Vipin Kumar

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2012
201Mining Low-Support Discriminative Patterns from Dense and High-Dimensional Data. Gang Fang, Gaurav Pandey, Wen Wang, Manish Gupta, Michael Steinbach, Vipin Kumar. IEEE Trans. Knowl. Data Eng. (24): 279-294 (2012). Web SearchBibTeXDownload
2011
200Monitoring global forest cover using data mining. Varun Mithal, Ashish Garg, Shyam Boriah, Michael Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Juan Carlos Castilla-Rubio. ACM TIST (2): 36 (2011). Web SearchBibTeXDownload
199A Novel Time Series Based Approach to Detect Gradual Vegetation Changes in Forests. Yashu Chamber, Ashish Garg, Varun Mithal, Ivan Brugere, Vipin Kumar, Michael Lau, Michael Steinbach, Christopher Potter, Steven A. Klooster, Vikrant Krishna, Shyam Boriah. CIDU 2011, 248-262. Web SearchBibTeXDownload
198A Model-Free Time Series Segmentation Approach for Land Cover Change Detection. Ashish Garg, Lydia Manikonda, Shashank Kumar, Vikrant Krishna, Shyam Boriah, Michael Steinbach, Durga Toshnival, Vipin Kumar, Christopher Potter, Steven A. Klooster. CIDU 2011, 144-158. Web SearchBibTeXDownload
197Anomaly Construction in Climate Data: Issues and Challenges. Jaya Kawale, Snigdhansu Chatterjee, Arjun Kumar, Stefan Liess, Michael Steinbach, Vipin Kumar. CIDU 2011, 189-203. Web SearchBibTeXDownload
196Data Guided Discovery of Dynamic Climate Dipoles. Jaya Kawale, Stefan Liess, Arjun Kumar, Michael Steinbach, Auroop Ganguly, Nagiza F. Samatova, Fredrick H. M. Semazzi, Peter K. Snyder, Vipin Kumar. CIDU 2011, 30-44. Web SearchBibTeXDownload
195Incorporating Natural Variation into Time Series-Based Land Cover Change Detection. Varun Mithal, Ashish Garg, Ivan Brugere, Shyam Boriah, Vipin Kumar, Michael Steinbach, Christopher Potter, Steven A. Klooster. CIDU 2011, 45-59. Web SearchBibTeXDownload
194Characterizing Discriminative Patterns. Gang Fang, Wen Wang, Benjamin Oatley, Brian Van Ness, Michael Steinbach, Vipin Kumar. CoRR (abs/1102.4104) (2011). Web SearchBibTeXDownload
193In Silico Investigation into CD8Treg Mediated Recovery in Murine Experimental Autoimmune Encephalomyelitis. Richard A. Williams, Mark Read, Jon Timmis, Paul S. Andrews, Vipin Kumar. ICARIS 2011, 51-54. Web SearchBibTeXDownload
192Gopher: Global observation of Planetary Health and Ecosystem Resources. Ashish Garg, Varun Mithal, Yashu Chamber, Ivan Brugere, Vijay Chaudhari, Marc Dunham, Vikrant Krishna, Sairam Krishnamurthy, Sruthi Vangala, Shyam Boriah, Michael Steinbach, Vipin Kumar, Albert Cho, J. D. Stanley, Teji Abraham, Juan Carlos Castilla-Rubio, Christopher Potter, Steven A. Klooster. IGARSS 2011, 1449-1452. Web SearchBibTeXDownload
191Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction. Huseyin Sencan, Zhengzhang Chen, William Hendrix, Tatdow Pansombut, Fredrick H. M. Semazzi, Alok Choudhary, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova. IJCAI 2011, 1478-1484. Web SearchBibTeXDownload
190Panel Statement. Per Stenström, William J. Dally, Jack Dongarra, Vipin Kumar, Robert Schreiber, Horst D. Simon, Uzi Vishkin. IPDPS 2011, 877. Web SearchBibTeXDownload
189A simple statistical model and association rule filtering for classification. György J. Simon, Vipin Kumar, Peter W. Li. KDD 2011, 823-831. Web SearchBibTeXDownload
188Using Constraints to Generate and Explore Higher Order Discriminative Patterns. Michael Steinbach, Haoyu Yu, Gang Fang, Vipin Kumar. PAKDD (1) 2011, 338-350. Web SearchBibTeXDownload
187Discovering Dynamic Dipoles in Climate Data. Jaya Kawale, Michael Steinbach, Vipin Kumar. SDM 2011, 107-118. Web SearchBibTeXDownload
2010
186Personalized medicine - challenges and opportunities for informatics research. Vipin Kumar. BCB 2010, 3-4. Web SearchBibTeXDownload
185Integrative Biomarker Discovery for Breast Cancer Metastasis from Gene Expression and Protein Interaction Data Using Error-tolerant Pattern Mining. Rohit Gupta, Smita Agrawal, Navneet Rao, Ze Tian, Rui Kuang, Vipin Kumar. BICoB 2010, 171-177. Web SearchBibTeX
184A Comparative Study Of Algorithms For Land Cover Change. Shyam Boriah, Varun Mithal, Ashish Garg, Vipin Kumar, Michael Steinbach, Christopher Potter, Steven A. Klooster. CIDU 2010, 175-188. Web SearchBibTeXDownload
183A Knowledge Discovery Strategy for Relating Sea Surface Temperatures to Frequencies of Tropical Storms and Generating Predictions of Hurricanes Under 21st-century Global Warming Scenarios. Caitlin Race, Michael Steinbach, Auroop Ganguly, Fredrick H. M. Semazzi, Vipin Kumar. CIDU 2010, 204-212. Web SearchBibTeXDownload
182Automated detection of forest cover changes. Shyam Boriah, Varun Mithal, Ashish Garg, Michael Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Juan Carlos Castilla-Rubio. IGARSS 2010, 44-47. Web SearchBibTeXDownload
181Subspace Differential Coexpression Analysis: Problem Definition and a General Approach. Gang Fang, Rui Kuang, Gaurav Pandey, Michael Steinbach, Chad L. Myers, Vipin Kumar. Pacific Symposium on Biocomputing 2010, 145-156. Web SearchBibTeXDownload
180Discovery of Patterns in Global Earth Science Data Using Data Mining. Vipin Kumar. PAKDD (1) 2010, 2. Web SearchBibTeXDownload
2009
179Anomaly detection: A survey. Varun Chandola, Arindam Banerjee, Vipin Kumar. ACM Comput. Surv. (41) (2009). Cited by 34Web SearchBibTeXDownload
178Association Analysis Techniques for Bioinformatics Problems. Gowtham Atluri, Rohit Gupta, Gang Fang, Gaurav Pandey, Michael Steinbach, Vipin Kumar. BICoB 2009, 1-13. Web SearchBibTeXDownload
177Incorporating functional inter-relationships into protein function prediction algorithms. Gaurav Pandey, Chad L. Myers, Vipin Kumar. BMC Bioinformatics (10) (2009). Web SearchBibTeXDownload
176Pattern Preserving Clustering. Hui Xiong, Michael Steinbach, Pang-Ning Tan, Vipin Kumar, Wenjun Zhou. Encyclopedia of Data Warehousing and Mining 2009, 1505-1510. Web SearchBibTeXDownload
175Load Balancing for Parallel Optimization Techniques. Ananth Grama, Vipin Kumar. Encyclopedia of Optimization 2009, 1905-1911. Web SearchBibTeXDownload
174Using UML to Model EAE and Its Regulatory Network. Mark Read, Jon Timmis, Paul S. Andrews, Vipin Kumar. ICARIS 2009, 4-6. Web SearchBibTeXDownload
173An association analysis approach to biclustering. Gaurav Pandey, Gowtham Atluri, Michael Steinbach, Chad L. Myers, Vipin Kumar. KDD 2009, 677-686. Web SearchBibTeXDownload
172Characterizing pattern preserving clustering. Hui Xiong, Michael Steinbach, Arifin Ruslim, Vipin Kumar. Knowl. Inf. Syst. (19): 311-336 (2009). Web SearchBibTeXDownload
171A Framework for Exploring Categorical Data. Varun Chandola, Shyam Boriah, Vipin Kumar. SDM 2009, 185-196. Web SearchBibTeXDownload
2008
170Systematic Evaluation of Scaling Methods for Gene Expression Data. Gaurav Pandey, Lakshmi Naarayanan Ramakrishnan, Michael Steinbach, Vipin Kumar. BIBM 2008, 376-381. Web SearchBibTeXDownload
169Robust and efficient identification of biomarkers by classifying features on graphs. TaeHyun Hwang, Hugues Sicotte, Ze Tian, Baolin Wu, Jean-Pierre Kocher, Dennis A. Wigle, Vipin Kumar, Rui Kuang. Bioinformatics (24): 2023-2029 (2008). Web SearchBibTeXDownload
168Comparative Evaluation of Anomaly Detection Techniques for Sequence Data. Varun Chandola, Varun Mithal, Vipin Kumar. ICDM 2008, 743-748. Cited by 5Web SearchBibTeXDownload
167Quantitative evaluation of approximate frequent pattern mining algorithms. Rohit Gupta, Gang Fang, Blayne Field, Michael Steinbach, Vipin Kumar. KDD 2008, 301-309. Web SearchBibTeXDownload
166Land cover change detection: a case study. Shyam Boriah, Vipin Kumar, Michael Steinbach, Christopher Potter, Steven A. Klooster. KDD 2008, 857-865. Web SearchBibTeXDownload
165Semi-supervised approach to rapid and reliable labeling of large data sets. György J. Simon, Vipin Kumar, Zhi-Li Zhang. KDD 2008, 641-649. Web SearchBibTeXDownload
164Top 10 algorithms in data mining. 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. Knowl. Inf. Syst. (14): 1-37 (2008). Cited by 78Web SearchBibTeXDownload
163Similarity Measures for Categorical Data: A Comparative Evaluation. Shyam Boriah, Varun Chandola, Vipin Kumar. SDM 2008, 243-254. Web SearchBibTeXDownload
162Data Analysis in the 21st Century. Arnold Goodman, Chandrika Kamath, Vipin Kumar. Statistical Analysis and Data Mining (1): 1-3 (2008). Web SearchBibTeXDownload
161Summary Report of SDM 2008 Panel: Perspectives on Research Directions and Trends for the Data Mining Research Community. Vipin Kumar. Statistical Analysis and Data Mining (1): 211-213 (2008). Web SearchBibTeXDownload
2007
160High Performance Data Mining - Application for Discovery of Patterns in the Global Climate System. Vipin Kumar. HiPC 2007, 4. Cited by 11Web SearchBibTeXDownload
159DDDAS/ITR: A Data Mining and Exploration Middleware for Grid and Distributed Computing. Jon B. Weissman, Vipin Kumar, Varun Chandola, Eric Eilertson, Levent Ertöz, György J. Simon, Seonho Kim, Jinoh Kim. International Conference on Computational Science (1) 2007, 1222-1229. Web SearchBibTeXDownload
158Association analysis-based transformations for protein interaction networks: a function prediction case study. Gaurav Pandey, Michael Steinbach, Rohit Gupta, Tushar Garg, Vipin Kumar. KDD 2007, 540-549. Web SearchBibTeXDownload
157Summarization - compressing data into an informative representation. Varun Chandola, Vipin Kumar. Knowl. Inf. Syst. (12): 355-378 (2007). Cited by 21Web SearchBibTeXDownload
156Generalizing the notion of confidence. Michael Steinbach, Vipin Kumar. Knowl. Inf. Syst. (12): 279-299 (2007). Cited by 7Web SearchBibTeXDownload
155Estimating False Negatives for Classification Problems with Cluster Structure. György J. Simon, Vipin Kumar, Zhi-Li Zhang. SDM 2007. Web SearchBibTeXDownload
2006
154Hyperclique pattern discovery. Hui Xiong, Pang-Ning Tan, Vipin Kumar. Data Min. Knowl. Discov. (13): 219-242 (2006). Cited by 45Web SearchBibTeXDownload
153Privacy Preserving Nearest Neighbor Search. Mark Shaneck, Yongdae Kim, Vipin Kumar. ICDM Workshops 2006, 541-545. Cited by 15Web SearchBibTeXDownload
152Divide and conquer approach for efficient pagerank computation. Prasanna Kumar Desikan, Nishith Pathak, Jaideep Srivastava, Vipin Kumar. ICWE 2006, 233-240. Web SearchBibTeXDownload
151TAPER: A Two-Step Approach for All-Strong-Pairs Correlation Query in Large Databases. Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Kumar. IEEE Trans. Knowl. Data Eng. (18): 493-508 (2006). Cited by 11Web SearchBibTeXDownload
150Enhancing Data Analysis with Noise Removal. Hui Xiong, Gaurav Pandey, Michael Steinbach, Vipin Kumar. IEEE Trans. Knowl. Data Eng. (18): 304-319 (2006). Cited by 25Web SearchBibTeXDownload
149Scan Detection: A Data Mining Approach. György J. Simon, Hui Xiong, Eric Eilertson, Vipin Kumar. SDM 2006. Cited by 14Web SearchBibTeXDownload
148Privacy leakage in multi-relational databases: a semi-supervised learning perspective. Hui Xiong, Michael Steinbach, Vipin Kumar. VLDB J. (15): 388-402 (2006). Web SearchBibTeXDownload
2005
147Privacy leakage in multi-relational databases via pattern based semi-supervised learning. Hui Xiong, Michael Steinbach, Vipin Kumar. CIKM 2005, 355-356. Web SearchBibTeXDownload
146Generalizing the Notion of Confidence. Michael Steinbach, Vipin Kumar. ICDM 2005, 402-409. Web SearchBibTeXDownload
145Summarization - Compressing Data into an Informative Representation. Varun Chandola, Vipin Kumar. ICDM 2005, 98-105. Web SearchBibTeXDownload
144Parallel and Distributed Computing for Cybersecurity. Vipin Kumar. IEEE Distributed Systems Online (6) (2005). Cited by 6Web SearchBibTeXDownload
143IDR/QR: An Incremental Dimension Reduction Algorithm via QR Decomposition. Jieping Ye, Qi Li, Hui Xiong, Haesun Park, Ravi Janardan, Vipin Kumar. IEEE Trans. Knowl. Data Eng. (17): 1208-1222 (2005). Cited by 27Web SearchBibTeXDownload
142Feature bagging for outlier detection. Aleksandar Lazarevic, Vipin Kumar. KDD 2005, 157-166. Cited by 45Web SearchBibTeXDownload
141Identification of Functional Modules in Protein Complexes via Hyperclique Pattern Discovery. Hui Xiong, Xiaofeng He, Chris H. Q. Ding, Ya Zhang, Vipin Kumar, Stephen R. Holbrook. Pacific Symposium on Biocomputing 2005. Web SearchBibTeXDownload
140Incremental page rank computation on evolving graphs. Prasanna Kumar Desikan, Nishith Pathak, Jaideep Srivastava, Vipin Kumar. WWW (Special interest tracks and posters) 2005, 1094-1095. Cited by 12Web SearchBibTeXDownload
2004
139Selecting the right objective measure for association analysis. Pang-Ning Tan, Vipin Kumar, Jaideep Srivastava. Inf. Syst. (29): 293-313 (2004). Cited by 111Web SearchBibTeXDownload
138IDR/QR: an incremental dimension reduction algorithm via QR decomposition. Jieping Ye, Qi Li, Hui Xiong, Haesun Park, Ravi Janardan, Vipin Kumar. KDD 2004, 364-373. Web SearchBibTeXDownload
137Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated pairs. Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Kumar. KDD 2004, 334-343. Web SearchBibTeXDownload
136Support envelopes: a technique for exploring the structure of association patterns. Michael Steinbach, Pang-Ning Tan, Vipin Kumar. KDD 2004, 296-305. Cited by 20Web SearchBibTeXDownload
135Generalizing the notion of support. Michael Steinbach, Pang-Ning Tan, Hui Xiong, Vipin Kumar. KDD 2004, 689-694. Cited by 32Web SearchBibTeXDownload
134HICAP: Hierarchical Clustering with Pattern Preservation. Hui Xiong, Michael Steinbach, Pang-Ning Tan, Vipin Kumar. SDM 2004. Cited by 26Web SearchBibTeXDownload
133RBA: An Integrated Framework for Regression based on Association Rules. Aysel Ozgur, Pang-Ning Tan, Vipin Kumar. SDM 2004. Cited by 6Web SearchBibTeXDownload
132CREDOS: Classification Using Ripple Down Structure (A Case for Rare Classes). Mahesh V. Joshi, Vipin Kumar. SDM 2004. Web SearchBibTeXDownload
131A Framework for Discovering Co-Location Patterns in Data Sets with Extended Spatial Objects. Hui Xiong, Shashi Shekhar, Yan Huang, Vipin Kumar, Xiaobin Ma, Jin Soung Yoo. SDM 2004. Cited by 19Web SearchBibTeXDownload
2003
130Finding Topics in Collections of Documents: A Shared Nearest Neighbor Approach. Levent Ertöz, Michael Steinbach, Vipin Kumar. Clustering and Information Retrieval 2003, 83-104. Cited by 47Web SearchBibTeX
129Optimizing F-Measure with Support Vector Machines. David R. Musicant, Vipin Kumar, Aysel Ozgur. FLAIRS Conference 2003, 356-360. Cited by 20Web SearchBibTeX
128Mining Strong Affinity Association Patterns in Data Sets with Skewed Support Distribution. Hui Xiong, Pang-Ning Tan, Vipin Kumar. ICDM 2003, 387-394. Cited by 99Web SearchBibTeXDownload
127Localized Prediction of Continuous Target Variables Using Hierarchical Clustering. Aleksandar Lazarevic, Ramdev Kanapady, Chandrika Kamath, Vipin Kumar, Kumar K. Tamma. ICDM 2003, 139-146. Web SearchBibTeXDownload
126Predicting the Performance of Randomized Parallel Search: An Application to Robot Motion Planning. Daniel J. Challou, Maria L. Gini, Vipin Kumar, George Karypis. Journal of Intelligent and Robotic Systems (38): 31-53 (2003). Web SearchBibTeXDownload
125Discovery of climate indices using clustering. Michael Steinbach, Pang-Ning Tan, Vipin Kumar, Steven A. Klooster, Christopher Potter. KDD 2003, 446-455. Cited by 33Web SearchBibTeXDownload
124A New Clustering Algorithm for Transaction Data via Caucus. Jinmei Xu, Hui Xiong, Sam Yuan Sung, Vipin Kumar. PAKDD 2003, 551-562. Web SearchBibTeXDownload
123Correlation Analysis of Spatial Time Series Datasets: A Filter-and-Refine Approach. Pusheng Zhang, Yan Huang, Shashi Shekhar, Vipin Kumar. PAKDD 2003, 532-544. Cited by 25Web SearchBibTeXDownload
122Finding Clusters of Different Sizes, Shapes, and Densities in Noisy, High Dimensional Data. Levent Ertöz, Michael Steinbach, Vipin Kumar. SDM 2003. Cited by 166Web SearchBibTeXDownload
121A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection. Aleksandar Lazarevic, Levent Ertöz, Vipin Kumar, Aysel Ozgur, Jaideep Srivastava. SDM 2003. Cited by 278Web SearchBibTeXDownload
120Exploiting Spatial Autocorrelation to Efficiently Process Correlation-Based Similarity Queries. Pusheng Zhang, Yan Huang, Shashi Shekhar, Vipin Kumar. SSTD 2003, 449-468. Cited by 14Web SearchBibTeXDownload
119Usage Aware PageRank. B. Uygar Oztekin, Levent Ertöz, Vipin Kumar. WWW (Posters) 2003. Cited by 11Web SearchBibTeXDownload
2002
118Emerging scientific applications in data mining. Jiawei Han, Russ B. Altman, Vipin Kumar, Heikki Mannila, Daryl Pregibon. Commun. ACM (45): 54-58 (2002). Cited by 47Web SearchBibTeXDownload
117Parallel static and dynamic multi-constraint graph partitioning. Kirk Schloegel, George Karypis, Vipin Kumar. Concurrency and Computation: Practice and Experience (14): 219-240 (2002). Cited by 19Web SearchBibTeX
116Discovery of Web Robot Sessions Based on their Navigational Patterns. Pang-Ning Tan, Vipin Kumar. Data Min. Knowl. Discov. (6): 9-35 (2002). Cited by 122Web SearchBibTeXDownload
115Applications on High Performance Computers. Vipin Kumar, Franz-Josef Pfreundt, Hans Burkhard, José M. Laginha M. Palma. Euro-Par 2002, 409. Web SearchBibTeXDownload
114Predicting rare classes: can boosting make any weak learner strong?. Mahesh V. Joshi, Ramesh C. Agarwal, Vipin Kumar. KDD 2002, 297-306. Cited by 46Web SearchBibTeXDownload
113Selecting the right interestingness measure for association patterns. Pang-Ning Tan, Vipin Kumar, Jaideep Srivastava. KDD 2002, 32-41. Cited by 402Web SearchBibTeXDownload
112Predicting Rare Classes: Comparing Two-Phase Rule Induction to Cost-Sensitive Boosting. Mahesh V. Joshi, Ramesh C. Agarwal, Vipin Kumar. PKDD 2002, 237-249. Cited by 6Web SearchBibTeXDownload
111High Performance Data Mining. Vipin Kumar, Jaideep Srivastava, Eui-Hong Han, Pang-Ning Tan, Michael Steinbach. VECPAR 2002, 111-125. Cited by 9Web SearchBibTeXDownload
110Expert agreement and content based reranking in a meta search environment using Mearf. B. Uygar Oztekin, George Karypis, Vipin Kumar. WWW 2002, 333-344. Cited by 38Web SearchBibTeXDownload
2001
109Graph Partitioning for Dynamic, Adaptive and Multi-phase Scientific Simulations. Kirk Schloegel, George Karypis, Vipin Kumar. CLUSTER 2001, 271-273. Web SearchBibTeXDownload
108Evaluating Boosting Algorithms to Classify Rare Classes: Comparison and Improvements. Mahesh V. Joshi, Vipin Kumar, Ramesh C. Agarwal. ICDM 2001, 257-264. Cited by 85Web SearchBibTeXDownload
107Wavefront Diffusion and LMSR: Algorithms for Dynamic Repartitioning of Adaptive Meshes. Kirk Schloegel, George Karypis, Vipin Kumar. IEEE Trans. Parallel Distrib. Syst. (12): 451-466 (2001). Cited by 35Web SearchBibTeXDownload
106Architecture Independent Analysis of Parallel Programs. Ananth Grama, Vipin Kumar, Sanjay Ranka, Vineet Singh. International Conference on Computational Science (2) 2001, 599-608. Cited by 2Web SearchBibTeXDownload
105Guest Editors' Introduction: Special Issue on High-Performance Data Mining. Vipin Kumar, Sanjay Ranka, Vineet Singh. J. Parallel Distrib. Comput. (61): 281-284 (2001). Web SearchBibTeXDownload
104Text Categorization Using Weight Adjusted k-Nearest Neighbor Classification. Eui-Hong Han, George Karypis, Vipin Kumar. PAKDD 2001, 53-65. Cited by 120Web SearchBibTeXDownload
103Mining Needle in a Haystack: Classifying Rare Classes via Two-phase Rule Induction. Mahesh V. Joshi, Ramesh C. Agarwal, Vipin Kumar. SIGMOD Conference 2001, 91-102. Cited by 82Web SearchBibTeXDownload
102Mining Indirect Associations in Web Data. Pang-Ning Tan, Vipin Kumar. WEBKDD 2001, 145-166. Cited by 28Web SearchBibTeXDownload
2000
101Parallel Multilevel Algorithms for Multi-constraint Graph Partitioning (Distinguished Paper). Kirk Schloegel, George Karypis, Vipin Kumar. Euro-Par 2000, 296-310. Cited by 46Web SearchBibTeXDownload
100Memory Management Techniques for Gang Scheduling. William Leinberger, George Karypis, Vipin Kumar. Euro-Par 2000, 252-261. Web SearchBibTeXDownload
99Load Balancing Across Near-Homogeneous Multi-Resource Servers. William Leinberger, George Karypis, Vipin Kumar. Heterogeneous Computing Workshop 2000, 60-71. Cited by 16Web SearchBibTeXDownload
98Scalable Parallel Data Mining for Association Rules. Eui-Hong Han, George Karypis, Vipin Kumar. IEEE Trans. Knowl. Data Eng. (12): 377-352 (2000). Cited by 337Web SearchBibTeXDownload
97Graph Partitioning for Dynamic, Adaptive, and Multi-phase Computations. Vipin Kumar, Kirk Schloegel, George Karypis. IPDPS Workshops 2000, 476-476. Web SearchBibTeXDownload
96Distributed and parallel knowledge discovery (workshop session - title only). Hillol Kargupta, Philip Chan, Vipin Kumar, Zoran Obradovic. KDD 2000, 534. Web SearchBibTeXDownload
95Indirect Association: Mining Higher Order Dependencies in Data. Pang-Ning Tan, Vipin Kumar, Jaideep Srivastava. PKDD 2000, 632-637. Cited by 36Web SearchBibTeXDownload
94A Unified Algorithm for Load-balancing Adaptive Scientific Simulations. Kirk Schloegel, George Karypis, Vipin Kumar. SC 2000. Cited by 68Web SearchBibTeXDownload
93Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD-2000. Hillol Kargupta, Joydeep Ghosh, Vipin Kumar, Zoran Obradovic. SIGKDD Explorations (2): 108-109 (2000). Web SearchBibTeXDownload
1999
92Document Categorization and Query Generation on the World Wide Web Using WebACE. Daniel Boley, Maria L. Gini, Robert Gross, Eui-Hong Han, Kyle Hastings, George Karypis, Vipin Kumar, Bamshad Mobasher, Jerome Moore. Artif. Intell. Rev. (13): 365-391 (1999). Cited by 152Web SearchBibTeXDownload
91Multilevel k-way Hypergraph Partitioning. George Karypis, Vipin Kumar. DAC 1999, 343-348. Cited by 249Web SearchBibTeXDownload
90Parallel Formulations of Decision-Tree Classification Algorithms. Anurag Srivastava, Eui-Hong Han, Vipin Kumar, Vineet Singh. Data Min. Knowl. Discov. (3): 237-261 (1999). Cited by 70Web SearchBibTeXDownload
89A New Algorithm for Multi-objective Graph Partitioning. Kirk Schloegel, George Karypis, Vipin Kumar. Euro-Par 1999, 322-331. Cited by 60Web SearchBibTeXDownload
88High Performance Data Mining. Vipin Kumar, Jaideep Srivastava, Eui-Hong Han, Pang-Ning Tan, Michael Steinbach. HiPC 1999, 177. Cited by 9Web SearchBibTeXDownload
87Multi-Capacity Bin Packing Algorithms with Applications to Job Scheduling under Multiple Constraints. William Leinberger, George Karypis, Vipin Kumar. ICPP 1999, 404-412. Cited by 20Web SearchBibTeXDownload
86Chameleon: Hierarchical Clustering Using Dynamic Modeling. George Karypis, Eui-Hong Han, Vipin Kumar. IEEE Computer (32): 68-75 (1999). Cited by 836Web SearchBibTeXDownload
85Information power grid: The new frontier in parallel computing?. William Leinberger, Vipin Kumar. IEEE Concurrency (7): 75-84 (1999). Web SearchBibTeXDownload
84State of the Art in Parallel Search Techniques for Discrete Optimization Problems. Ananth Grama, Vipin Kumar. IEEE Trans. Knowl. Data Eng. (11): 28-35 (1999). Cited by 56Web SearchBibTeXDownload
83Multilevel hypergraph partitioning: applications in VLSI domain. George Karypis, Rajat Aggarwal, Vipin Kumar, Shashi Shekhar. IEEE Trans. VLSI Syst. (7): 69-79 (1999). Cited by 8Web SearchBibTeXDownload
82Efficient Parallel Algorithms for Mining Associations. Mahesh V. Joshi, Eui-Hong Han, George Karypis, Vipin Kumar. Large-Scale Parallel Data Mining 1999, 83-126. Cited by 19Web SearchBibTeXDownload
81PSPASES: An Efficient and Scalable Parallel Sparse Direct Solver. Mahesh V. Joshi, George Karypis, Vipin Kumar, Anshul Gupta, Fred G. Gustavson. PPSC 1999. Cited by 10Web SearchBibTeX
80Dynamic Repartitioning of Adaptively Refined Meshes. Kirk Schloegel, George Karypis, Vipin Kumar. PPSC 1999. Cited by 14Web SearchBibTeX
1998
79WebACE: A Web Agent for Document Categorization and Exploration. Eui-Hong Han, Daniel Boley, Maria L. Gini, Robert Gross, Kyle Hastings, George Karypis, Vipin Kumar, Bamshad Mobasher, Jerome Moore. Agents 1998, 408-415. Cited by 135Web SearchBibTeXDownload
78Parallel Formulations of Decision-Tree Classification Algorithms. Anurag Srivastava, Eui-Hong Han, Vipin Kumar, Vineet Singh. ICPP 1998, 237-244. Cited by 70Web SearchBibTeXDownload
77Hypergraph Based Clustering in High-Dimensional Data Sets: A Summary of Results. Eui-Hong Han, George Karypis, Vipin Kumar, Bamshad Mobasher. IEEE Data Eng. Bull. (21): 15-22 (1998). Cited by 103Web SearchBibTeX
76Declustering and Load-Balancing Methods for Parallelizing Geographic Information Systems. Shashi Shekhar, Sivakumar Ravada, Vipin Kumar, Douglas Chubb, Greg Turner. IEEE Trans. Knowl. Data Eng. (10): 632-655 (1998). Cited by 26Web SearchBibTeXDownload
75ScalParC: A New Scalable and Efficient Parallel Classification Algorithm for Mining Large Datasets. Mahesh V. Joshi, George Karypis, Vipin Kumar. IPPS/SPDP 1998, 573-579. Cited by 112Web SearchBibTeXDownload
74A Parallel Algorithm for Multilevel Graph Partitioning and Sparse Matrix Ordering. George Karypis, Vipin Kumar. J. Parallel Distrib. Comput. (48): 71-95 (1998). Cited by 154Web SearchBibTeXDownload
73Multilevel k-way Partitioning Scheme for Irregular Graphs. George Karypis, Vipin Kumar. J. Parallel Distrib. Comput. (48): 96-129 (1998). Cited by 880Web SearchBibTeXDownload
72WSSMP: A High-Performance Serial and Parallel Symmetric Sparse Linear Solver. Anshul Gupta, Mahesh V. Joshi, Vipin Kumar. PARA 1998, 182-194. Cited by 10Web SearchBibTeXDownload
71Scalable Parallel Formulations of the Barnes-Hut Method for n-Body Simulations. Ananth Grama, Vipin Kumar, Ahmed H. Sameh. Parallel Computing (24): 797-822 (1998). Cited by 95Web SearchBibTeXDownload
70Load Balancing of Dynamic and Adaptive Mesh-Based Computations. Kirk Schloegel, George Karypis, Vipin Kumar. SRDS 1998, 311. Web SearchBibTeX
1997
69Multilevel Hypergraph Partitioning: Application in VLSI Domain. George Karypis, Rajat Aggarwal, Vipin Kumar, Shashi Shekhar. DAC 1997, 526-529. Cited by 719Web SearchBibTeXDownload
68Clustering Based On Association Rule Hypergraphs. Eui-Hong Han, George Karypis, Vipin Kumar, Bamshad Mobasher. DMKD 1997. Cited by 181Web SearchBibTeX
67Repartitioning of Adaptive Meshes: Experiments with Multilevel Diffusion. Kirk Schloegel, George Karypis, Vipin Kumar. Euro-Par 1997, 945-949. Web SearchBibTeXDownload
66Highly Scalable Parallel Algorithms for Sparse Matrix Factorization. Anshul Gupta, George Karypis, Vipin Kumar. IEEE Trans. Parallel Distrib. Syst. (8): 502-520 (1997). Cited by 164Web SearchBibTeXDownload
65Multilevel Diffusion Schemes for Repartitioning of Adaptive Meshes. Kirk Schloegel, George Karypis, Vipin Kumar. J. Parallel Distrib. Comput. (47): 109-124 (1997). Cited by 110Web SearchBibTeXDownload
64A Coarse-Grain Parallel Formulation of Multilevel k-way Graph Partitioning Algorithm. George Karypis, Vipin Kumar. PPSC 1997. Cited by 96Web SearchBibTeX
63Role of Message-Passing in Performance Oriented Parallel Programming. Vipin Kumar, George Karypis, Ananth Grama. PPSC 1997. Web SearchBibTeX
62Design and Implementation of a Scalable Parallel Direct Solver for Sparse Symmetric Positive Definite Systems: Preliminary Results. Anshul Gupta, Fred G. Gustavson, Mahesh V. Joshi, George Karypis, Vipin Kumar. PPSC 1997. Web SearchBibTeX
61Scalable Parallel Data Mining for Association Rules. Eui-Hong Han, George Karypis, Vipin Kumar. SIGMOD Conference 1997, 277-288. Cited by 337Web SearchBibTeX
1996
60Parallelizing a GIS on a Shared Address Space Architecture. Shashi Shekhar, Sivakumar Ravada, Vipin Kumar, Douglas Chubb, Greg Turner. IEEE Computer (29): 42-48 (1996). Cited by 22Web SearchBibTeXDownload
59Parallel Multilevel Graph Partitioning. George Karypis, Vipin Kumar. IPPS 1996, 314-319. Cited by 185Web SearchBibTeXDownload
1995
58Multilevel Graph Partitioning Schemes. George Karypis, Vipin Kumar. ICPP (3) 1995, 113-122. Cited by 33Web SearchBibTeX
57A parallel Formulation of Informed Randomized Search for Robot Motion Planning Problems. Daniel J. Challou, Daniel Boley, Maria L. Gini, Vipin Kumar. ICRA 1995, 709-714. Cited by 45Web SearchBibTeX
56Performance and Scalability of Preconditioned Conjugate Gradient Methods on Parallel Computers. Anshul Gupta, Vipin Kumar, Ahmed H. Sameh. IEEE Trans. Parallel Distrib. Syst. (6): 455-469 (1995). Cited by 66Web SearchBibTeXDownload
55Parallel Search Algorithms for Discrete Optimization Problems. Ananth Grama, Vipin Kumar. INFORMS Journal on Computing (7): 365-385 (1995). Cited by 43Web SearchBibTeXDownload
54Optimally Scalable Parallel Sparse Cholesky Factorization. Anshul Gupta, Vipin Kumar. PPSC 1995, 442-447. Cited by 22Web SearchBibTeX
53N-Body Simulations Using Message Passsing Parallel Computers. Ananth Grama, Vipin Kumar, Ahmed H. Sameh. PPSC 1995, 355-360. Cited by 18Web SearchBibTeX
52Position Paper. John L. Hennessy. PPSC 1995, 860-862. Web SearchBibTeX
51A Highly Parallel Interior Point Algorithm. George Karypis, Anshul Gupta, Vipin Kumar. PPSC 1995, 110-112. Web SearchBibTeX
50Analysis of Multilevel Graph Partitioning. George Karypis, Vipin Kumar. SC 1995. Cited by 142Web SearchBibTeXDownload
49Parallel Matrix-Vector Product Using Approximate Hierarchical Methods. Ananth Grama, Vipin Kumar, Ahmed H. Sameh. SC 1995. Cited by 10Web SearchBibTeXDownload
48Parallel Algorithms for Forward and Back Substitution in Direct Solution of Sparse Linear Systems. Anshul Gupta, Vipin Kumar. SC 1995. Cited by 24Web SearchBibTeXDownload
47Load Balancing in High Performance GIS: Declustering Polygonal Maps. Shashi Shekhar, Sivakumar Ravada, Vipin Kumar, Douglas Chubb, Greg Turner. SSD 1995, 196-215. Cited by 11Web SearchBibTeXDownload
1994
46Unstructured Tree Search on SIMD Parallel Computers. George Karypis, Vipin Kumar. IEEE Trans. Parallel Distrib. Syst. (5): 1057-1072 (1994). Cited by 47Web SearchBibTeXDownload
45A Scalable Parallel Formulation of the Backpropagation Algorithm for Hypercubes and Related Architectures. Vipin Kumar, Shashi Shekhar, Minesh B. Amin. IEEE Trans. Parallel Distrib. Syst. (5): 1073-1090 (1994). Cited by 51Web SearchBibTeXDownload
44A Parallel Parsing Algorithm for Natural Language using Tree Adjoining Grammar. Tom Nurkkala, Vipin Kumar. IPPS 1994, 820-828. Web SearchBibTeX
43Scalable Load Balancing Techniques for Parallel Computers. Vipin Kumar, Ananth Grama, Nageshwara Rao Vempaty. J. Parallel Distrib. Comput. (22): 60-79 (1994). Cited by 201Web SearchBibTeXDownload
42A parallel formulation of interior point algorithms. George Karypis, Anshul Gupta, Vipin Kumar. SC 1994, 204-213. Cited by 42Web SearchBibTeXDownload
41Scalable parallel formulations of the Barnes-Hut method for n-body simulations. Ananth Grama, Vipin Kumar, Ahmed H. Sameh. SC 1994, 439-448. Web SearchBibTeXDownload
40A scalable parallel algorithm for sparse Cholesky factorization. Anshul Gupta, Vipin Kumar. SC 1994, 793-802. Cited by 23Web SearchBibTeXDownload
1993
39Scalability of Parallel Algorithms for Matrix Multiplication. Anshul Gupta, Vipin Kumar. ICPP 1993, 115-123. Cited by 42Web SearchBibTeX
38Parallel Search Algorithms for Robot Motion Planning. Daniel J. Challou, Maria L. Gini, Vipin Kumar. ICRA (2) 1993, 46-51. Cited by 59Web SearchBibTeX
37On the Efficiency of Parallel Backtracking. V. Nageshwara Rao, Vipin Kumar. IEEE Trans. Parallel Distrib. Syst. (4): 427-437 (1993). Cited by 76Web SearchBibTeXDownload
36The Scalability of FFT on Parallel Computers. Anshul Gupta, Vipin Kumar. IEEE Trans. Parallel Distrib. Syst. (4): 922-932 (1993). Cited by 136Web SearchBibTeXDownload
35Efficient Parallel Mappings of a Dynamic Programming Algorithm: A Summary of Results. George Karypis, Vipin Kumar. IPPS 1993, 563-568. Cited by 5Web SearchBibTeX
34Performance Properties of Large Scale Parallel Systems. Anshul Gupta, Vipin Kumar. J. Parallel Distrib. Comput. (19): 234-244 (1993). Cited by 49Web SearchBibTeXDownload
33Performance and Scalability of Preconditioned Conjugate Gradient Methods on the CM-5. Anshul Gupta, Vipin Kumar, Ahmed H. Sameh. PPSC 1993, 664-674. Web SearchBibTeX
1992
32Algorithms for Constraint-Satisfaction Problems: A Survey. Vipin Kumar. AI Magazine (13): 32-44 (1992). Cited by 852Web SearchBibTeXDownload
31Unstructured Tree Search on SIMD Parallel Computers: A Summary of Results. George Karypis, Vipin Kumar. SC 1992, 453-462. Web SearchBibTeX
30Scalability Analysis of Partitioning Strategies for Finite Element Graphs: A Summary of Results. Ananth Grama, Vipin Kumar. SC 1992, 83-92. Cited by 6Web SearchBibTeX
1991
29Depth-First Versus Best-First Search. Nageshwara Rao Vempaty, Vipin Kumar, Richard E. Korf. AAAI 1991, 434-440. Cited by 21Web SearchBibTeX
28Analysis of scalability of parallel algorithms and architectures: a survey. Vipin Kumar, Anshul Gupta. ICS 1991, 396-405. Cited by 48Web SearchBibTeXDownload
27A general heuristic bottom-up procedure for searching and/or graphs. Vipin Kumar. Inf. Sci. (56): 39-57 (1991). Cited by 5Web SearchBibTeXDownload
26Scalability of Parallel Sorting on Mesh Multicomputers. Vineet Singh, Vipin Kumar, Gul Agha, Chris Tomlinson. IPPS 1991, 92-101. Cited by 32Web SearchBibTeX
25AND-Parallel Execution of Logic Programs on a Shared-Memory Multiprocessor. Yow-Jian Lin, Vipin Kumar. J. Log. Program. (10): 155-178 (1991). Cited by 48Web SearchBibTeXDownload
24Scalability of Parallel Algorithms for the All-Pairs Shortest-Path Problem. Vipin Kumar, Vineet Singh. J. Parallel Distrib. Comput. (13): 124-138 (1991). Cited by 66Web SearchBibTeXDownload
23Automatic test pattern generation on parallel processors. Sunil Arvindam, Vipin Kumar, V. Nageshwara Rao, Vineet Singh. Parallel Computing (17): 1323-1342 (1991). Cited by 12Web SearchBibTeXDownload
1990
22Scalability of Parallel Algorithms for the All-Pairs Shortest Path Problem: A Summary of Results. Vipin Kumar, Vineet Singh. ICPP (3) 1990, 136-140. Cited by 1Web SearchBibTeX
1989
21Automatic Test Pattern Generation on Multiprocessors: A Summary of Results. Sunil Arvindam, Vipin Kumar, V. Nageshwara Rao, Vineet Singh. KBCS 1989, 41-51. Cited by 21Web SearchBibTeXDownload
1988
20Parallel Best-First Search of State-Space Graphs: A Summary of Results. Vipin Kumar, K. Ramesh, V. Nageshwara Rao. AAAI 1988, 122-127. Cited by 81Web SearchBibTeX
19Performance of And-Paralle Execution of Logic Programs on a Shared-Memory Multiprocessor. Yow-Jian Lin, Vipin Kumar. FGCS 1988, 851-860. Web SearchBibTeX
18Superlinear Speedup in Parallel State-Space Search. V. Nageshwara Rao, Vipin Kumar. FSTTCS 1988, 161-174. Cited by 24Web SearchBibTeXDownload
17AND-Parallel Execution of Logic Programs on a Shared Memory Multiprocessor: A Summary of Results. Yow-Jian Lin, Vipin Kumar. ICLP/SLP 1988, 1123-1141. Web SearchBibTeX
16Concurrent Access of Priority Queues. V. Nageshwara Rao, Vipin Kumar. IEEE Trans. Computers (37): 1657-1665 (1988). Cited by 102Web SearchBibTeXDownload
15A Data-Dependency-Based Intelligent Backtracking Scheme for Prolog. Vipin Kumar, Yow-Jian Lin. J. Log. Program. (5): 165-181 (1988). Cited by 17Web SearchBibTeXDownload
1987
14A Parallel Implementation of Iterative-Deepening-A*. V. Nageshwara Rao, Vipin Kumar, K. Ramesh. AAAI 1987, 178-182. Cited by 55Web SearchBibTeX
13An Intelligent Backtracking Scheme for Prolog. Vipin Kumar, Yow-Jian Lin. SLP 1987, 406-414. Cited by 14Web SearchBibTeX
1986
12A Framework for Intelligent Backtracking in Logic Programs. Vipin Kumar, Yow-Jian Lin. FSTTCS 1986, 108-123. Web SearchBibTeXDownload
11An Intelligent Backtracking Algorithm for Parallel Execution of Logic Programs. Yow-Jian Lin, Vipin Kumar, Clement H. C. Leung. ICLP 1986, 55-68. Cited by 32Web SearchBibTeXDownload
10A Parallel Execution Scheme for Exploiting and Parallelism of Logic Programs. Vipin Kumar, Yow-Jian Lin. ICPP 1986, 972-975. Cited by 14Web SearchBibTeX
1984
9A General Bottom-up Procedure for Searching And/Or Graphs. Vipin Kumar. AAAI 1984, 182-187. Cited by 10Web SearchBibTeX
8Integrating knowledge in problem solving search procedures. Vipin Kumar. ACM Conference on Computer Science 1984, 5-10. Cited by 10Web SearchBibTeXDownload
7General Branch and Bound, and its Relation to A and AO. Dana S. Nau, Vipin Kumar, Laveen N. Kanal. Artif. Intell. (23): 29-58 (1984). Web SearchBibTeXDownload
6Parallel Branch-and-Bound Formulations for AND/OR Tree Search. Vipin Kumar, Laveen N. Kanal. IEEE Trans. Pattern Anal. Mach. Intell. (6): 768-778 (1984). Web SearchBibTeXDownload
1983
5The Composite Decision Process: A Unifying Formulation for Heuristic Search, Dynamic Programming and Branch & Bound Procedures. Vipin Kumar, Laveen N. Kanal. AAAI 1983, 220-224. Web SearchBibTeX
4A General Branch and Bound Formulation for Understanding and Synthesizing And/Or Tree Search Procedures. Vipin Kumar, Laveen N. Kanal. Artif. Intell. (21): 179-198 (1983). Cited by 73Web SearchBibTeXDownload
1982
3A General Paradigm for A.I. Search Procedures. Dana S. Nau, Vipin Kumar, Laveen N. Kanal. AAAI 1982, 120-123. Web SearchBibTeXDownload
1981
2Branch & Bound Formulation for Sequential and Parallel Game Tree Searching: Preliminary Results. Laveen N. Kanal, Vipin Kumar. IJCAI 1981, 569-571. Web SearchBibTeX
1979
1The Practical Significance of Distributive Partitioning Sort. Martin Huits, Vipin Kumar. Inf. Process. Lett. (8): 168-169 (1979). Web SearchBibTeXDownload
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References
1. ^ KDD 2009: Research Track Program Committee - Retrieved 2009-11-21 - details
2. ^ KDD 2008: Research Track Program Committee - Retrieved 2009-11-21 - details
3. ^ KDD 2006 Conference - Organizers - Retrieved 2011-03-19 - details
4. ^ ICDE 2005 Program Committee - Retrieved 2012-01-19 - details
5. ^ Vipin Kumar - Abstract, Department of Computer Science - Retrieved 2010-09-24 - details
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