 | 2009 |
|---|
| 195 |       | Gowtham Atluri,
Rohit Gupta,
Gang Fang,
Gaurav Pandey,
Michael Steinbach,
Vipin Kumar:
Association Analysis Techniques for Bioinformatics Problems.
BICoB 2009: 1-13 |
| 194 | | Mark Read,
Jon Timmis,
Paul S. Andrews,
Vipin Kumar:
Using UML to Model EAE and Its Regulatory Network.
ICARIS 2009: 4-6 |
| 193 | | Gaurav Pandey,
Gowtham Atluri,
Michael Steinbach,
Chad L. Myers,
Vipin Kumar:
An association analysis approach to biclustering.
KDD 2009: 677-686 |
| 192 | | Varun Chandola,
Shyam Boriah,
Vipin Kumar:
A Framework for Exploring Categorical Data.
SDM 2009: 185-196 |
| 191 | | Ananth Grama,
Vipin Kumar:
Load Balancing for Parallel Optimization Techniques.
Encyclopedia of Optimization 2009: 1905-1911 |
| 190 | | Varun Chandola,
Arindam Banerjee,
Vipin Kumar:
Anomaly detection: A survey.
ACM Comput. Surv. 41(3): (2009) |
| 189 | | Gaurav Pandey,
Chad L. Myers,
Vipin Kumar:
Incorporating functional inter-relationships into protein function prediction algorithms.
BMC Bioinformatics 10: (2009) |
| 188 | | Hui Xiong,
Michael Steinbach,
Arifin Ruslim,
Vipin Kumar:
Characterizing pattern preserving clustering.
Knowl. Inf. Syst. 19(3): 311-336 (2009) |
| 2008 |
|---|
| 187 | | Gaurav Pandey,
Lakshmi Naarayanan Ramakrishnan,
Michael Steinbach,
Vipin Kumar:
Systematic Evaluation of Scaling Methods for Gene Expression Data.
BIBM 2008: 376-381 |
| 186 | | Varun Chandola,
Varun Mithal,
Vipin Kumar:
Comparative Evaluation of Anomaly Detection Techniques for Sequence Data.
ICDM 2008: 743-748 |
| 185 | | Rohit Gupta,
Gang Fang,
Blayne Field,
Michael Steinbach,
Vipin Kumar:
Quantitative evaluation of approximate frequent pattern mining algorithms.
KDD 2008: 301-309 |
| 184 | | György J. Simon,
Vipin Kumar,
Zhi-Li Zhang:
Semi-supervised approach to rapid and reliable labeling of large data sets.
KDD 2008: 641-649 |
| 183 | | Shyam Boriah,
Vipin Kumar,
Michael Steinbach,
Christopher Potter,
Steven A. Klooster:
Land cover change detection: a case study.
KDD 2008: 857-865 |
| 182 | | Shyam Boriah,
Varun Chandola,
Vipin Kumar:
Similarity Measures for Categorical Data: A Comparative Evaluation.
SDM 2008: 243-254 |
| 181 | | TaeHyun Hwang,
Hugues Sicotte,
Ze Tian,
Baolin Wu,
Jean-Pierre Kocher,
Dennis A. Wigle,
Vipin Kumar,
Rui Kuang:
Robust and efficient identification of biomarkers by classifying features on graphs.
Bioinformatics 24(18): 2023-2029 (2008) |
| 180 | | Xindong Wu,
Vipin Kumar,
J. Ross Quinlan,
Joydeep Ghosh,
Qiang Yang,
Hiroshi Motoda,
Geoffrey J. McLachlan,
Angus F. M. Ng,
Bing Liu,
Philip S. Yu,
Zhi-Hua Zhou,
Michael Steinbach,
David J. Hand,
Dan Steinberg:
Top 10 algorithms in data mining.
Knowl. Inf. Syst. 14(1): 1-37 (2008) |
| 179 | | Arnold Goodman,
Chandrika Kamath,
Vipin Kumar:
Data Analysis in the 21st Century.
Statistical Analysis and Data Mining 1(1): 1-3 (2008) |
| 178 | | Vipin Kumar:
Summary Report of SDM 2008 Panel: Perspectives on Research Directions and Trends for the Data Mining Research Community.
Statistical Analysis and Data Mining 1(3): 211-213 (2008) |
| 2007 |
|---|
| 177 | | Vipin Kumar:
High Performance Data Mining - Application for Discovery of Patterns in the Global Climate System.
HiPC 2007: 4 |
| 176 | | 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.
International Conference on Computational Science (1) 2007: 1222-1229 |
| 175 | | Gaurav Pandey,
Michael Steinbach,
Rohit Gupta,
Tushar Garg,
Vipin Kumar:
Association analysis-based transformations for protein interaction networks: a function prediction case study.
KDD 2007: 540-549 |
| 174 | | György J. Simon,
Vipin Kumar,
Zhi-Li Zhang:
Estimating False Negatives for Classification Problems with Cluster Structure.
SDM 2007 |
| 173 | | Michael Steinbach,
Vipin Kumar:
Generalizing the notion of confidence.
Knowl. Inf. Syst. 12(3): 279-299 (2007) |
| 172 | | Varun Chandola,
Vipin Kumar:
Summarization - compressing data into an informative representation.
Knowl. Inf. Syst. 12(3): 355-378 (2007) |
| 2006 |
|---|
| 171 |  | Marina L. Gavrilova,
Osvaldo Gervasi,
Vipin Kumar,
Chih Jeng Kenneth Tan,
David Taniar,
Antonio Laganà,
Youngsong Mun,
Hyunseung Choo:
Computational Science and Its Applications - ICCSA 2006, International Conference, Glasgow, UK, May 8-11, 2006, Proceedings, Part I
Springer 2006 |
| 170 | | Marina L. Gavrilova,
Osvaldo Gervasi,
Vipin Kumar,
Chih Jeng Kenneth Tan,
David Taniar,
Antonio Laganà,
Youngsong Mun,
Hyunseung Choo:
Computational Science and Its Applications - ICCSA 2006, International Conference, Glasgow, UK, May 8-11, 2006, Proceedings, Part II
Springer 2006 |
| 169 | | Marina L. Gavrilova,
Osvaldo Gervasi,
Vipin Kumar,
Chih Jeng Kenneth Tan,
David Taniar,
Antonio Laganà,
Youngsong Mun,
Hyunseung Choo:
Computational Science and Its Applications - ICCSA 2006, International Conference, Glasgow, UK, May 8-11, 2006, Proceedings, Part III
Springer 2006 |
| 168 | | Marina L. Gavrilova,
Osvaldo Gervasi,
Vipin Kumar,
Chih Jeng Kenneth Tan,
David Taniar,
Antonio Laganà,
Youngsong Mun,
Hyunseung Choo:
Computational Science and Its Applications - ICCSA 2006, International Conference, Glasgow, UK, May 8-11, 2006, Proceedings, Part IV
Springer 2006 |
| 167 | | Marina L. Gavrilova,
Osvaldo Gervasi,
Vipin Kumar,
Chih Jeng Kenneth Tan,
David Taniar,
Antonio Laganà,
Youngsong Mun,
Hyunseung Choo:
Computational Science and Its Applications - ICCSA 2006, International Conference, Glasgow, UK, May 8-11, 2006, Proceedings, Part V
Springer 2006 |
| 166 | | Mark Shaneck,
Yongdae Kim,
Vipin Kumar:
Privacy Preserving Nearest Neighbor Search.
ICDM Workshops 2006: 541-545 |
| 165 | | Prasanna Kumar Desikan,
Nishith Pathak,
Jaideep Srivastava,
Vipin Kumar:
Divide and conquer approach for efficient pagerank computation.
ICWE 2006: 233-240 |
| 164 | | György J. Simon,
Hui Xiong,
Eric Eilertson,
Vipin Kumar:
Scan Detection: A Data Mining Approach.
SDM 2006 |
| 163 | | Hui Xiong,
Pang-Ning Tan,
Vipin Kumar:
Hyperclique pattern discovery.
Data Min. Knowl. Discov. 13(2): 219-242 (2006) |
| 162 | | Hui Xiong,
Gaurav Pandey,
Michael Steinbach,
Vipin Kumar:
Enhancing Data Analysis with Noise Removal.
IEEE Trans. Knowl. Data Eng. 18(2): 304-319 (2006) |
| 161 | | Hui Xiong,
Shashi Shekhar,
Pang-Ning Tan,
Vipin Kumar:
TAPER: A Two-Step Approach for All-Strong-Pairs Correlation Query in Large Databases.
IEEE Trans. Knowl. Data Eng. 18(4): 493-508 (2006) |
| 160 | | Hui Xiong,
Michael Steinbach,
Vipin Kumar:
Privacy leakage in multi-relational databases: a semi-supervised learning perspective.
VLDB J. 15(4): 388-402 (2006) |
| 2005 |
|---|
| 159 | | Pang-Ning Tan,
Michael Steinbach,
Vipin Kumar:
Introduction to Data Mining
Addison-Wesley 2005 |
| 158 | | Osvaldo Gervasi,
Marina L. Gavrilova,
Vipin Kumar,
Antonio Laganà,
Heow Pueh Lee,
Youngsong Mun,
David Taniar,
Chih Jeng Kenneth Tan:
Computational Science and Its Applications - ICCSA 2005, International Conference, Singapore, May 9-12, 2005, Proceedings, Part I
Springer 2005 |
| 157 | | Osvaldo Gervasi,
Marina L. Gavrilova,
Vipin Kumar,
Antonio Laganà,
Heow Pueh Lee,
Youngsong Mun,
David Taniar,
Chih Jeng Kenneth Tan:
Computational Science and Its Applications - ICCSA 2005, International Conference, Singapore, May 9-12, 2005, Proceedings, Part II
Springer 2005 |
| 156 | | Osvaldo Gervasi,
Marina L. Gavrilova,
Vipin Kumar,
Antonio Laganà,
Heow Pueh Lee,
Youngsong Mun,
David Taniar,
Chih Jeng Kenneth Tan:
Computational Science and Its Applications - ICCSA 2005, International Conference, Singapore, May 9-12, 2005, Proceedings, Part III
Springer 2005 |
| 155 | | Osvaldo Gervasi,
Marina L. Gavrilova,
Vipin Kumar,
Antonio Laganà,
Heow Pueh Lee,
Youngsong Mun,
David Taniar,
Chih Jeng Kenneth Tan:
Computational Science and Its Applications - ICCSA 2005, International Conference, Singapore, May 9-12, 2005, Proceedings, Part IV
Springer 2005 |
| 154 | | Hui Xiong,
Michael Steinbach,
Vipin Kumar:
Privacy leakage in multi-relational databases via pattern based semi-supervised learning.
CIKM 2005: 355-356 |
| 153 | | Michael Steinbach,
Vipin Kumar:
Generalizing the Notion of Confidence.
ICDM 2005: 402-409 |
| 152 | | Varun Chandola,
Vipin Kumar:
Summarization - Compressing Data into an Informative Representation.
ICDM 2005: 98-105 |
| 151 | | Aleksandar Lazarevic,
Vipin Kumar:
Feature bagging for outlier detection.
KDD 2005: 157-166 |
| 150 | | 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.
Pacific Symposium on Biocomputing 2005 |
| 149 | | Prasanna Kumar Desikan,
Nishith Pathak,
Jaideep Srivastava,
Vipin Kumar:
Incremental page rank computation on evolving graphs.
WWW (Special interest tracks and posters) 2005: 1094-1095 |
| 148 | | Vipin Kumar:
Parallel and Distributed Computing for Cybersecurity.
IEEE Distributed Systems Online 6(10): (2005) |
| 147 | | Jieping Ye,
Qi Li,
Hui Xiong,
Haesun Park,
Ravi Janardan,
Vipin Kumar:
IDR/QR: An Incremental Dimension Reduction Algorithm via QR Decomposition.
IEEE Trans. Knowl. Data Eng. 17(9): 1208-1222 (2005) |
| 2004 |
|---|
| 146 | | 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 |
| 145 | | 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 |
| 144 | | 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 |
| 143 | | 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 |
| 142 | | Michael Steinbach,
Pang-Ning Tan,
Vipin Kumar:
Support envelopes: a technique for exploring the structure of association patterns.
KDD 2004: 296-305 |
| 141 | | 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.
KDD 2004: 334-343 |
| 140 | | Jieping Ye,
Qi Li,
Hui Xiong,
Haesun Park,
Ravi Janardan,
Vipin Kumar:
IDR/QR: an incremental dimension reduction algorithm via QR decomposition.
KDD 2004: 364-373 |
| 139 | | Michael Steinbach,
Pang-Ning Tan,
Hui Xiong,
Vipin Kumar:
Generalizing the notion of support.
KDD 2004: 689-694 |
| 138 | | 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.
SDM 2004 |
| 137 | | Mahesh V. Joshi,
Vipin Kumar:
CREDOS: Classification Using Ripple Down Structure (A Case for Rare Classes).
SDM 2004 |
| 136 | | Hui Xiong,
Michael Steinbach,
Pang-Ning Tan,
Vipin Kumar:
HICAP: Hierarchical Clustering with Pattern Preservation.
SDM 2004 |
| 135 | | Aysel Ozgur,
Pang-Ning Tan,
Vipin Kumar:
RBA: An Integrated Framework for Regression based on Association Rules.
SDM 2004 |
| 134 | | Pang-Ning Tan,
Vipin Kumar,
Jaideep Srivastava:
Selecting the right objective measure for association analysis.
Inf. Syst. 29(4): 293-313 (2004) |
| 2003 |
|---|
| 133 | | 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 |
| 132 | | 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 |
| 131 | | 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 |
| 130 | | David R. Musicant,
Vipin Kumar,
Aysel Ozgur:
Optimizing F-Measure with Support Vector Machines.
FLAIRS Conference 2003: 356-360 |
| 129 | | Aleksandar Lazarevic,
Ramdev Kanapady,
Chandrika Kamath,
Vipin Kumar,
Kumar K. Tamma:
Localized Prediction of Continuous Target Variables Using Hierarchical Clustering.
ICDM 2003: 139-146 |
| 128 | | Hui Xiong,
Pang-Ning Tan,
Vipin Kumar:
Mining Strong Affinity Association Patterns in Data Sets with Skewed Support Distribution.
ICDM 2003: 387-394 |
| 127 | | Michael Steinbach,
Pang-Ning Tan,
Vipin Kumar,
Steven A. Klooster,
Christopher Potter:
Discovery of climate indices using clustering.
KDD 2003: 446-455 |
| 126 | | Pusheng Zhang,
Yan Huang,
Shashi Shekhar,
Vipin Kumar:
Correlation Analysis of Spatial Time Series Datasets: A Filter-and-Refine Approach.
PAKDD 2003: 532-544 |
| 125 | | Jinmei Xu,
Hui Xiong,
Sam Yuan Sung,
Vipin Kumar:
A New Clustering Algorithm for Transaction Data via Caucus.
PAKDD 2003: 551-562 |
| 124 | | Aleksandar Lazarevic,
Levent Ertöz,
Vipin Kumar,
Aysel Ozgur,
Jaideep Srivastava:
A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection.
SDM 2003 |
| 123 | | Levent Ertöz,
Michael Steinbach,
Vipin Kumar:
Finding Clusters of Different Sizes, Shapes, and Densities in Noisy, High Dimensional Data.
SDM 2003 |
| 122 | | Pusheng Zhang,
Yan Huang,
Shashi Shekhar,
Vipin Kumar:
Exploiting Spatial Autocorrelation to Efficiently Process Correlation-Based Similarity Queries.
SSTD 2003: 449-468 |
| 121 | | B. Uygar Oztekin,
Levent Ertöz,
Vipin Kumar:
Usage Aware PageRank.
WWW (Posters) 2003 |
| 120 | | Levent Ertöz,
Michael Steinbach,
Vipin Kumar:
Finding Topics in Collections of Documents: A Shared Nearest Neighbor Approach.
Clustering and Information Retrieval 2003: 83-104 |
| 119 | | Daniel J. Challou,
Maria L. Gini,
Vipin Kumar,
George Karypis:
Predicting the Performance of Randomized Parallel Search: An Application to Robot Motion Planning.
Journal of Intelligent and Robotic Systems 38(1): 31-53 (2003) |
| 2002 |
|---|
| 118 | | 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 |
| 117 | | Vipin Kumar,
Franz-Josef Pfreundt,
Hans Burkhard,
José M. Laginha M. Palma:
Applications on High Performance Computers.
Euro-Par 2002: 409 |
| 116 | | Mahesh V. Joshi,
Ramesh C. Agarwal,
Vipin Kumar:
Predicting rare classes: can boosting make any weak learner strong?
KDD 2002: 297-306 |
| 115 | | Pang-Ning Tan,
Vipin Kumar,
Jaideep Srivastava:
Selecting the right interestingness measure for association patterns.
KDD 2002: 32-41 |
| 114 | | Mahesh V. Joshi,
Ramesh C. Agarwal,
Vipin Kumar:
Predicting Rare Classes: Comparing Two-Phase Rule Induction to Cost-Sensitive Boosting.
PKDD 2002: 237-249 |
| 113 | | Vipin Kumar,
Mahesh V. Joshi,
Eui-Hong Han,
Pang-Ning Tan,
Michael Steinbach:
High Performance Data Mining.
VECPAR 2002: 111-125 |
| 112 | | B. Uygar Oztekin,
George Karypis,
Vipin Kumar:
Expert agreement and content based reranking in a meta search environment using Mearf.
WWW 2002: 333-344 |
| 111 | | Jiawei Han,
Russ B. Altman,
Vipin Kumar,
Heikki Mannila,
Daryl Pregibon:
Emerging scientific applications in data mining.
Commun. ACM 45(8): 54-58 (2002) |
| 110 | | 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) |
| 109 | | Pang-Ning Tan,
Vipin Kumar:
Discovery of Web Robot Sessions Based on their Navigational Patterns.
Data Min. Knowl. Discov. 6(1): 9-35 (2002) |
| 2001 |
|---|
| 108 | | Kirk Schloegel,
George Karypis,
Vipin Kumar:
Graph Partitioning for Dynamic, Adaptive and Multi-phase Scientific Simulations.
CLUSTER 2001: 271-273 |
| 107 | | Mahesh V. Joshi,
Vipin Kumar,
Ramesh C. Agarwal:
Evaluating Boosting Algorithms to Classify Rare Classes: Comparison and Improvements.
ICDM 2001: 257-264 |
| 106 | | Ananth Grama,
Vipin Kumar,
Sanjay Ranka,
Vineet Singh:
Architecture Independent Analysis of Parallel Programs.
International Conference on Computational Science (2) 2001: 599-608 |
| 105 | | Eui-Hong Han,
George Karypis,
Vipin Kumar:
Text Categorization Using Weight Adjusted k-Nearest Neighbor Classification.
PAKDD 2001: 53-65 |
| 104 | | Mahesh V. Joshi,
Ramesh C. Agarwal,
Vipin Kumar:
Mining Needle in a Haystack: Classifying Rare Classes via Two-phase Rule Induction.
SIGMOD Conference 2001: 91-102 |
| 103 | | Pang-Ning Tan,
Vipin Kumar:
Mining Indirect Associations in Web Data.
WEBKDD 2001: 145-166 |
| 102 | | 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) |
| 101 | | 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) |
| 2000 |
|---|
| 100 | | William Leinberger,
George Karypis,
Vipin Kumar:
Memory Management Techniques for Gang Scheduling.
Euro-Par 2000: 252-261 |
| 99 | | Kirk Schloegel,
George Karypis,
Vipin Kumar:
Parallel Multilevel Algorithms for Multi-constraint Graph Partitioning (Distinguished Paper).
Euro-Par 2000: 296-310 |
| 98 | | William Leinberger,
George Karypis,
Vipin Kumar:
Load Balancing Across Near-Homogeneous Multi-Resource Servers.
Heterogeneous Computing Workshop 2000: 60-71 |
| 97 | | Vipin Kumar,
Kirk Schloegel,
George Karypis:
Graph Partitioning for Dynamic, Adaptive, and Multi-phase Computations.
IPDPS Workshops 2000: 476-476 |
| 96 | | Hillol Kargupta,
Philip Chan,
Vipin Kumar,
Zoran Obradovic:
Distributed and parallel knowledge discovery (workshop session - title only).
KDD 2000: 534 |
| 95 | | Pang-Ning Tan,
Vipin Kumar,
Jaideep Srivastava:
Indirect Association: Mining Higher Order Dependencies in Data.
PKDD 2000: 632-637 |
| 94 | | Kirk Schloegel,
George Karypis,
Vipin Kumar:
A Unified Algorithm for Load-balancing Adaptive Scientific Simulations.
SC 2000 |
| 93 | | Eui-Hong Han,
George Karypis,
Vipin Kumar:
Scalable Parallel Data Mining for Association Rules.
IEEE Trans. Knowl. Data Eng. 12(3): 377-352 (2000) |
| 92 | | 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) |
| 1999 |
|---|
| 91 | | George Karypis,
Vipin Kumar:
Multilevel k-way Hypergraph Partitioning.
DAC 1999: 343-348 |
| 90 | | Kirk Schloegel,
George Karypis,
Vipin Kumar:
A New Algorithm for Multi-objective Graph Partitioning.
Euro-Par 1999: 322-331 |
| 89 | | Vipin Kumar,
Jaideep Srivastava:
High Performance Data Mining.
HiPC 1999: 177 |
| 88 | | William Leinberger,
George Karypis,
Vipin Kumar:
Multi-Capacity Bin Packing Algorithms with Applications to Job Scheduling under Multiple Constraints.
ICPP 1999: 404-412 |
| 87 | | Mahesh V. Joshi,
Eui-Hong Han,
George Karypis,
Vipin Kumar:
Efficient Parallel Algorithms for Mining Associations.
Large-Scale Parallel Data Mining 1999: 83-126 |
| 86 | | Kirk Schloegel,
George Karypis,
Vipin Kumar:
Dynamic Repartitioning of Adaptively Refined Meshes.
PPSC 1999 |
| 85 | | Mahesh V. Joshi,
George Karypis,
Vipin Kumar,
Anshul Gupta,
Fred G. Gustavson:
PSPASES: An Efficient and Scalable Parallel Sparse Direct Solver.
PPSC 1999 |
| 84 | | 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) |
| 83 | | 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) |
| 82 | | George Karypis,
Eui-Hong Han,
Vipin Kumar:
Chameleon: Hierarchical Clustering Using Dynamic Modeling.
IEEE Computer 32(8): 68-75 (1999) |
| 81 | | 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) |
| 80 | | George Karypis,
Rajat Aggarwal,
Vipin Kumar,
Shashi Shekhar:
Multilevel hypergraph partitioning: applications in VLSI domain.
IEEE Trans. VLSI Syst. 7(1): 69-79 (1999) |
| 1998 |
|---|
| 79 | | 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 |
| 78 | | Anurag Srivastava,
Eui-Hong Han,
Vipin Kumar,
Vineet Singh:
Parallel Formulations of Decision-Tree Classification Algorithms.
ICPP 1998: 237-244 |
| 77 | | 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 |
| 76 | | Anshul Gupta,
Mahesh V. Joshi,
Vipin Kumar:
WSSMP: A High-Performance Serial and Parallel Symmetric Sparse Linear Solver.
PARA 1998: 182-194 |
| 75 | | Kirk Schloegel,
George Karypis,
Vipin Kumar:
Load Balancing of Dynamic and Adaptive Mesh-Based Computations.
SRDS 1998: 311 |
| 74 | | 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) |
| 73 | | 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) |
| 72 | | George Karypis,
Vipin Kumar:
A Parallel Algorithm for Multilevel Graph Partitioning and Sparse Matrix Ordering.
J. Parallel Distrib. Comput. 48(1): 71-95 (1998) |
| 71 | | George Karypis,
Vipin Kumar:
Multilevel k-way Partitioning Scheme for Irregular Graphs.
J. Parallel Distrib. Comput. 48(1): 96-129 (1998) |
| 70 | | 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) |
| 1997 |
|---|
| 69 | | George Karypis,
Rajat Aggarwal,
Vipin Kumar,
Shashi Shekhar:
Multilevel Hypergraph Partitioning: Application in VLSI Domain.
DAC 1997: 526-529 |
| 68 | | Eui-Hong Han,
George Karypis,
Vipin Kumar,
Bamshad Mobasher:
Clustering Based On Association Rule Hypergraphs.
DMKD 1997: 0- |
| 67 | | Kirk Schloegel,
George Karypis,
Vipin Kumar:
Repartitioning of Adaptive Meshes: Experiments with Multilevel Diffusion.
Euro-Par 1997: 945-949 |
| 66 | | George Karypis,
Vipin Kumar:
A Coarse-Grain Parallel Formulation of Multilevel k-way Graph Partitioning Algorithm.
PPSC 1997 |
| 65 | | 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 |
| 64 | | Vipin Kumar,
George Karypis,
Ananth Grama:
Role of Message-Passing in Performance Oriented Parallel Programming.
PPSC 1997 |
| 63 | | Eui-Hong Han,
George Karypis,
Vipin Kumar:
Scalable Parallel Data Mining for Association Rules.
SIGMOD Conference 1997: 277-288 |
| 62 | | Anshul Gupta,
George Karypis,
Vipin Kumar:
Highly Scalable Parallel Algorithms for Sparse Matrix Factorization.
IEEE Trans. Parallel Distrib. Syst. 8(5): 502-520 (1997) |
| 61 | | Kirk Schloegel,
George Karypis,
Vipin Kumar:
Multilevel Diffusion Schemes for Repartitioning of Adaptive Meshes.
J. Parallel Distrib. Comput. 47(2): 109-124 (1997) |
| 1996 |
|---|
| 60 | | George Karypis,
Vipin Kumar:
Parallel Multilevel Graph Partitioning.
IPPS 1996: 314-319 |
| 59 | | 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) |
| 1995 |
|---|
| 58 | | George Karypis,
Vipin Kumar:
Multilevel Graph Partitioning Schemes.
ICPP (3) 1995: 113-122 |
| 57 | | Daniel J. Challou,
Daniel Boley,
Maria L. Gini,
Vipin Kumar:
A parallel Formulation of Informed Randomized Search for Robot Motion Planning Problems.
ICRA 1995: 709-714 |
| 56 | | George Karypis,
Anshul Gupta,
Vipin Kumar:
A Highly Parallel Interior Point Algorithm.
PPSC 1995: 110-112 |
| 55 | | Ananth Grama,
Vipin Kumar,
Ahmed H. Sameh:
N-Body Simulations Using Message Passsing Parallel Computers.
PPSC 1995: 355-360 |
| 54 | | Anshul Gupta,
Vipin Kumar:
Optimally Scalable Parallel Sparse Cholesky Factorization.
PPSC 1995: 442-447 |
| 53 | | Vipin Kumar:
Position Paper.
PPSC 1995: 870-871 |
| 52 | | George Karypis,
Vipin Kumar:
Analysis of Multilevel Graph Partitioning.
SC 1995 |
| 51 | | Anshul Gupta,
Vipin Kumar:
Parallel Algorithms for Forward and Back Substitution in Direct Solution of Sparse Linear Systems.
SC 1995 |
| 50 | | Ananth Grama,
Vipin Kumar,
Ahmed H. Sameh:
Parallel Matrix-Vector Product Using Approximate Hierarchical Methods.
SC 1995 |
| 49 | | Shashi Shekhar,
Sivakumar Ravada,
Vipin Kumar,
Douglas Chubb,
Greg Turner:
Load Balancing in High Performance GIS: Declustering Polygonal Maps.
SSD 1995: 196-215 |
| 48 | | 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) |
| 47 | | Ananth Grama,
Vipin Kumar:
Parallel Search Algorithms for Discrete Optimization Problems.
INFORMS Journal on Computing 7(4): 365-385 (1995) |
| 1994 |
|---|
| 46 | | Vipin Kumar,
Ananth Grama,
Anshul Gupta,
George Karypis:
Introduction to Parallel Computing.
Benjamin/Cummings 1994 |
| 45 | | Tom Nurkkala,
Vipin Kumar:
A Parallel Parsing Algorithm for Natural Language using Tree Adjoining Grammar.
IPPS 1994: 820-828 |
| 44 | | George Karypis,
Anshul Gupta,
Vipin Kumar:
A parallel formulation of interior point algorithms.
SC 1994: 204-213 |
| 43 | | Ananth Grama,
Vipin Kumar,
Ahmed H. Sameh:
Scalable parallel formulations of the Barnes-Hut method for n-body simulations.
SC 1994: 439-448 |
| 42 | | Anshul Gupta,
Vipin Kumar:
A scalable parallel algorithm for sparse Cholesky factorization.
SC 1994: 793-802 |
| 41 | | George Karypis,
Vipin Kumar:
Unstructured Tree Search on SIMD Parallel Computers.
IEEE Trans. Parallel Distrib. Syst. 5(10): 1057-1072 (1994) |
| 40 | | 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) |
| 39 | | Vipin Kumar,
Ananth Grama,
Nageshwara Rao Vempaty:
Scalable Load Balancing Techniques for Parallel Computers.
J. Parallel Distrib. Comput. 22(1): 60-79 (1994) |
| 1993 |
|---|
| 38 | | Anshul Gupta,
Vipin Kumar:
Scalability of Parallel Algorithms for Matrix Multiplication.
ICPP 1993: 115-123 |
| 37 | | Daniel J. Challou,
Maria L. Gini,
Vipin Kumar:
Parallel Search Algorithms for Robot Motion Planning.
ICRA (2) 1993: 46-51 |
| 36 | | George Karypis,
Vipin Kumar:
Efficient Parallel Mappings of a Dynamic Programming Algorithm: A Summary of Results.
IPPS 1993: 563-568 |
| 35 | | Anshul Gupta,
Vipin Kumar,
Ahmed H. Sameh:
Performance and Scalability of Preconditioned Conjugate Gradient Methods on the CM-5.
PPSC 1993: 664-674 |
| 34 | | V. Nageshwara Rao,
Vipin Kumar:
On the Efficiency of Parallel Backtracking.
IEEE Trans. Parallel Distrib. Syst. 4(4): 427-437 (1993) |
| 33 | | Anshul Gupta,
Vipin Kumar:
The Scalability of FFT on Parallel Computers.
IEEE Trans. Parallel Distrib. Syst. 4(8): 922-932 (1993) |
| 32 | | Anshul Gupta,
Vipin Kumar:
Performance Properties of Large Scale Parallel Systems.
J. Parallel Distrib. Comput. 19(3): 234-244 (1993) |
| 1992 |
|---|
| 31 | | George Karypis,
Vipin Kumar:
Unstructured Tree Search on SIMD Parallel Computers: A Summary of Results.
SC 1992: 453-462 |
| 30 | | Ananth Grama,
Vipin Kumar:
Scalability Analysis of Partitioning Strategies for Finite Element Graphs: A Summary of Results.
SC 1992: 83-92 |
| 29 | | Vipin Kumar:
Algorithms for Constraint-Satisfaction Problems: A Survey.
AI Magazine 13(1): 32-44 (1992) |
| 1991 |
|---|
| 28 | | Nageshwara Rao Vempaty,
Vipin Kumar,
Richard E. Korf:
Depth-First Versus Best-First Search.
AAAI 1991: 434-440 |
| 27 | | Vipin Kumar,
Anshul Gupta:
Analysis of scalability of parallel algorithms and architectures: a survey.
ICS 1991: 396-405 |
| 26 | | Vineet Singh,
Vipin Kumar,
Gul Agha,
Chris Tomlinson:
Scalability of Parallel Sorting on Mesh Multicomputers.
IPPS 1991: 92-101 |
| 25 | | Vipin Kumar:
A general heuristic bottom-up procedure for searching and/or graphs.
Inf. Sci. 56(1-3): 39-57 (1991) |
| 24 | | 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) |
| 23 | | Vipin Kumar,
Vineet Singh:
Scalability of Parallel Algorithms for the All-Pairs Shortest-Path Problem.
J. Parallel Distrib. Comput. 13(2): 124-138 (1991) |
| 22 | | Sunil Arvindam,
Vipin Kumar,
V. Nageshwara Rao,
Vineet Singh:
Automatic test pattern generation on parallel processors.
Parallel Computing 17(12): 1323-1342 (1991) |
| 1990 |
|---|
| 21 | | Vipin Kumar,
Vineet Singh:
Scalability of Parallel Algorithms for the All-Pairs Shortest Path Problem: A Summary of Results.
ICPP (3) 1990: 136-140 |
| 1989 |
|---|
| 20 | | Sunil Arvindam,
Vipin Kumar,
V. Nageshwara Rao,
Vineet Singh:
Automatic Test Pattern Generation on Multiprocessors: A Summary of Results.
KBCS 1989: 41-51 |
| 1988 |
|---|
| 19 | | Vipin Kumar,
K. Ramesh,
V. Nageshwara Rao:
Parallel Best-First Search of State-Space Graphs: A Summary of Results.
AAAI 1988: 122-127 |
| 18 | | Yow-Jian Lin,
Vipin Kumar:
Performance of And-Paralle Execution of Logic Programs on a Shared-Memory Multiprocessor.
FGCS 1988: 851-860 |
| 17 | | V. Nageshwara Rao,
Vipin Kumar:
Superlinear Speedup in Parallel State-Space Search.
FSTTCS 1988: 161-174 |
| 16 | | 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 |
| 15 | | V. Nageshwara Rao,
Vipin Kumar:
Concurrent Access of Priority Queues.
IEEE Trans. Computers 37(12): 1657-1665 (1988) |
| 14 | | Vipin Kumar,
Yow-Jian Lin:
A Data-Dependency-Based Intelligent Backtracking Scheme for Prolog.
J. Log. Program. 5(2): 165-181 (1988) |
| 1987 |
|---|
| 13 | | V. Nageshwara Rao,
Vipin Kumar,
K. Ramesh:
A Parallel Implementation of Iterative-Deepening-A*.
AAAI 1987: 178-182 |
| 12 | | Vipin Kumar,
Yow-Jian Lin:
An Intelligent Backtracking Scheme for Prolog.
SLP 1987: 406-414 |
| 1986 |
|---|
| 11 | | Vipin Kumar,
Yow-Jian Lin:
A Framework for Intelligent Backtracking in Logic Programs.
FSTTCS 1986: 108-123 |
| 10 | | Yow-Jian Lin,
Vipin Kumar,
Clement H. C. Leung:
An Intelligent Backtracking Algorithm for Parallel Execution of Logic Programs.
ICLP 1986: 55-68 |
| 9 | | Vipin Kumar,
Yow-Jian Lin:
A Parallel Execution Scheme for Exploiting and Parallelism of Logic Programs.
ICPP 1986: 972-975 |
| 1984 |
|---|
| 8 | |
