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Vipin Kumar Vis

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*2009
194EEGowtham Atluri, Rohit Gupta, Gang Fang, Gaurav Pandey, Michael Steinbach, Vipin Kumar: Association Analysis Techniques for Bioinformatics Problems. BICoB 2009: 1-13
193EEMark Read, Jon Timmis, Paul S. Andrews, Vipin Kumar: Using UML to Model EAE and Its Regulatory Network. ICARIS 2009: 4-6
192EEGaurav Pandey, Gowtham Atluri, Michael Steinbach, Chad L. Myers, Vipin Kumar: An association analysis approach to biclustering. KDD 2009: 677-686
191EEVarun Chandola, Shyam Boriah, Vipin Kumar: A Framework for Exploring Categorical Data. SDM 2009: 185-196
190EEAnanth Grama, Vipin Kumar: Load Balancing for Parallel Optimization Techniques. Encyclopedia of Optimization 2009: 1905-1911
189EEVarun Chandola, Arindam Banerjee, Vipin Kumar: Anomaly detection: A survey. ACM Comput. Surv. 41(3): (2009)
188EEGaurav Pandey, Chad L. Myers, Vipin Kumar: Incorporating functional inter-relationships into protein function prediction algorithms. BMC Bioinformatics 10: (2009)
187EEHui Xiong, Michael Steinbach, Arifin Ruslim, Vipin Kumar: Characterizing pattern preserving clustering. Knowl. Inf. Syst. 19(3): 311-336 (2009)
2008
186EEVarun Chandola, Varun Mithal, Vipin Kumar: Comparative Evaluation of Anomaly Detection Techniques for Sequence Data. ICDM 2008: 743-748
185EERohit Gupta, Gang Fang, Blayne Field, Michael Steinbach, Vipin Kumar: Quantitative evaluation of approximate frequent pattern mining algorithms. KDD 2008: 301-309
184EEGyörgy J. Simon, Vipin Kumar, Zhi-Li Zhang: Semi-supervised approach to rapid and reliable labeling of large data sets. KDD 2008: 641-649
183EEShyam Boriah, Vipin Kumar, Michael Steinbach, Christopher Potter, Steven A. Klooster: Land cover change detection: a case study. KDD 2008: 857-865
182EEShyam Boriah, Varun Chandola, Vipin Kumar: Similarity Measures for Categorical Data: A Comparative Evaluation. SDM 2008: 243-254
181EETaeHyun 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)
180EEXindong 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)
179EEArnold Goodman, Chandrika Kamath, Vipin Kumar: Data Analysis in the 21st Century. Statistical Analysis and Data Mining 1(1): 1-3 (2008)
178EEVipin 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
177EEVipin Kumar: High Performance Data Mining - Application for Discovery of Patterns in the Global Climate System. HiPC 2007: 4
176EEJon 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
175EEGaurav 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
174EEGyörgy J. Simon, Vipin Kumar, Zhi-Li Zhang: Estimating False Negatives for Classification Problems with Cluster Structure. SDM 2007
173EEMichael Steinbach, Vipin Kumar: Generalizing the notion of confidence. Knowl. Inf. Syst. 12(3): 279-299 (2007)
172EEVarun 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
166EEMark Shaneck, Yongdae Kim, Vipin Kumar: Privacy Preserving Nearest Neighbor Search. ICDM Workshops 2006: 541-545
165EEPrasanna Kumar Desikan, Nishith Pathak, Jaideep Srivastava, Vipin Kumar: Divide and conquer approach for efficient pagerank computation. ICWE 2006: 233-240
164EEGyörgy J. Simon, Hui Xiong, Eric Eilertson, Vipin Kumar: Scan Detection: A Data Mining Approach. SDM 2006
163EEHui Xiong, Pang-Ning Tan, Vipin Kumar: Hyperclique pattern discovery. Data Min. Knowl. Discov. 13(2): 219-242 (2006)
162EEHui Xiong, Gaurav Pandey, Michael Steinbach, Vipin Kumar: Enhancing Data Analysis with Noise Removal. IEEE Trans. Knowl. Data Eng. 18(2): 304-319 (2006)
161EEHui 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)
160EEHui 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
154EEHui Xiong, Michael Steinbach, Vipin Kumar: Privacy leakage in multi-relational databases via pattern based semi-supervised learning. CIKM 2005: 355-356
153EEMichael Steinbach, Vipin Kumar: Generalizing the Notion of Confidence. ICDM 2005: 402-409
152EEVarun Chandola, Vipin Kumar: Summarization - Compressing Data into an Informative Representation. ICDM 2005: 98-105
151EEAleksandar Lazarevic, Vipin Kumar: Feature bagging for outlier detection. KDD 2005: 157-166
150EEHui 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
149EEPrasanna Kumar Desikan, Nishith Pathak, Jaideep Srivastava, Vipin Kumar: Incremental page rank computation on evolving graphs. WWW (Special interest tracks and posters) 2005: 1094-1095
148EEVipin Kumar: Parallel and Distributed Computing for Cybersecurity. IEEE Distributed Systems Online 6(10): (2005)
147EEJieping 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
142EEMichael Steinbach, Pang-Ning Tan, Vipin Kumar: Support envelopes: a technique for exploring the structure of association patterns. KDD 2004: 296-305
141EEHui 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
140EEJieping 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
139EEMichael Steinbach, Pang-Ning Tan, Hui Xiong, Vipin Kumar: Generalizing the notion of support. KDD 2004: 689-694
138EEHui 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
137EEMahesh V. Joshi, Vipin Kumar: CREDOS: Classification Using Ripple Down Structure (A Case for Rare Classes). SDM 2004
136EEHui Xiong, Michael Steinbach, Pang-Ning Tan, Vipin Kumar: HICAP: Hierarchical Clustering with Pattern Preservation. SDM 2004
135EEAysel Ozgur, Pang-Ning Tan, Vipin Kumar: RBA: An Integrated Framework for Regression based on Association Rules. SDM 2004
134EEPang-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
129EEAleksandar Lazarevic, Ramdev Kanapady, Chandrika Kamath, Vipin Kumar, Kumar K. Tamma: Localized Prediction of Continuous Target Variables Using Hierarchical Clustering. ICDM 2003: 139-146
128EEHui Xiong, Pang-Ning Tan, Vipin Kumar: Mining Strong Affinity Association Patterns in Data Sets with Skewed Support Distribution. ICDM 2003: 387-394
127EEMichael Steinbach, Pang-Ning Tan, Vipin Kumar, Steven A. Klooster, Christopher Potter: Discovery of climate indices using clustering. KDD 2003: 446-455
126EEPusheng Zhang, Yan Huang, Shashi Shekhar, Vipin Kumar: Correlation Analysis of Spatial Time Series Datasets: A Filter-and-Refine Approach. PAKDD 2003: 532-544
125EEJinmei Xu, Hui Xiong, Sam Yuan Sung, Vipin Kumar: A New Clustering Algorithm for Transaction Data via Caucus. PAKDD 2003: 551-562
124EEAleksandar Lazarevic, Levent Ertöz, Vipin Kumar, Aysel Ozgur, Jaideep Srivastava: A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection. SDM 2003
123EELevent Ertöz, Michael Steinbach, Vipin Kumar: Finding Clusters of Different Sizes, Shapes, and Densities in Noisy, High Dimensional Data. SDM 2003
122EEPusheng Zhang, Yan Huang, Shashi Shekhar, Vipin Kumar: Exploiting Spatial Autocorrelation to Efficiently Process Correlation-Based Similarity Queries. SSTD 2003: 449-468
121EEB. 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
119EEDaniel 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
117EEVipin Kumar, Franz-Josef Pfreundt, Hans Burkhard, José M. Laginha M. Palma: Applications on High Performance Computers. Euro-Par 2002: 409
116EEMahesh V. Joshi, Ramesh C. Agarwal, Vipin Kumar: Predicting rare classes: can boosting make any weak learner strong? KDD 2002: 297-306
115EEPang-Ning Tan, Vipin Kumar, Jaideep Srivastava: Selecting the right interestingness measure for association patterns. KDD 2002: 32-41
114EEMahesh V. Joshi, Ramesh C. Agarwal, Vipin Kumar: Predicting Rare Classes: Comparing Two-Phase Rule Induction to Cost-Sensitive Boosting. PKDD 2002: 237-249
113EEVipin Kumar, Mahesh V. Joshi, Eui-Hong Han, Pang-Ning Tan, Michael Steinbach: High Performance Data Mining. VECPAR 2002: 111-125
112EEB. Uygar Oztekin, George Karypis, Vipin Kumar: Expert agreement and content based reranking in a meta search environment using Mearf. WWW 2002: 333-344
111EEJiawei 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
108EEKirk Schloegel, George Karypis, Vipin Kumar: Graph Partitioning for Dynamic, Adaptive and Multi-phase Scientific Simulations. CLUSTER 2001: 271-273
107EEMahesh V. Joshi, Vipin Kumar, Ramesh C. Agarwal: Evaluating Boosting Algorithms to Classify Rare Classes: Comparison and Improvements. ICDM 2001: 257-264
106EEAnanth Grama, Vipin Kumar, Sanjay Ranka, Vineet Singh: Architecture Independent Analysis of Parallel Programs. International Conference on Computational Science (2) 2001: 599-608
105EEEui-Hong Han, George Karypis, Vipin Kumar: Text Categorization Using Weight Adjusted k-Nearest Neighbor Classification. PAKDD 2001: 53-65
104EEMahesh 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
103EEPang-Ning Tan, Vipin Kumar: Mining Indirect Associations in Web Data. WEBKDD 2001: 145-166
102EEKirk 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)
101EEVipin 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
100EEWilliam Leinberger, George Karypis, Vipin Kumar: Memory Management Techniques for Gang Scheduling. Euro-Par 2000: 252-261
99EEKirk Schloegel, George Karypis, Vipin Kumar: Parallel Multilevel Algorithms for Multi-constraint Graph Partitioning (Distinguished Paper). Euro-Par 2000: 296-310
98EEWilliam Leinberger, George Karypis, Vipin Kumar: Load Balancing Across Near-Homogeneous Multi-Resource Servers. Heterogeneous Computing Workshop 2000: 60-71
97EEVipin Kumar, Kirk Schloegel, George Karypis: Graph Partitioning for Dynamic, Adaptive, and Multi-phase Computations. IPDPS Workshops 2000: 476-476
96EEHillol Kargupta, Philip Chan, Vipin Kumar, Zoran Obradovic: Distributed and parallel knowledge discovery (workshop session - title only). KDD 2000: 534
95EEPang-Ning Tan, Vipin Kumar, Jaideep Srivastava: Indirect Association: Mining Higher Order Dependencies in Data. PKDD 2000: 632-637
94EEKirk Schloegel, George Karypis, Vipin Kumar: A Unified Algorithm for Load-balancing Adaptive Scientific Simulations. SC 2000
93EEEui-Hong Han, George Karypis, Vipin Kumar: Scalable Parallel Data Mining for Association Rules. IEEE Trans. Knowl. Data Eng. 12(3): 377-352 (2000)
92EEHillol 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
91EEGeorge Karypis, Vipin Kumar: Multilevel k-way Hypergraph Partitioning. DAC 1999: 343-348
90EEKirk 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
88EEWilliam Leinberger, George Karypis, Vipin Kumar: Multi-Capacity Bin Packing Algorithms with Applications to Job Scheduling under Multiple Constraints. ICPP 1999: 404-412
87EEMahesh 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)
81EEAnanth 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)
80EEGeorge Karypis, Rajat Aggarwal, Vipin Kumar, Shashi Shekhar: Multilevel hypergraph partitioning: applications in VLSI domain. IEEE Trans. VLSI Syst. 7(1): 69-79 (1999)
1998
79EEEui-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
78EEAnurag Srivastava, Eui-Hong Han, Vipin Kumar, Vineet Singh: Parallel Formulations of Decision-Tree Classification Algorithms. ICPP 1998: 237-244
77EEMahesh 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
74EEEui-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)
73EEShashi 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
69EEGeorge 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-
67EEKirk 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
63EEEui-Hong Han, George Karypis, Vipin Kumar: Scalable Parallel Data Mining for Association Rules. SIGMOD Conference 1997: 277-288
62EEAnshul 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
60EEGeorge 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
52EEGeorge Karypis, Vipin Kumar: Analysis of Multilevel Graph Partitioning. SC 1995
51EEAnshul Gupta, Vipin Kumar: Parallel Algorithms for Forward and Back Substitution in Direct Solution of Sparse Linear Systems. SC 1995
50EEAnanth Grama, Vipin Kumar, Ahmed H. Sameh: Parallel Matrix-Vector Product Using Approximate Hierarchical Methods. SC 1995
49EEShashi Shekhar, Sivakumar Ravada, Vipin Kumar, Douglas Chubb, Greg Turner: Load Balancing in High Performance GIS: Declustering Polygonal Maps. SSD 1995: 196-215
48EEAnshul 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)
47EEAnanth 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
44EEGeorge Karypis, Anshul Gupta, Vipin Kumar: A parallel formulation of interior point algorithms. SC 1994: 204-213
43EEAnanth Grama, Vipin Kumar, Ahmed H. Sameh: Scalable parallel formulations of the Barnes-Hut method for n-body simulations. SC 1994: 439-448
42EEAnshul Gupta, Vipin Kumar: A scalable parallel algorithm for sparse Cholesky factorization. SC 1994: 793-802
41EEGeorge Karypis, Vipin Kumar: Unstructured Tree Search on SIMD Parallel Computers. IEEE Trans. Parallel Distrib. Syst. 5(10): 1057-1072 (1994)
40EEVipin 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
34EEV. Nageshwara Rao, Vipin Kumar: On the Efficiency of Parallel Backtracking. IEEE Trans. Parallel Distrib. Syst. 4(4): 427-437 (1993)
33EEAnshul 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
27EEVipin 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
25EEVipin 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
20EESunil 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
17EEV. 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
11EEVipin 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 Vipin Kumar: A General Bottom-up Procedure for Searching And/Or Graphs. AAAI 1984: 182-187
7EEVipin Kumar: Integrating knowledge in problem solving search procedures. ACM Conference on Computer Science 1984: 5-10
6 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)
1983
5 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
4 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)
1982
3 Dana S. Nau, Vipin Kumar, Laveen N. Kanal: A General Paradigm for A.I. Search Procedures. AAAI 1982: 120-123
1981
2 Laveen N. Kanal, Vipin Kumar: Branch & Bound Formulation for Sequential and Parallel Game Tree Searching: Preliminary Results. IJCAI 1981: 569-571
1979
1 Martin Huits, Vipin Kumar: The Practical Significance of Distributive Partitioning Sort. Inf. Process. Lett. 8(4): 168-169 (1979)

Coauthor Index

1Ramesh C. Agarwal [104] [107] [114] [116]
2Rajat Aggarwal [69] [80]
3Gul A. Agha (Gul Agha) [26]
4Russ B. Altman [111]
5Minesh B. Amin [40]
6Paul S. Andrews [193]
7Sunil Arvindam [20] [22]
8Gowtham Atluri [192] [194]
9Arindam Banerjee [189]
10Daniel Boley [57] [79] [84]
11Shyam Boriah [182] [183] [191]
12Hans Burkhard [117]
13Daniel J. Challou [37] [57] [119]
14Philip Chan [96]
15Varun Chandola [152] [172] [176] [182] [186] [189] [191]
16Hyunseung Choo [167] [168] [169] [170] [171]
17Douglas Chubb [49] [59] [73]
18Prasanna Kumar Desikan [149] [165]
19Chris H. Q. Ding (Hong Q. Ding) [150]
20Eric Eilertson [164] [176]
21Levent Ertöz [120] [121] [123] [124] [176]
22Gang Fang [185] [194]
23Blayne Field [185]
24Tushar Garg [175]
25Marina L. Gavrilova [131] [132] [133] [143] [144] [145] [146] [155] [156] [157] [158] [167] [168] [169] [170] [171]
26Osvaldo Gervasi [143] [144] [145] [146] [155] [156] [157] [158] [167] [168] [169] [170] [171]
27Joydeep Ghosh [92] [180]
28Maria L. Gini [37] [57] [79] [84] [119]
29Arnold Goodman [179]
30Ananth Grama [30] [39] [43] [46] [47] [50] [55] [64] [70] [81] [106] [190]
31Robert Gross [79] [84]
32Robert L. Grossman [118]
33Anshul Gupta [27] [32] [33] [35] [38] [42] [44] [46] [48] [51] [54] [56] [62] [65] [76] [85]
34Rohit Gupta [175] [185] [194]
35Fred G. Gustavson [65] [85]
36Eui-Hong Han [63] [68] [74] [78] [79] [82] [83] [84] [87] [93] [105] [113]
37Jiawei Han [111] [118]
38David J. Hand [180]
39Kyle Hastings [79] [84]
40Xiaofeng He [150]
41Stephen R. Holbrook [150]
42Yan Huang [122] [126] [138]
43Martin Huits [1]
44TaeHyun Hwang [181]
45Ravi Janardan [140] [147]
46Mahesh V. Joshi [65] [76] [77] [85] [87] [104] [107] [113] [114] [116] [137]
47Chandrika Kamath [129] [179]
48Laveen N. Kanal [2] [3] [4] [5] [6]
49Ramdev Kanapady [129]
50Hillol Kargupta [92] [96]
51George Karypis [31] [36] [41] [44] [46] [52] [56] [58] [60] [61] [62] [63] [64] [65] [66] [67] [68] [69] [71] [72] [74] [75] [77] [79] [80] [82] [84] [85] [86] [87] [88] [90] [91] [93] [94] [97] [98] [99] [100] [102] [105] [108] [110] [112] [119]
52Jinoh Kim [176]
53Seonho Kim [176]
54Yongdae Kim [166]
55Steven A. Klooster [127] [183]
56Jean-Pierre Kocher [181]
57Richard E. Korf [28]
58Rui Kuang [181]
59Pierre L'Ecuyer [131] [132] [133]
60Antonio Laganà [143] [144] [145] [146] [155] [156] [157] [158] [167] [168] [169] [170] [171]
61Aleksandar Lazarevic [124] [129] [151]
62Heow Pueh Lee [155] [156] [157] [158]
63William Leinberger [88] [98] [100]
64Clement H. C. Leung [10]
65Qi Li [140] [147]
66Yow-Jian Lin [9] [10] [11] [12] [14] [16] [18] [24]
67Bing Liu [180]
68Xiaobin Ma [138]
69Heikki Mannila [111] [118]
70Geoffrey J. McLachlan [180]
71Varun Mithal [186]
72Bamshad Mobasher [68] [74] [79] [84]
73Jerome Moore [79] [84]
74Hiroshi Motoda [180]
75Rajeev Motwani [118]
76Youngsong Mun [143] [144] [145] [146] [155] [156] [157] [158] [167] [168] [169] [170] [171]
77David R. Musicant [130]
78Chad L. Myers [188] [192]
79Dana S. Nau [3] [6]
80Angus F. M. Ng [180]
81Tom Nurkkala [45]
82Zoran Obradovic [92] [96]
83Aysel Ozgur [124] [130] [135]
84B. Uygar Oztekin [112] [121]
85José M. Laginha M. Palma [117]
86Gaurav Pandey [162] [175] [188] [192] [194]
87Haesun Park [140] [147]
88Nishith Pathak [149] [165]
89Franz-Josef Pfreundt [117]
90Christopher Potter [127] [183]
91Daryl Pregibon [111]
92J. Ross Quinlan [180]
93K. Ramesh [13] [19]
94Sanjay Ranka [101] [106]
95V. Nageshwara Rao [13] [15] [17] [19] [20] [22] [34]
96Sivakumar Ravada [49] [59] [73]
97Mark Read [193]
98Arifin Ruslim [187]
99Ahmed H. Sameh [35] [43] [48] [50] [55] [70]
100Kirk Schloegel [61] [67] [75] [86] [90] [94] [97] [99] [102] [108] [110]
101Mark Shaneck [166]
102Shashi Shekhar [40] [49] [59] [69] [73] [80] [122] [126] [138] [141] [161]
103Hugues Sicotte [181]
104György J. Simon [164] [174] [176] [184]
105Vineet Singh [20] [21] [22] [23] [26] [78] [83] [101] [106]
106Anurag Srivastava [78] [83]
107Jaideep Srivastava [89] [95] [115] [124] [134] [149] [165]
108Michael Steinbach [113] [120] [123] [127] [136] [139] [142] [153] [154] [159] [160] [162] [173] [175] [180] [183] [185] [187] [192] [194]
109Dan Steinberg [180]
110Sam Yuan Sung [125]
111Kumar K. Tamma [129]
112Chih Jeng Kenneth Tan [131] [132] [133] [143] [144] [145] [146] [155] [156] [157] [158] [167] [168] [169] [170] [171]
113Pang-Ning Tan [95] [103] [109] [113] [115] [127] [128] [134] [135] [136] [139] [141] [142] [159] [161] [163]
114David Taniar [155] [156] [157] [158] [167] [168] [169] [170] [171]
115Ze Tian [181]
116Jonathan Timmis (Jon Timmis) [193]
117Chris Tomlinson [26]
118Greg Turner [49] [59] [73]
119Nageshwara Rao Vempaty [28] [39]
120Jon B. Weissman [176]
121Dennis A. Wigle [181]
122Baolin Wu [181]
123Xindong Wu [180]
124Hui Xiong [125] [128] [136] [138] [139] [140] [141] [147] [150] [154] [160] [161] [162] [163] [164] [187]
125Jinmei Xu [125]
126Qiang Yang [180]
127Jieping Ye [140] [147]
128Jin Soung Yoo [138]
129Philip S. Yu [180]
130Pusheng Zhang [122] [126]
131Ya Zhang [150]
132Zhi-Li Zhang [174] [184]
133Zhi-Hua Zhou [180]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)