Vipin Kumar: Wavefront Diffusion and LMSR: Algorithms for Dynamic Repartitioning of Adaptive Meshes. IEEE Trans. Parallel Distrib. Syst. 12 (5): 451-466 (2001) Vipin Kumar, Sanjay Ranka , Vineet Singh : Guest Editors' Introduction: Special Issue on High-Performance Data Mining. J. Parallel Distrib. Comput. 61 (3): 281-284 (2001) William Leinberger , George Karypis , Vipin Kumar: Memory Management Techniques for Gang Scheduling. Euro-Par 2000 : 252-261 Kirk Schloegel , George Karypis , Vipin Kumar: Parallel Multilevel Algorithms for Multi-constraint Graph Partitioning (Distinguished Paper). Euro-Par 2000 : 296-310 William Leinberger , George Karypis , Vipin Kumar: Load Balancing Across Near-Homogeneous Multi-Resource Servers. Heterogeneous Computing Workshop 2000 : 60-71 Vipin Kumar, Kirk Schloegel , George Karypis : Graph Partitioning for Dynamic, Adaptive, and Multi-phase Computations. IPDPS Workshops 2000 : 476-476 Hillol Kargupta , Philip Chan , Vipin Kumar, Zoran Obradovic : Distributed and parallel knowledge discovery (workshop session - title only). KDD 2000 : 534 Pang-Ning Tan , Vipin Kumar, Jaideep Srivastava : Indirect Association: Mining Higher Order Dependencies in Data. PKDD 2000 : 632-637 Kirk Schloegel , George Karypis , Vipin Kumar: A Unified Algorithm for Load-balancing Adaptive Scientific Simulations. SC 2000 Eui-Hong Han , George Karypis , Vipin Kumar: Scalable Parallel Data Mining for Association Rules. IEEE Trans. Knowl. Data Eng. 12 (2): 377-352 (2000) Hillol Kargupta , Joydeep Ghosh , Vipin Kumar, Zoran Obradovic : Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD-2000. SIGKDD Explorations 2 (2): 108-109 (2000) George Karypis , Vipin Kumar: Multilevel k -way Hypergraph Partitioning. DAC 1999 : 343-348 Kirk Schloegel , George Karypis , Vipin Kumar: A New Algorithm for Multi-objective Graph Partitioning. Euro-Par 1999 : 322-331 Vipin Kumar, Jaideep Srivastava : High Performance Data Mining. HiPC 1999 : 177 William Leinberger , George Karypis , Vipin Kumar: Multi-Capacity Bin Packing Algorithms with Applications to Job Scheduling under Multiple Constraints. ICPP 1999 : 404-412 Mahesh V. Joshi , Eui-Hong Han , George Karypis , Vipin Kumar: Efficient Parallel Algorithms for Mining Associations. Large-Scale Parallel Data Mining 1999 : 83-126 Kirk Schloegel , George Karypis , Vipin Kumar: Dynamic Repartitioning of Adaptively Refined Meshes. PPSC 1999 Mahesh V. Joshi , George Karypis , Vipin Kumar, Anshul Gupta , Fred G. Gustavson : PSPASES: An Efficient and Scalable Parallel Sparse Direct Solver. PPSC 1999 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. Artif. Intell. Rev. 13 (5-6): 365-391 (1999) Anurag Srivastava , Eui-Hong Han , Vipin Kumar, Vineet Singh : Parallel Formulations of Decision-Tree Classification Algorithms. Data Min. Knowl. Discov. 3 (3): 237-261 (1999) George Karypis , Eui-Hong Han , Vipin Kumar: Chameleon: Hierarchical Clustering Using Dynamic Modeling. IEEE Computer 32 (8): 68-75 (1999) Ananth Grama , Vipin Kumar: State of the Art in Parallel Search Techniques for Discrete Optimization Problems. IEEE Trans. Knowl. Data Eng. 11 (1): 28-35 (1999) 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 Anurag Srivastava , Eui-Hong Han , Vipin Kumar, Vineet Singh : Parallel Formulations of Decision-Tree Classification Algorithms. ICPP 1998 : 237-244 Mahesh V. Joshi , George Karypis , Vipin Kumar: ScalParC: A New Scalable and Efficient Parallel Classification Algorithm for Mining Large Datasets. IPPS/SPDP 1998 : 573-579 Anshul Gupta , Mahesh V. Joshi , Vipin Kumar: WSSMP: A High-Performance Serial and Parallel Symmetric Sparse Linear Solver. PARA 1998 : 182-194 Kirk Schloegel , George Karypis , Vipin Kumar: Load Balancing of Dynamic and Adaptive Mesh-Based Computations. Symposium on Reliable Distributed Systems 1998 : 311 Eui-Hong Han , George Karypis , Vipin Kumar, Bamshad Mobasher : Hypergraph Based Clustering in High-Dimensional Data Sets: A Summary of Results. IEEE Data Eng. Bull. 21 (1): 15-22 (1998) Shashi Shekhar , Sivakumar Ravada , Vipin Kumar, Douglas Chubb , Greg Turner : Declustering and Load-Balancing Methods for Parallelizing Geographic Information Systems. IEEE Trans. Knowl. Data Eng. 10 (4): 632-655 (1998) George Karypis , Vipin Kumar: A Parallel Algorithm for Multilevel Graph Partitioning and Sparse Matrix Ordering. J. Parallel Distrib. Comput. 48 (1): 71-95 (1998) George Karypis , Vipin Kumar: Multilevel k-way Partitioning Scheme for Irregular Graphs. J. Parallel Distrib. Comput. 48 (1): 96-129 (1998) Ananth Grama , Vipin Kumar, Ahmed H. Sameh : Scalable Parallel Formulations of the Barnes-Hut Method for n -Body Simulations. Parallel Computing 24 (5-6): 797-822 (1998) George Karypis , Rajat Aggarwal , Vipin Kumar, Shashi Shekhar : Multilevel Hypergraph Partitioning: Application in VLSI Domain. DAC 1997 : 526-529 Eui-Hong Han , George Karypis , Vipin Kumar, Bamshad Mobasher : Clustering Based On Association Rule Hypergraphs. DMKD 1997 : 0- Kirk Schloegel , George Karypis , Vipin Kumar: Repartitioning of Adaptive Meshes: Experiments with Multilevel Diffusion. Euro-Par 1997 : 945-949 George Karypis , Vipin Kumar: A Coarse-Grain Parallel Formulation of Multilevel k-way Graph Partitioning Algorithm. PPSC 1997 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. PPSC 1997 Vipin Kumar, George Karypis , Ananth Grama : Role of Message-Passing in Performance Oriented Parallel Programming. PPSC 1997 Eui-Hong Han , George Karypis , Vipin Kumar: Scalable Parallel Data Mining for Association Rules. SIGMOD Conference 1997 : 277-288 Anshul Gupta , George Karypis , Vipin Kumar: Highly Scalable Parallel Algorithms for Sparse Matrix Factorization. IEEE Trans. Parallel Distrib. Syst. 8 (5): 502-520 (1997) Kirk Schloegel , George Karypis , Vipin Kumar: Multilevel Diffusion Schemes for Repartitioning of Adaptive Meshes. J. Parallel Distrib. Comput. 47 (2): 109-124 (1997) George Karypis , Vipin Kumar: Parallel Multilevel Graph Partitioning. IPPS 1996 : 314-319 Shashi Shekhar , Sivakumar Ravada , Vipin Kumar, Douglas Chubb , Greg Turner : Parallelizing a GIS on a Shared Address Space Architecture. IEEE Computer 29 (12): 42-48 (1996) George Karypis , Vipin Kumar: Multilevel Graph Partitioning Schemes. ICPP (3) 1995 : 113-122 Daniel Challou , Daniel Boley , Maria L. Gini , Vipin Kumar: A parallel Formulation of Informed Randomized Search for Robot Motion Planning Problems. ICRA 1995 : 709-714 George Karypis , Anshul Gupta , Vipin Kumar: A Highly Parallel Interior Point Algorithm. PPSC 1995 : 110-112 Ananth Grama , Vipin Kumar, Ahmed H. Sameh : N-Body Simulations Using Message Passsing Parallel Computers. PPSC 1995 : 355-360 Anshul Gupta , Vipin Kumar: Optimally Scalable Parallel Sparse Cholesky Factorization. PPSC 1995 : 442-447 Vipin Kumar: Position Paper. PPSC 1995 : 870-871 George Karypis , Vipin Kumar: Analysis of Multilevel Graph Partitioning. SC 1995 Anshul Gupta , Vipin Kumar: Parallel Algorithms for Forward and Back Substitution in Direct Solution of Sparse Linear Systems. SC 1995 Ananth Grama , Vipin Kumar, Ahmed H. Sameh : Parallel Matrix-Vector Product Using Approximate Hierarchical Methods. SC 1995 Shashi Shekhar , Sivakumar Ravada , Vipin Kumar, Douglas Chubb , Greg Turner : Load Balancing in High Performance GIS: Declustering Polygonal Maps. SSD 1995 : 196-215 Anshul Gupta , Vipin Kumar, Ahmed H. Sameh : Performance and Scalability of Preconditioned Conjugate Gradient Methods on Parallel Computers. IEEE Trans. Parallel Distrib. Syst. 6 (5): 455-469 (1995) Vipin Kumar, Ananth Grama , Anshul Gupta , George Karypis : Introduction to Parallel Computing. Benjamin/Cummings 1994 Tom Nurkkala , Vipin Kumar: A Parallel Parsing Algorithm for Natural Language using Tree Adjoining Grammar. IPPS 1994 : 820-828 George Karypis , Anshul Gupta , Vipin Kumar: A parallel formulation of interior point algorithms. SC 1994 : 204-213 Ananth Grama , Vipin Kumar, Ahmed H. Sameh : Scalable parallel formulations of the Barnes-Hut method for n -body simulations. SC 1994 : 439-448 Anshul Gupta , Vipin Kumar: A scalable parallel algorithm for sparse Cholesky factorization. SC 1994 : 793-802 George Karypis , Vipin Kumar: Unstructured Tree Search on SIMD Parallel Computers. IEEE Trans. Parallel Distrib. Syst. 5 (10): 1057-1072 (1994) Vipin Kumar, Shashi Shekhar , Minesh B. Amin : A Scalable Parallel Formulation of the Backpropagation Algorithm for Hypercubes and Related Architectures. IEEE Trans. Parallel Distrib. Syst. 5 (10): 1073-1090 (1994) Vipin Kumar, Ananth Grama , Nageshwara Rao Vempaty : Scalable Load Balancing Techniques for Parallel Computers. J. Parallel Distrib. Comput. 22 (1): 60-79 (1994) Anshul Gupta , Vipin Kumar: Scalability of Parallel Algorithms for Matrix Multiplication. ICPP 1993 : 115-123 Daniel J. Challou , Maria L. Gini , Vipin Kumar: Parallel Search Algorithms for Robot Motion Planning. ICRA (2) 1993 : 46-51 George Karypis , Vipin Kumar: Efficient Parallel Mappings of a Dynamic Programming Algorithm: A Summary of Results. IPPS 1993 : 563-568 Anshul Gupta , Vipin Kumar, Ahmed H. Sameh : Performance and Scalability of Preconditioned Conjugate Gradient Methods on the CM-5. PPSC 1993 : 664-674 V. Nagesjwara Rao , Vipin Kumar: On the Efficiency of Parallel Backtracking. IEEE Trans. Parallel Distrib. Syst. 4 (4): 427-437 (1993) Anshul Gupta , Vipin Kumar: The Scalability of FFT on Parallel Computers. IEEE Trans. Parallel Distrib. Syst. 4 (8): 922-932 (1993) Anshul Gupta , Vipin Kumar: Performance Properties of Large Scale Parallel Systems. J. Parallel Distrib. Comput. 19 (3): 234-244 (1993) George Karypis , Vipin Kumar: Unstructured Tree Search on SIMD Parallel Computers: A Summary of Results. SC 1992 : 453-462 Ananth Grama , Vipin Kumar: Scalability Analysis of Partitioning Strategies for Finite Element Graphs: A Summary of Results. SC 1992 : 83-92 Vipin Kumar: Algorithms for Constraint-Satisfaction Problems: A Survey. AI Magazine 13 (1): 32-44 (1992) Nageshwara Rao Vempaty , Vipin Kumar, Richard E. Korf : Depth-First Versus Best-First Search. AAAI 1991 : 434-440 Vipin Kumar, Anshul Gupta : Analysis of scalability of parallel algorithms and architectures: a survey. ICS 1991 : 396-405 Vineet Singh , Vipin Kumar, Gul Agha , Chris Tomlinson : Scalability of Parallel Sorting on Mesh Multicomputers. IPPS 1991 : 92-101 Yow-Jian Lin , Vipin Kumar: AND-Parallel Execution of Logic Programs on a Shared-Memory Multiprocessor. J. Log. Program. 10 (1/2/3&4): 155-178 (1991) Vipin Kumar, Vineet Singh : Scalability of Parallel Algorithms for the All-Pairs Shortest-Path Problem. J. Parallel Distrib. Comput. 13 (2): 124-138 (1991) Sunil Arvindam , Vipin Kumar, V. Nageshwara Rao , Vineet Singh : Automatic test pattern generation on parallel processors. Parallel Computing 17 (12): 1323-1342 (1991) Vipin Kumar, Vineet Singh : Scalability of Parallel Algorithms for the All-Pairs Shortest Path Problem: A Summary of Results. ICPP (3) 1990 : 136-140 Sunil Arvindam , Vipin Kumar, V. Nageshwara Rao , Vineet Singh : Automatic Test Pattern Generation on Multiprocessors: A Summary of Results. KBCS 1989 : 41-51 Vipin Kumar, K. Ramesh , V. Nageshwara Rao : Parallel Best-First Search of State-Space Graphs: A Summary of Results. AAAI 1988 : 122-127 Yow-Jian Lin , Vipin Kumar: Performance of And-Paralle Execution of Logic Programs on a Shared-Memory Multiprocessor. FGCS 1988 : 851-860 V. Nageshwara Rao , Vipin Kumar: Superlinear Speedup in Parallel State-Space Search. FSTTCS 1988 : 161-174 Yow-Jian Lin , Vipin Kumar: AND-Parallel Execution of Logic Programs on a Shared Memory Multiprocessor: A Summary of Results. ICLP/SLP 1988 : 1123-1141 V. Nageshwara Rao , Vipin Kumar: Concurrent Access of Priority Queues. IEEE Trans. Computers 37 (12): 1657-1665 (1988) Vipin Kumar, Yow-Jian Lin : A Data-Dependency-Based Intelligent Backtracking Scheme for Prolog. J. Log. Program. 5 (2): 165-181 (1988) V. Nageshwara Rao , Vipin Kumar, K. Ramesh : A Parallel Implementation of Iterative-Deepening-A*. AAAI 1987 : 178-182 Vipin Kumar, Yow-Jian Lin : An Intelligent Backtracking Scheme for Prolog. SLP 1987 : 406-414 Vipin Kumar, Yow-Jian Lin : A Framework for Intelligent Backtracking in Logic Programs. FSTTCS 1986 : 108-123 Yow-Jian Lin , Vipin Kumar, Clement H. C. Leung : An Intelligent Backtracking Algorithm for Parallel Execution of Logic Programs. ICLP 1986 : 55-68 Vipin Kumar, Yow-Jian Lin : A Parallel Execution Scheme for Exploiting and Parallelism of Logic Programs. ICPP 1986 : 972-975 Vipin Kumar: A General Bottom-up Procedure for Searching And/Or Graphs. AAAI 1984 : 182-187 Dana S. Nau , Vipin Kumar, Laveen N. Kanal : General Branch and Bound, and its Relation to A and AO. Artif. Intell. 23 (1): 29-58 (1984) Vipin Kumar, Laveen N. Kanal : The Composite Decision Process: A Unifying Formulation for Heuristic Search, Dynamic Programming and Branch & Bound Procedures. AAAI 1983 : 220-224 Vipin Kumar, Laveen N. Kanal : A General Branch and Bound Formulation for Understanding and Synthesizing And/Or Tree Search Procedures. Artif. Intell. 21 (1-2): 179-198 (1983) Dana S. Nau , Vipin Kumar, Laveen N. Kanal : A General Paradigm for A.I. Search Procedures. AAAI 1982 : 120-123 Martin Huits , Vipin Kumar: The Practical Significance of Distributive Partitioning Sort. Inf. Process. 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