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r5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVarun Chandola, Arindam Banerjee, Vipin Kumar: Active Learning. Encyclopedia of Machine Learning and Data Mining 2017: 42-56
i6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPranjul Yadav, Michael Steinbach, Vipin Kumar, György J. Simon: Mining Electronic Health Records: A Survey. CoRR abs/1702.03222 (2017)
2016
j90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Sushil Kumar: Energy balanced position-based routing for lifetime maximization of wireless sensor networks. Ad Hoc Networks 52: 117-129 (2016)
j89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVinesh Kumar, Sonajharia Minz, Vipin Kumar: Performance analysis of cognitive radio networks under spectrum sharing using queuing approach. Computers & Electrical Engineering 52: 390-398 (2016)
j88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGowtham Atluri, Angus W. MacDonald III, Kelvin O. Lim, Vipin Kumar: The Brain-Network Paradigm: Using Functional Imaging Data to Study How the Brain Works. IEEE Computer 49(10): 65-71 (2016)
j87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCatherine H. Olson, Sanjoy Dey, Vipin Kumar, Karen A. Monsen, Bonnie L. Westra: Clustering of elderly patient subgroups to identify medication-related readmission risks. I. J. Medical Informatics 85(1): 43-52 (2016)
j86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Sonajharia Minz: Multi-view ensemble learning: an optimal feature set partitioning for high-dimensional data classification. Knowl. Inf. Syst. 49(1): 1-59 (2016)
j85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaoki Abe, Yiqun Xie, Shashi Shekhar, Chid Apté, Vipin Kumar, Mitch Tuinstra, Ranga Raju Vatsavai: Data Science for Food, Energy and Water: A Workshop Report. SIGKDD Explorations 18(2): 1-4 (2016)
j84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Sushil Kumar: Position-Based Beaconless Routing in Wireless Sensor Networks. Wireless Personal Communications 86(2): 1061-1085 (2016)
c209Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSoumyadeep Chatterjee, Stefan Liess, Arindam Banerjee, Vipin Kumar: Understanding Dominant Factors for Precipitation over the Great Lakes Region. AAAI 2016: 3821-3827
c208Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMandar S. Chaudhary, Doel L. Gonzalez II, Gonzalo A. Bello, Michael P. Angus, Dhara Desai, Steve Harenberg, P. Murali Doraiswamy, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova: Causality-Guided Feature Selection. ADMA 2016: 391-405
c207Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaowei Jia, Ankush Khandelwal, James Gerber, Kimberly Carlson, Paul West, Vipin Kumar: Learning large-scale plantation mapping from imperfect annotators. BigData 2016: 1192-1201
c206Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaowei Jia, Xi C. Chen, Anuj Karpatne, Vipin Kumar: Identifying dynamic changes with noisy labels in spatial-temporal data: A study on large-scale water monitoring application. BigData 2016: 1328-1333
c205Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXi C. Chen, Yuanshun Yao, Sichao Shi, Snigdhansu Chatterjee, Vipin Kumar, James H. Faghmous: A general framework to increase the robustness of model-based change point detection algorithms to outliers and noise. SDM 2016: 162-170
c204Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar: Big Data in Climate: Opportunities and Challenges for Machine Learning. SIGIR 2016: 3
i5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLUlrich Rüde, Karen Willcox, Lois Curfman McInnes, Hans De Sterck, George Biros, Hans-Joachim Bungartz, James Corones, Evin Cramer, James Crowley, Omar Ghattas, Max Gunzburger, Michael Hanke, Robert J. Harrison, Michael A. Heroux, Jan Hesthaven, Peter K. Jimack, Chris Johnson, Kirk E. Jordan, David E. Keyes, Rolf H. Krause, Vipin Kumar, Stefan Mayer, Juan Meza, Knut Martin Mørken, J. Tinsley Oden, Linda R. Petzold, Padma Raghavan, Suzanne M. Shontz, Anne E. Trefethen, Peter R. Turner, Vladimir Voevodin, Barbara I. Wohlmuth, Carol S. Woodward: Research and Education in Computational Science and Engineering. CoRR abs/1610.02608 (2016)
i4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPranjul Yadav, Lisiane Pruinelli, Alexander Hoff, Michael Steinbach, Bonnie L. Westra, Vipin Kumar, György J. Simon: Causal Inference in Observational Data. CoRR abs/1611.04660 (2016)
i3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnuj Karpatne, Gowtham Atluri, James H. Faghmous, Michael Steinbach, Arindam Banerjee, Auroop R. Ganguly, Shashi Shekhar, Nagiza F. Samatova, Vipin Kumar: Theory-guided Data Science: A New Paradigm for Scientific Discovery. CoRR abs/1612.08544 (2016)
2015
j83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicholas Johnson, Huanan Zhang, Gang Fang, Vipin Kumar, Rui Kuang: SubPatCNV: approximate subspace pattern mining for mapping copy-number variations. BMC Bioinformatics 16: 16:1-16:12 (2015)
j82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames H. Faghmous, Vipin Kumar, Shashi Shekhar: Computing and Climate. Computing in Science and Engineering 17(6): 6-8 (2015)
j81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLongbing Cao, Philip S. Yu, Vipin Kumar: Nonoccurring Behavior Analytics: A New Area. IEEE Intelligent Systems 30(6): 4-11 (2015)
c203Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSanjoy Dey, Katherine Hauwiller, Pranjul Yadav, Michael Steinbach, György J. Simon, Vipin Kumar, Connie White-Delaney, Bonnie L. Westra: Predicting the Factors of Improvement of Health Status of Home Health Care Patients: A Holistic Data Mining Approach. AMIA 2015
c202Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSteven G. Johnson, Stuart M. Speedie, György J. Simon, Vipin Kumar, Bonnie L. Westra: A Data Quality Ontology for the Secondary Use of EHR Data. AMIA 2015
c201Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLisiane Pruinelli, Pranjul Yadav, Andrew Hangsleben, Kevin Schiroo, Sanjoy Dey, György J. Simon, Maribet C. McCarty, Vipin Kumar, Connie White-Delaney, Michael Steinbach, Bonnie L. Westra: Clustering Health Data to Discover EBP Interventions for Sepsis Prevention and Treatment for Health Disparities. AMIA 2015
c200Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnuj Karpatne, Vipin Kumar: Adaptive Heterogeneous Ensemble Learning Using the Context of Test Instances. ICDM 2015: 787-792
c199Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnkush Khandelwal, Varun Mithal, Vipin Kumar: Post Classification Label Refinement Using Implicit Ordering Constraint Among Data Instances. ICDM 2015: 799-804
c198Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPranjul Yadav, Michael Steinbach, Lisiane Pruinelli, Bonnie L. Westra, Connie Delaney, Vipin Kumar, György J. Simon: Forensic Style Analysis with Survival Trajectories. ICDM 2015: 1069-1074
c197Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnuj Karpatne, Vipin Kumar: Building Predictive Models for Noisy and Heterogeneous Data: An Application in Global Monitoring of Inland Water Dynamics. ICDM Workshops 2015: 1530-1531
c196Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXi C. Chen, Vipin Kumar, James H. Faghmous: Online Change Detection Algorithm for Noisy Time-Series: An Application Tonear-Real Time Burned Area Mapping. ICDM Workshops 2015: 1536-1537
c195Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXi C. Chen, James H. Faghmous, Ankush Khandelwal, Vipin Kumar: Clustering Dynamic Spatio-Temporal Patterns in The Presence of Noise and Missing Data. IJCAI 2015: 2575-2581
c194Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGonzalo A. Bello, Michael P. Angus, Navya Pedemane, Jitendra K. Harlalka, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova: Response-Guided Community Detection: Application to Climate Index Discovery. ECML/PKDD (2) 2015: 736-751
c193Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKai Zhang, Qiaojun Wang, Zhengzhang Chen, Ivan Marsic, Vipin Kumar, Guofei Jiang, Jie Zhang: From Categorical to Numerical: Multiple Transitive Distance Learning and Embedding. SDM 2015: 46-54
c192Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKarthik Subbian, Charu C. Aggarwal, Jaideep Srivastava, Vipin Kumar: Rare Class Detection in Networks. SDM 2015: 406-414
c191Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnuj Karpatne, Ankush Khandelwal, Vipin Kumar: Ensemble Learning Methods for Binary Classification with Multi-modality within the Classes. SDM 2015: 730-738
c190Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVinesh Teotia, Vipin Kumar, Sonajharia Minz: Conflict Graph Based Channel Allocation in Cognitive Radio Networks. SRDS Workshop 2015: 52-56
c189Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Sonajharia Minz: Multi-view Ensemble Learning: A Supervised Feature Set Partitioning for High Dimensional Data Classification. WCI 2015: 31-37
p3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSanjoy Dey, Rohit Gupta, Michael Steinbach, Vipin Kumar: Predictive Models for Integrating Clinical and Genomic Data. Healthcare Data Analytics 2015: 433-465
2014
j80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames H. Faghmous, Arindam Banerjee, Shashi Shekhar, Michael Steinbach, Vipin Kumar, Auroop R. Ganguly, Nagiza F. Samatova: Theory-Guided Data Science for Climate Change. IEEE Computer 47(11): 74-78 (2014)
j79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVarun Chandola, Varun Mithal, Vipin Kumar: A reference based analysis framework for understanding anomaly detection techniques for symbolic sequences. Data Min. Knowl. Discov. 28(3): 702-735 (2014)
j78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Steinbach, Sean Landman, Vipin Kumar, Haoyu Yu: Identification of co-occurring insertions in cancer genomes using association analysis. IJDMB 10(1): 65-82 (2014)
j77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKarthik Kambatla, Giorgios Kollias, Vipin Kumar, Ananth Grama: Trends in big data analytics. J. Parallel Distrib. Comput. 74(7): 2561-2573 (2014)
j76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Sonajharia Minz: Feature Selection: A literature Review. Smart CR 4(3): 211-229 (2014)
j75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Sonajharia Minz: Multi-Objective Particle Swarm Optimization: An Introduction. Smart CR 4(5): 335-353 (2014)
c188Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames H. Faghmous, Hung Nguyen, Matthew Le, Vipin Kumar: Spatio-Temporal Consistency as a Means to Identify Unlabeled Objects in a Continuous Data Field. AAAI 2014: 410-416
c187Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLisiane Pruinelli, Sanjoy Dey, György J. Simon, Pranjul Yadav, Andrew Hangsleben, Katherine Hauwiller, Vipin Kumar, Connie White-Delaney, Michael Steinbach, Bonnie L. Westra: Data Mining Methodologies to Discover Best practices for Diabetic Patients with Health Disparities. AMIA 2014
c186Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVanja Paunic, Michael Steinbach, Abeer Madbouly, Vipin Kumar: Amb-EM: a SNP-based prediction of HLA alleles using ambiguous HLA data. BCB 2014: 104-113
c185Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnuj Karpatne, Ankush Khandelwal, Shyam Boriah, Vipin Kumar: Predictive Learning in the Presence of Heterogeneity and Limited Training Data. SDM 2014: 253-261
c184Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXi C. Chen, Abdullah Mueen, Vijay K. Narayanan, Nikos Karampatziakis, Gagan Bansal, Vipin Kumar: Online Discovery of Group Level Events in Time Series. SDM 2014: 632-640
c183Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGowtham Atluri, Michael Steinbach, Kelvin O. Lim, Angus W. MacDonald III, Vipin Kumar: Discovering Groups of Time Series with Similar Behavior in Multiple Small Intervals of Time. SDM 2014: 1001-1009
c182Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSteve Harenberg, Ramona G. Seay, Stephen Ranshous, Kanchana Padmanabhan, Jitendra K. Harlalka, Eric R. Schendel, Michael P. O'Brien, Rada Chirkova, William Hendrix, Alok N. Choudhary, Vipin Kumar, Murali Doraiswamy, Nagiza F. Samatova: Memory-efficient Query-driven Community Detection with Application to Complex Disease Associations. SDM 2014: 1010-1018
c181Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSanjoy Dey, György J. Simon, Bonnie L. Westra, Michael Steinbach, Vipin Kumar: Mining Interpretable and Predictive Diagnosis Codes from Multi-source Electronic Health Records. SDM 2014: 1055-1063
2013
j74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard B. Greaves, Mark Read, Jon Timmis, Paul S. Andrews, James A. Butler, Björn-Ole Gerckens, Vipin Kumar: In silico investigation of novel biological pathways: The role of CD200 in regulation of T cell priming in experimental autoimmune encephalomyelitis. Biosystems 112(2): 107-121 (2013)
j73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard A. Williams, Richard B. Greaves, Mark Read, Jon Timmis, Paul S. Andrews, Vipin Kumar: In silico investigation into dendritic cell regulation of CD8Treg mediated killing of Th1 cells in murine experimental autoimmune encephalomyelitis. BMC Bioinformatics 14(S-6): S9 (2013)
j72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVikas Sharma, Harish Dureja, Vipin Kumar: Computation of models for prediction of blood brain barrier permeability using molecular descriptors. J. Comput. Meth. in Science and Engineering 13(3-4): 379-392 (2013)
j71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJaya Kawale, Stefan Liess, Arjun Kumar, Michael Steinbach, Peter K. Snyder, Vipin Kumar, Auroop R. Ganguly, Nagiza F. Samatova, Fredrick H. M. Semazzi: A graph-based approach to find teleconnections in climate data. Statistical Analysis and Data Mining 6(3): 158-179 (2013)
c180Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames H. Faghmous, Muhammed Uluyol, Luke Styles, Matthew Le, Varun Mithal, Shyam Boriah, Vipin Kumar: Multiple Hypothesis Object Tracking For Unsupervised Self-Learning: An Ocean Eddy Tracking Application. AAAI 2013
c179Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSanjoy Dey, Jeremy Weed, Joanna Fakhoury, Jacob Cooner, György J. Simon, Michael Steinbach, Bonnie L. Westra, Vipin Kumar: Data Mining to Predict Mobility Outcomes for Older Adults Receiving Home Health Care. AMIA 2013
c178Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVanja Paunic, Michael Steinbach, Abeer Madbouly, Vipin Kumar: Evaluation of Label Dependency for the Prediction of HLA Genes. BCB 2013: 296
c177Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHimadri Chauhan, Vipin Kumar, Sumit Pundir, Emmanuel S. Pilli: Comparative Analysis and Research Issues in Classification Techniques for Intrusion Detection. ICACNI 2013: 675-685
c176Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Sushil Kumar: Optimal Path and Best-Effort Delivery in Wireless Sensor Networks. ICACNI 2013: 1257-1266
c175Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Sushil Kumar: Spanning-Tree-Based Position-Based Routing in WSNs. ICACNI 2013: 1267-1275
c174Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames H. Faghmous, Matthew Le, Muhammed Uluyol, Vipin Kumar, Snigdhansu Chatterjee: A Parameter-Free Spatio-Temporal Pattern Mining Model to Catalog Global Ocean Dynamics. ICDM 2013: 151-160
c173Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIgor Melnyk, Pranjul Yadav, Michael Steinbach, Jaideep Srivastava, Vipin Kumar, Arindam Banerjee: Detection of Precursors to Aviation Safety Incidents Due to Human Factors. ICDM Workshops 2013: 407-412
c172Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDoel L. Gonzalez, Saurabh V. Pendse, Kanchana Padmanabhan, Michael P. Angus, Isaac K. Tetteh, Shashank Srinivas, Andrea Villanes, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova: Coupled Heterogeneous Association Rule Mining (CHARM): Application Toward Inference of Modulatory Climate Relationships. ICDM 2013: 1055-1060
c171Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhengzhang Chen, Alok N. Choudhary, John Jenkins, Vipin Kumar, Anatoli V. Melechko, Jinfeng Rao, Nagiza F. Samatova, Fredrick H. M. Semazzi: Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships. SDM 2013: 494-502
c170Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXi C. Chen, Karsten Steinhaeuser, Shyam Boriah, Snigdhansu Chatterjee, Vipin Kumar: Contextual Time Series Change Detection. SDM 2013: 503-511
c169Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShyam Boriah, Ankush Khandelwal, Vipin Kumar, Varun Mithal, Karsten Steinhaeuser: Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping. SDM 2013: 650-658
p2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnuj Karpatne, James H. Faghmous, Jaya Kawale, Luke Styles, Mace Blank, Varun Mithal, Xi C. Chen, Ankush Khandelwal, Shyam Boriah, Karsten Steinhaeuser, Michael Steinbach, Vipin Kumar, Stefan Liess: Earth Science Applications of Sensor Data. Managing and Mining Sensor Data 2013: 505-530
2012
j70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGang Fang, Gaurav Pandey, Wen Wang, Manish Gupta, Michael Steinbach, Vipin Kumar: Mining Low-Support Discriminative Patterns from Dense and High-Dimensional Data. IEEE Trans. Knowl. Data Eng. 24(2): 279-294 (2012)
j69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVarun Chandola, Arindam Banerjee, Vipin Kumar: Anomaly Detection for Discrete Sequences: A Survey. IEEE Trans. Knowl. Data Eng. 24(5): 823-839 (2012)
c168Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames H. Faghmous, Yashu Chamber, Shyam Boriah, Frode Vikebø, Stefan Liess, Michel dos Santos Mesquita, Vipin Kumar: A Novel and Scalable Spatio-Temporal Technique for Ocean Eddy Monitoring. AAAI 2012
c167Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSanjoy Dey, Kelvin O. Lim, Gowtham Atluri, Angus W. MacDonald III, Michael Steinbach, Vipin Kumar: A pattern mining based integrative framework for biomarker discovery. BCB 2012: 498-505
c166Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVarun Mithal, Zachary O'Connor, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar, Christopher Potter, Steven A. Klooster: Time series change detection using segmentation: A case study for land cover monitoring. CIDU 2012: 63-70
c165Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnuj Karpatne, Mace Blank, Michael Lau, Shyam Boriah, Karsten Steinhaeuser, Michael Steinbach, Vipin Kumar: Importance of vegetation type in forest cover estimation. CIDU 2012: 71-78
c164Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames H. Faghmous, Luke Styles, Varun Mithal, Shyam Boriah, Stefan Liess, Vipin Kumar, Frode Vikebø, Michel dos Santos Mesquita: EddyScan: A physically consistent ocean eddy monitoring application. CIDU 2012: 96-103
c163Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXi C. Chen, Anuj Karpatne, Yashu Chamber, Varun Mithal, Michael Lau, Karsten Steinhaeuser, Shyam Boriah, Michael Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Teji Abraham, J. D. Stanley, Juan Carlos Castilla-Rubio: A new data mining framework for forest fire mapping. CIDU 2012: 104-111
c162Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJaya Kawale, Stefan Liess, Vipin Kumar, Upmanu Lall, Auroop R. Ganguly: Mining time-lagged relationships in spatio-temporal climate data. CIDU 2012: 130-135
c161Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSriram Lakshminarasimhan, Prabhat Kumar, Wei-keng Liao, Alok N. Choudhary, Vipin Kumar, Nagiza F. Samatova: On the path to sustainable, scalable, and energy-efficient data analytics: Challenges, promises, and future directions. IGCC 2012: 1-6
c160Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGowtham Atluri, Sanjoy Dey, Gang Fang, Sean Landman, Vanja Paunic, Wen Wang, Michael Steinbach, Vipin Kumar: Invited: Discovering combinatorial biomarkers. ICCABS 2012: 1-2
c159Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIvan Brugere, Karsten Steinhaeuser, Shyam Boriah, Vipin Kumar: Approximate Search on Massive Spatiotemporal Datasets. ICDM Workshops 2012: 773-780
c158Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDoel L. Gonzalez, Zhengzhang Chen, Isaac K. Tetteh, Tatdow Pansombut, Fredrick H. M. Semazzi, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova: Hierarchical Classifier-Regression Ensemble for Multi-phase Non-linear Dynamic System Response Prediction: Application to Climate Analysis. ICDM Workshops 2012: 781-788
c157Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVanja Paunic, Michael Steinbach, Vipin Kumar, Martin Maiers: Prediction of HLA Genes from SNP Data and HLA Haplotype Frequencies. ICDM Workshops 2012: 964-971
c156Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDebasish Das, Auroop R. Ganguly, Snigdhansu Chatterjee, Vipin Kumar, Zoran Obradovic: Spatially penalized regression for dependence analysis of rare events: A study in precipitation extremes. IGARSS 2012: 1948-1951
c155Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard B. Greaves, Mark Read, Jon Timmis, Paul S. Andrews, Vipin Kumar: Extending an Established Simulation: Exploration of the Possible Effects Using a Case Study in Experimental Autoimmune Encephalomyelitis. IPCAT 2012: 150-161
c154Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJaya Kawale, Snigdhansu Chatterjee, Dominick Ormsby, Karsten Steinhaeuser, Stefan Liess, Vipin Kumar: Testing the significance of spatio-temporal teleconnection patterns. KDD 2012: 642-650
c153Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSaurabh V. Pendse, Isaac K. Tetteh, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova: Toward Data-driven, Semi-automatic Inference of Phenomenological Physical Models: Application to Eastern Sahel Rainfall. SDM 2012: 35-46
c152Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Sonajharia Minz: Poem Classification Using Machine Learning Approach. SocProS 2012: 675-682
c151Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Chirag Chetan, Aparajita Ojha: On a Visual Secret Sharing Scheme with High Quality Decryption. TrustCom 2012: 1200-1203
i2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGaurav Pandey, Sahil Manocha, Gowtham Atluri, Vipin Kumar: Enhancing the functional content of protein interaction networks .CoRR abs/1210.6912 (2012)
2011
j68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRohit Gupta, Navneet Rao, Vipin Kumar: Discovery of error-tolerant biclusters from noisy gene expression data. BMC Bioinformatics 12(S-12): S1 (2011)
j67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVarun Mithal, Ashish Garg, Shyam Boriah, Michael Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Juan Carlos Castilla-Rubio: Monitoring global forest cover using data mining. ACM TIST 2(4): 36:1-36:24 (2011)
c150Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJaya Kawale, Stefan Liess, Arjun Kumar, Michael Steinbach, Auroop R. Ganguly, Nagiza F. Samatova, Fredrick H. M. Semazzi, Peter K. Snyder, Vipin Kumar: Data Guided Discovery of Dynamic Climate Dipoles. CIDU 2011: 30-44
c149Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVarun Mithal, Ashish Garg, Ivan Brugere, Shyam Boriah, Vipin Kumar, Michael Steinbach, Christopher Potter, Steven A. Klooster: Incorporating Natural Variation into Time Series-Based Land Cover Change Detection. CIDU 2011: 45-59
c148Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAshish Garg, Lydia Manikonda, Shashank Kumar, Vikrant Krishna, Shyam Boriah, Michael Steinbach, Durga Toshnival, Vipin Kumar, Christopher Potter, Steven A. Klooster: A Model-Free Time Series Segmentation Approach for Land Cover Change Detection. CIDU 2011: 144-158
c147Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJaya Kawale, Snigdhansu Chatterjee, Arjun Kumar, Stefan Liess, Michael Steinbach, Vipin Kumar: Anomaly Construction in Climate Data: Issues and Challenges. CIDU 2011: 189-203
c146Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYashu Chamber, Ashish Garg, Varun Mithal, Ivan Brugere, Vipin Kumar, Michael Lau, Michael Steinbach, Christopher Potter, Steven A. Klooster, Vikrant Krishna, Shyam Boriah: A Novel Time Series Based Approach to Detect Gradual Vegetation Changes in Forests. CIDU 2011: 248-262
c145Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard A. Williams, Mark Read, Jon Timmis, Paul S. Andrews, Vipin Kumar: In Silico Investigation into CD8Treg Mediated Recovery in Murine Experimental Autoimmune Encephalomyelitis. ICARIS 2011: 51-54
c144Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAshish 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: Gopher: Global observation of Planetary Health and Ecosystem Resources. IGARSS 2011: 1449-1452
c143Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuseyin Sencan, Zhengzhang Chen, William Hendrix, Tatdow Pansombut, Fredrick H. M. Semazzi, Alok N. Choudhary, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova: Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction. IJCAI 2011: 1478-1484
c142Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPer Stenström, Doug Burger, Wen-mei W. Hwu, Vipin Kumar, Kunle Olukotun, David A. Padua, Burton Smith: Panel Statement. IPDPS 2011: 877
c141Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGyörgy J. Simon, Vipin Kumar, Peter W. Li: A simple statistical model and association rule filtering for classification. KDD 2011: 823-831
c140Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Steinbach, Haoyu Yu, Gang Fang, Vipin Kumar: Using Constraints to Generate and Explore Higher Order Discriminative Patterns. PAKDD (1) 2011: 338-350
c139Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJaya Kawale, Michael Steinbach, Vipin Kumar: Discovering Dynamic Dipoles in Climate Data. SDM 2011: 107-118
i1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGang Fang, Wen Wang, Benjamin Oatley, Brian Van Ness, Michael Steinbach, Vipin Kumar: Characterizing Discriminative Patterns .CoRR abs/1102.4104 (2011)
2010
j66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGaurav Pandey, Bin Zhang, Aaron N. Chang, Chad L. Myers, Jun Zhu, Vipin Kumar, Eric E. Schadt: An Integrative Multi-Network and Multi-Classifier Approach to Predict Genetic Interactions. PLoS Computational Biology 6(9) (2010)
c138Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar: Personalized medicine - challenges and opportunities for informatics research. BCB 2010: 3-4
c137no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRohit Gupta, Smita Agrawal, Navneet Rao, Ze Tian, Rui Kuang, Vipin Kumar: Integrative Biomarker Discovery for Breast Cancer Metastasis from Gene Expression and Protein Interaction Data Using Error-tolerant Pattern Mining. BICoB 2010: 171-177
c136Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShyam Boriah, Varun Mithal, Ashish Garg, Vipin Kumar, Michael Steinbach, Christopher Potter, Steven A. Klooster: A Comparative Study Of Algorithms For Land Cover Change. CIDU 2010: 175-188
c135Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCaitlin Race, Michael Steinbach, Auroop R. Ganguly, Fredrick H. M. Semazzi, Vipin Kumar: A Knowledge Discovery Strategy for Relating Sea Surface Temperatures to Frequencies of Tropical Storms and Generating Predictions of Hurricanes Under 21st-century Global Warming Scenarios. CIDU 2010: 204-212
c134Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVarun Chandola, Shyam Boriah, Vipin Kumar: A reference based analysis framework for analyzing system call traces. CSIIRW 2010: 33
c133Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShyam Boriah, Varun Mithal, Ashish Garg, Michael Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Juan Carlos Castilla-Rubio: Automated detection of forest cover changes. IGARSS 2010: 44-47
c132Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar: Discovery of Patterns in Global Earth Science Data Using Data Mining. PAKDD (1) 2010: 2
c131Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGang Fang, Rui Kuang, Gaurav Pandey, Michael Steinbach, Chad L. Myers, Vipin Kumar: Subspace Differential Coexpression Analysis: Problem Definition and a General Approach. Pacific Symposium on Biocomputing 2010: 145-156
2009
j65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGaurav Pandey, Chad L. Myers, Vipin Kumar: Incorporating functional inter-relationships into protein function prediction algorithms. BMC Bioinformatics 10 (2009)
j64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVarun Chandola, Arindam Banerjee, Vipin Kumar: Anomaly detection: A survey. ACM Comput. Surv. 41(3): 15:1-15:58 (2009)
j63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHui Xiong, Michael Steinbach, Arifin Ruslim, Vipin Kumar: Characterizing pattern preserving clustering. Knowl. Inf. Syst. 19(3): 311-336 (2009)
c130Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGowtham Atluri, Rohit Gupta, Gang Fang, Gaurav Pandey, Michael Steinbach, Vipin Kumar: Association Analysis Techniques for Bioinformatics Problems. BICoB 2009: 1-13
c129Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGaurav Pandey, Gowtham Atluri, Gang Fang, Rohit Gupta, Michael Steinbach, Vipin Kumar: Association analysis techniques for analyzing complex biological data sets. GENSiPS 2009: 1-4
c128Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Read, Jon Timmis, Paul S. Andrews, Vipin Kumar: Using UML to Model EAE and Its Regulatory Network. ICARIS 2009: 4-6
c127Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGaurav Pandey, Gowtham Atluri, Michael Steinbach, Chad L. Myers, Vipin Kumar: An association analysis approach to biclustering. KDD 2009: 677-686
c126Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVarun Chandola, Shyam Boriah, Vipin Kumar: A Framework for Exploring Categorical Data. SDM 2009: 187-198
r4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHui Xiong, Michael Steinbach, Pang-Ning Tan, Vipin Kumar, Wenjun Zhou: Pattern Preserving Clustering. Encyclopedia of Data Warehousing and Mining 2009: 1505-1510
r3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnanth Grama, Vipin Kumar: Load Balancing for Parallel Optimization Techniques. Encyclopedia of Optimization 2009: 1905-1911
2008
j62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTaeHyun Hwang, Hugues Sicotte, Ze Tian, Baolin Wu, Jean-Pierre A. 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)
j61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXindong 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)
j60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArnold Goodman, Chandrika Kamath, Vipin Kumar: Data Analysis in the 21st Century. Statistical Analysis and Data Mining 1(1): 1-3 (2008)
j59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin 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)
c125Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGaurav Pandey, Lakshmi Naarayanan Ramakrishnan, Michael Steinbach, Vipin Kumar: Systematic Evaluation of Scaling Methods for Gene Expression Data. BIBM 2008: 376-381
c124Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVarun Chandola, Varun Mithal, Vipin Kumar: Comparative Evaluation of Anomaly Detection Techniques for Sequence Data. ICDM 2008: 743-748
c123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRohit Gupta, Gang Fang, Blayne Field, Michael Steinbach, Vipin Kumar: Quantitative evaluation of approximate frequent pattern mining algorithms. KDD 2008: 301-309
c122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGyörgy J. Simon, Vipin Kumar, Zhi-Li Zhang: Semi-supervised approach to rapid and reliable labeling of large data sets. KDD 2008: 641-649
c121Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShyam Boriah, Vipin Kumar, Michael Steinbach, Christopher Potter, Steven A. Klooster: Land cover change detection: a case study. KDD 2008: 857-865
c120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShyam Boriah, Varun Chandola, Vipin Kumar: Similarity Measures for Categorical Data: A Comparative Evaluation. SDM 2008: 243-254
2007
j58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Steinbach, Vipin Kumar: Generalizing the notion of confidence. Knowl. Inf. Syst. 12(3): 279-299 (2007)
j57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVarun Chandola, Vipin Kumar: Summarization - compressing data into an informative representation. Knowl. Inf. Syst. 12(3): 355-378 (2007)
c119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar: High Performance Data Mining - Application for Discovery of Patterns in the Global Climate System. HiPC 2007: 4
c118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJon 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
c117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGaurav 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
c116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGyörgy J. Simon, Vipin Kumar, Zhi-Li Zhang: Estimating False Negatives for Classification Problems with Cluster Structure. SDM 2007: 599-604
r2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnanth Grama, Vipin Kumar: Scalability of Parallel Programs. Handbook of Parallel Computing 2007
2006
j56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHui Xiong, Pang-Ning Tan, Vipin Kumar: Hyperclique pattern discovery. Data Min. Knowl. Discov. 13(2): 219-242 (2006)
j55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHui Xiong, Gaurav Pandey, Michael Steinbach, Vipin Kumar: Enhancing Data Analysis with Noise Removal. IEEE Trans. Knowl. Data Eng. 18(2): 304-319 (2006)
j54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHui 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)
j53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHui Xiong, Michael Steinbach, Vipin Kumar: Privacy leakage in multi-relational databases: a semi-supervised learning perspective. VLDB J. 15(4): 388-402 (2006)
c115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Shaneck, Yongdae Kim, Vipin Kumar: Privacy Preserving Nearest Neighbor Search. ICDM Workshops 2006: 541-545
c114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrasanna Kumar Desikan, Nishith Pathak, Jaideep Srivastava, Vipin Kumar: Divide and conquer approach for efficient pagerank computation. ICWE 2006: 233-240
c113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGyörgy J. Simon, Hui Xiong, Eric Eilertson, Vipin Kumar: Scan Detection: A Data Mining Approach. SDM 2006: 118-129
e18no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarina 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 .Lecture Notes in Computer Science 3980, Springer 2006, ISBN 3-540-34070-X
e17no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarina 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 .Lecture Notes in Computer Science 3981, Springer 2006, ISBN 3-540-34072-6
e16no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarina 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 .Lecture Notes in Computer Science 3982, Springer 2006, ISBN 3-540-34075-0
e15no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarina 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 .Lecture Notes in Computer Science 3983, Springer 2006, ISBN 3-540-34077-7
e14no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarina 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 .Lecture Notes in Computer Science 3984, Springer 2006, ISBN 3-540-34079-3
2005
b2no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPang-Ning Tan, Michael Steinbach, Vipin Kumar: Introduction to Data Mining .Addison-Wesley 2005, ISBN 0-321-32136-7
j52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar: Parallel and Distributed Computing for Cybersecurity. IEEE Distributed Systems Online 6(10) (2005)
j51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJieping 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)
c112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBenjamin W. Mayer, Huzefa Rangwala, Rohit Gupta, Jaideep Srivastava, George Karypis, Vipin Kumar, Piet C. de Groen: Feature Mining for Prediction of Degree of Liver Fibrosis. AMIA 2005
c111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHui Xiong, Michael Steinbach, Vipin Kumar: Privacy leakage in multi-relational databases via pattern based semi-supervised learning. CIKM 2005: 355-356
c110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVarun Chandola, Vipin Kumar: Summarization - Compressing Data into an Informative Representation. ICDM 2005: 98-105
c109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Steinbach, Vipin Kumar: Generalizing the Notion of Confidence. ICDM 2005: 402-409
c108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAleksandar Lazarevic, Vipin Kumar: Feature bagging for outlier detection. KDD 2005: 157-166
c107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHui 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
c106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrasanna Kumar Desikan, Nishith Pathak, Jaideep Srivastava, Vipin Kumar: Incremental page rank computation on evolving graphs. WWW (Special interest tracks and posters) 2005: 1094-1095
e13no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOsvaldo 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 .Lecture Notes in Computer Science 3480, Springer 2005, ISBN 3-540-25860-4
e12no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOsvaldo 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 .Lecture Notes in Computer Science 3481, Springer 2005, ISBN 3-540-25861-2
e11no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOsvaldo 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 .Lecture Notes in Computer Science 3482, Springer 2005, ISBN 3-540-25862-0
e10no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOsvaldo 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 .Lecture Notes in Computer Science 3483, Springer 2005, ISBN 3-540-25863-9
2004
j50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPang-Ning Tan, Vipin Kumar, Jaideep Srivastava: Selecting the right objective measure for association analysis. Inf. Syst. 29(4): 293-313 (2004)
c105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Steinbach, Pang-Ning Tan, Vipin Kumar: Support envelopes: a technique for exploring the structure of association patterns. KDD 2004: 296-305
c104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHui 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
c103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJieping 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
c102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Steinbach, Pang-Ning Tan, Hui Xiong, Vipin Kumar: Generalizing the notion of support. KDD 2004: 689-694
c101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHui 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: 78-89
c100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAysel Ozgur, Pang-Ning Tan, Vipin Kumar: RBA: An Integrated Framework for Regression based on Association Rules. SDM 2004: 210-221
c99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHui Xiong, Michael Steinbach, Pang-Ning Tan, Vipin Kumar: HICAP: Hierarchical Clustering with Pattern Preservation. SDM 2004: 279-290
c98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMahesh V. Joshi, Vipin Kumar: CREDOS: Classification Using Ripple Down Structure (A Case for Rare Classes). SDM 2004: 321-332
e9no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAntonio 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 .Lecture Notes in Computer Science 3043, Springer 2004, ISBN 3-540-22054-2
e8no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAntonio 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 .Lecture Notes in Computer Science 3044, Springer 2004, ISBN 3-540-22056-9
e7no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAntonio 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 .Lecture Notes in Computer Science 3045, Springer 2004, ISBN 3-540-22057-7
e6no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAntonio 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 .Lecture Notes in Computer Science 3046, Springer 2004, ISBN 3-540-22060-7
r1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Pang-Ning Tan, Michael Steinbach: Data Mining. Handbook of Data Structures and Applications 2004
2003
j49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniel 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)
c97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAleksandar Lazarevic, Ramdev Kanapady, Kumar K. Tamma, Chandrika Kamath, Vipin Kumar: Damage prediction in structural mechanics using partitioning approach. Data Mining and Knowledge Discovery: Theory, Tools, and Technology 2003: 202-210
c96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid R. Musicant, Vipin Kumar, Aysel Ozgur: Optimizing F-Measure with Support Vector Machines. FLAIRS Conference 2003: 356-360
c95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAleksandar Lazarevic, Ramdev Kanapady, Chandrika Kamath, Vipin Kumar, Kumar K. Tamma: Localized Prediction of Continuous Target Variables Using Hierarchical Clustering. ICDM 2003: 139-146
c94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHui Xiong, Pang-Ning Tan, Vipin Kumar: Mining Strong Affinity Association Patterns in Data Sets with Skewed Support Distribution. ICDM 2003: 387-394
c93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Steinbach, Pang-Ning Tan, Vipin Kumar, Steven A. Klooster, Christopher Potter: Discovery of climate indices using clustering. KDD 2003: 446-455
c92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPusheng Zhang, Yan Huang, Shashi Shekhar, Vipin Kumar: Correlation Analysis of Spatial Time Series Datasets: A Filter-and-Refine Approach. PAKDD 2003: 532-544
c91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJinmei Xu, Hui Xiong, Sam Yuan Sung, Vipin Kumar: A New Clustering Algorithm for Transaction Data via Caucus. PAKDD 2003: 551-562
c90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAleksandar Lazarevic, Levent Ertöz, Vipin Kumar, Aysel Ozgur, Jaideep Srivastava: A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection. SDM 2003: 25-36
c89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLevent Ertöz, Michael Steinbach, Vipin Kumar: Finding Clusters of Different Sizes, Shapes, and Densities in Noisy, High Dimensional Data. SDM 2003: 47-58
c88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPusheng Zhang, Yan Huang, Shashi Shekhar, Vipin Kumar: Exploiting Spatial Autocorrelation to Efficiently Process Correlation-Based Similarity Queries. SSTD 2003: 449-468
c87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLB. Uygar Oztekin, Levent Ertöz, Vipin Kumar: Usage Aware PageRank. WWW (Posters) 2003
p1no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLevent Ertöz, Michael Steinbach, Vipin Kumar: Finding Topics in Collections of Documents: A Shared Nearest Neighbor Approach. Clustering and Information Retrieval 2003: 83-104
e5no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin 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 .Lecture Notes in Computer Science 2667, Springer 2003, ISBN 3-540-40155-5
e4no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin 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 .Lecture Notes in Computer Science 2668, Springer 2003, ISBN 3-540-40161-X
e3no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin 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 .Lecture Notes in Computer Science 2669, Springer 2003, ISBN 3-540-40156-3
2002
j48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJiawei Han, Russ B. Altman, Vipin Kumar, Heikki Mannila, Daryl Pregibon: Emerging scientific applications in data mining. Commun. ACM 45(8): 54-58 (2002)
j47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKirk Schloegel, George Karypis, Vipin Kumar: Parallel static and dynamic multi-constraint graph partitioning. Concurrency and Computation: Practice and Experience 14(3): 219-240 (2002)
j46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPang-Ning Tan, Vipin Kumar: Discovery of Web Robot Sessions Based on their Navigational Patterns. Data Min. Knowl. Discov. 6(1): 9-35 (2002)
c86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Franz-Josef Pfreundt, Hans Burkhard, José M. Laginha M. Palma: Applications on High Performance Computers. Euro-Par 2002: 409
c85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPang-Ning Tan, Vipin Kumar, Jaideep Srivastava: Selecting the right interestingness measure for association patterns. KDD 2002: 32-41
c84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMahesh V. Joshi, Ramesh C. Agarwal, Vipin Kumar: Predicting rare classes: can boosting make any weak learner strong? KDD 2002: 297-306
c83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMahesh V. Joshi, Ramesh C. Agarwal, Vipin Kumar: Predicting Rare Classes: Comparing Two-Phase Rule Induction to Cost-Sensitive Boosting. PKDD 2002: 237-249
c82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Mahesh V. Joshi, Eui-Hong Han, Pang-Ning Tan, Michael Steinbach: High Performance Data Mining. VECPAR 2002: 111-125
c81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLB. Uygar Oztekin, George Karypis, Vipin Kumar: Expert agreement and content based reranking in a meta search environment using Mearf. WWW 2002: 333-344
e2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRobert 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, ISBN 978-0-89871-517-0
2001
j45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Sanjay Ranka, Vineet Singh: Guest Editors' Introduction: Special Issue on High-Performance Data Mining. J. Parallel Distrib. Comput. 61(3): 281-284 (2001)
j44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKirk 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)
c80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKirk Schloegel, George Karypis, Vipin Kumar: Graph Partitioning for Dynamic, Adaptive and Multi-phase Scientific Simulations. CLUSTER 2001: 271-273
c79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnanth Grama, Vipin Kumar, Sanjay Ranka, Vineet Singh: Architecture Independent Analysis of Parallel Programs. International Conference on Computational Science (2) 2001: 599-608
c78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMahesh V. Joshi, Vipin Kumar, Ramesh C. Agarwal: Evaluating Boosting Algorithms to Classify Rare Classes: Comparison and Improvements. ICDM 2001: 257-264
c77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPang-Ning Tan, Vipin Kumar: Mining Indirect Associations in Web Data. WEBKDD 2001: 145-166
c76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEui-Hong Han, George Karypis, Vipin Kumar: Text Categorization Using Weight Adjusted k-Nearest Neighbor Classification. PAKDD 2001: 53-65
c75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMahesh 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
e1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Robert L. Grossman: Proceedings of the First SIAM International Conference on Data Mining, SDM 2001, Chicago, IL, USA, April 5-7, 2001 .SIAM 2001, ISBN 978-0-89871-495-1
2000
j43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol 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)
j42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEui-Hong Han, George Karypis, Vipin Kumar: Scalable Parallel Data Mining for Association Rules. IEEE Trans. Knowl. Data Eng. 12(3): 377-352 (2000)
c74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWilliam Leinberger, George Karypis, Vipin Kumar: Memory Management Techniques for Gang Scheduling. Euro-Par 2000: 252-261
c73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKirk Schloegel, George Karypis, Vipin Kumar: Parallel Multilevel Algorithms for Multi-constraint Graph Partitioning (Distinguished Paper). Euro-Par 2000: 296-310
c72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWilliam Leinberger, George Karypis, Vipin Kumar: Load Balancing Across Near-Homogeneous Multi-Resource Servers. Heterogeneous Computing Workshop 2000: 60-71
c71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Kirk Schloegel, George Karypis: Graph Partitioning for Dynamic, Adaptive, and Multi-phase Computations. IPDPS Workshops 2000: 476-476
c70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHillol Kargupta, Philip Chan, Vipin Kumar, Zoran Obradovic: Distributed and parallel knowledge discovery (workshop session - title only). KDD 2000: 534
c69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPang-Ning Tan, Vipin Kumar, Jaideep Srivastava: Indirect Association: Mining Higher Order Dependencies in Data. PKDD 2000: 632-637
c68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKirk Schloegel, George Karypis, Vipin Kumar: A Unified Algorithm for Load-balancing Adaptive Scientific Simulations. SC 2000: 59
1999
j41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniel 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)
j40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Eui-Hong Han, Vipin Kumar: Chameleon: Hierarchical Clustering Using Dynamic Modeling. IEEE Computer 32(8): 68-75 (1999)
j39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnurag Srivastava, Eui-Hong Han, Vipin Kumar, Vineet Singh: Parallel Formulations of Decision-Tree Classification Algorithms. Data Min. Knowl. Discov. 3(3): 237-261 (1999)
j38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniel Boley, Maria L. Gini, Robert Gross, Eui-Hong Han, Kyle Hastings, George Karypis, Vipin Kumar, Bamshad Mobasher, Jerome Moore: Partitioning-based clustering for Web document categorization. Decision Support Systems 27(3): 329-341 (1999)
j37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWilliam Leinberger, Vipin Kumar: Information power grid: The new frontier in parallel computing? IEEE Concurrency 7(4): 75-84 (1999)
j36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Vipin Kumar: Parallel Multilevel series k-Way Partitioning Scheme for Irregular Graphs. SIAM Review 41(2): 278-300 (1999)
j35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnanth 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)
j34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Rajat Aggarwal, Vipin Kumar, Shashi Shekhar: Multilevel hypergraph partitioning: applications in VLSI domain. IEEE Trans. VLSI Syst. 7(1): 69-79 (1999)
c67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Vipin Kumar: Multilevel k-way Hypergraph Partitioning. DAC 1999: 343-348
c66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKirk Schloegel, George Karypis, Vipin Kumar: A New Algorithm for Multi-objective Graph Partitioning. Euro-Par 1999: 322-331
c65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Jaideep Srivastava: High Performance Data Mining. HiPC 1999: 177
c64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWilliam Leinberger, George Karypis, Vipin Kumar: Multi-Capacity Bin Packing Algorithms with Applications to Job Scheduling under Multiple Constraints. ICPP 1999: 404-412
c63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMahesh V. Joshi, Eui-Hong Han, George Karypis, Vipin Kumar: Efficient Parallel Algorithms for Mining Associations. Large-Scale Parallel Data Mining 1999: 83-126
c62no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMahesh V. Joshi, George Karypis, Vipin Kumar, Anshul Gupta, Fred G. Gustavson: PSPASES: An Efficient and Scalable Parallel Sparse Direct Solver. PPSC 1999
c61no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKirk Schloegel, George Karypis, Vipin Kumar: Dynamic Repartitioning of Adaptively Refined Meshes. PPSC 1999
c60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWilliam Leinberger, George Karypis, Vipin Kumar: Job Scheduling in the presence of Multiple Resource Requirements. SC 1999: 47
1998
j33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEui-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)
j32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Vipin Kumar: A Parallel Algorithm for Multilevel Graph Partitioning and Sparse Matrix Ordering. J. Parallel Distrib. Comput. 48(1): 71-95 (1998)
j31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Vipin Kumar: Multilevel k-way Partitioning Scheme for Irregular Graphs. J. Parallel Distrib. Comput. 48(1): 96-129 (1998)
j30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnanth 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)
j29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnanth Grama, Vipin Kumar, Ahmed H. Sameh: Parallel Hierarchical Solvers and Preconditioners for Boundary Element Methods. SIAM J. Scientific Computing 20(1): 337-358 (1998)
j28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Vipin Kumar: A Fast and High Quality Multilevel Scheme for Partitioning Irregular Graphs. SIAM J. Scientific Computing 20(1): 359-392 (1998)
j27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShashi 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)
c59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEui-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
c58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnurag Srivastava, Eui-Hong Han, Vipin Kumar, Vineet Singh: Parallel Formulations of Decision-Tree Classification Algorithms. ICPP 1998: 237-244
c57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMahesh V. Joshi, George Karypis, Vipin Kumar: ScalParC: A New Scalable and Efficient Parallel Classification Algorithm for Mining Large Datasets. IPPS/SPDP 1998: 573-579
c56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnshul Gupta, Mahesh V. Joshi, Vipin Kumar: WSSMP: A High-Performance Serial and Parallel Symmetric Sparse Linear Solver. PARA 1998: 182-194
c55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Vipin Kumar: Multilevel Algorithms for Multi-Constraint Graph Partitioning. SC 1998: 28
c54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKirk Schloegel, George Karypis, Vipin Kumar: Dynamic Repartitioning of Adaptively Refined Meshes. SC 1998: 29
c53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKirk Schloegel, George Karypis, Vipin Kumar: Load Balancing of Dynamic and Adaptive Mesh-Based Computations. SRDS 1998: 311
1997
j26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKirk Schloegel, George Karypis, Vipin Kumar: Multilevel Diffusion Schemes for Repartitioning of Adaptive Meshes. J. Parallel Distrib. Comput. 47(2): 109-124 (1997)
j25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnshul Gupta, George Karypis, Vipin Kumar: Highly Scalable Parallel Algorithms for Sparse Matrix Factorization. IEEE Trans. Parallel Distrib. Syst. 8(5): 502-520 (1997)
c52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Rajat Aggarwal, Vipin Kumar, Shashi Shekhar: Multilevel Hypergraph Partitioning: Application in VLSI Domain. DAC 1997: 526-529
c51no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEui-Hong Han, George Karypis, Vipin Kumar, Bamshad Mobasher: Clustering Based On Association Rule Hypergraphs. DMKD 1997: 0-
c50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKirk Schloegel, George Karypis, Vipin Kumar: Repartitioning of Adaptive Meshes: Experiments with Multilevel Diffusion. Euro-Par 1997: 945-949
c49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMahesh V. Joshi, Anshul Gupta, George Karypis, Vipin Kumar: A high performance two dimensional scalable parallel algorithm for solving sparse triangular systems. HiPC 1997: 137-143
c48no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnshul 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
c47no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Vipin Kumar: A Coarse-Grain Parallel Formulation of Multilevel k-way Graph Partitioning Algorithm. PPSC 1997
c46no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, George Karypis, Ananth Grama: Role of Message-Passing in Performance Oriented Parallel Programming. PPSC 1997
c45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Vipin Kumar: Parallel Threshold-based ILU Factorization. SC 1997: 28
c44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEui-Hong Han, George Karypis, Vipin Kumar: Scalable Parallel Data Mining for Association Rules. SIGMOD Conference 1997: 277-288
1996
j24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShashi 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)
c43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Vipin Kumar: Parallel Multilevel Graph Partitioning. IPPS 1996: 314-319
c42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnanth Grama, Vipin Kumar, Ahmed H. Sameh: Parallel Hierarchical Solvers and Preconditioners for Boundary Element Methods. SC 1996: 34
c41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Vipin Kumar: Parallel Multilevel k-way Partitioning Scheme for Irregular Graphs. SC 1996: 35
1995
j23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnanth Grama, Vipin Kumar: Parallel Search Algorithms for Discrete Optimization Problems. INFORMS Journal on Computing 7(4): 365-385 (1995)
j22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnshul 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)
c40no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Vipin Kumar: Multilevel Graph Partitioning Schemes. ICPP (3) 1995: 113-122
c39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniel 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
c38no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Anshul Gupta, Vipin Kumar: A Highly Parallel Interior Point Algorithm. PPSC 1995: 110-112
c37no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnanth Grama, Vipin Kumar, Ahmed H. Sameh: N-Body Simulations Using Message Passsing Parallel Computers. PPSC 1995: 355-360
c36no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnshul Gupta, Vipin Kumar: Optimally Scalable Parallel Sparse Cholesky Factorization. PPSC 1995: 442-447
c35no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar: Position Paper. PPSC 1995: 870-871
c34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Vipin Kumar: Analysis of Multilevel Graph Partitioning. SC 1995: 29
c33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnshul Gupta, Vipin Kumar: Parallel Algorithms for Forward and Back Substitution in Direct Solution of Sparse Linear Systems. SC 1995: 74
c32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnanth Grama, Vipin Kumar, Ahmed H. Sameh: Parallel Matrix-Vector Product Using Approximate Hierarchical Methods. SC 1995: 75
c31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShashi Shekhar, Sivakumar Ravada, Vipin Kumar, Douglas Chubb, Greg Turner: Load Balancing in High Performance GIS: Declustering Polygonal Maps. SSD 1995: 196-215
1994
b1no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Ananth Grama, Anshul Gupta, George Karypis: Introduction to Parallel Computing. Benjamin/Cummings 1994, ISBN 0-8053-3170-0
j21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Ananth Grama, Nageshwara Rao Vempaty: Scalable Load Balancing Techniques for Parallel Computers. J. Parallel Distrib. Comput. 22(1): 60-79 (1994)
j20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Vipin Kumar: Unstructured Tree Search on SIMD Parallel Computers. IEEE Trans. Parallel Distrib. Syst. 5(10): 1057-1072 (1994)
j19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin 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)
c30no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Anshul Gupta, Vipin Kumar: Experiences with a Parallel Formulation of an Interior Point Algorithm. Parallel Processing of Discrete Optimization Problems 1994: 163-180
c29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTom Nurkkala, Vipin Kumar: A Parallel Parsing Algorithm for Natural Language using Tree Adjoining Grammar. IPPS 1994: 820-828
c28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Anshul Gupta, Vipin Kumar: A parallel formulation of interior point algorithms. SC 1994: 204-213
c27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnanth Grama, Vipin Kumar, Ahmed H. Sameh: Scalable parallel formulations of the Barnes-Hut method for n-body simulations. SC 1994: 439-448
c26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnshul Gupta, Vipin Kumar: A scalable parallel algorithm for sparse Cholesky factorization. SC 1994: 793-802
1993
j18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnanth Grama, Anshul Gupta, Vipin Kumar: Isoefficiency: measuring the scalability of parallel algorithms and architectures. IEEE P&DT 1(3): 12-21 (1993)
j17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnshul Gupta, Vipin Kumar: Performance Properties of Large Scale Parallel Systems. J. Parallel Distrib. Comput. 19(3): 234-244 (1993)
j16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLV. Nageshwara Rao, Vipin Kumar: On the Efficiency of Parallel Backtracking. IEEE Trans. Parallel Distrib. Syst. 4(4): 427-437 (1993)
j15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnshul Gupta, Vipin Kumar: The Scalability of FFT on Parallel Computers. IEEE Trans. Parallel Distrib. Syst. 4(8): 922-932 (1993)
c25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnshul Gupta, Vipin Kumar: Scalability of Parallel Algorithms for Matrix Multiplication. ICPP (3) 1993: 115-123
c24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniel J. Challou, Maria L. Gini, Vipin Kumar: Parallel Search Algorithms for Robot Motion Planning. ICRA (2) 1993: 46-51
c23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Vipin Kumar: Efficient Parallel Mappings of a Dynamic Programming Algorithm: A Summary of Results. IPPS 1993: 563-568
c22no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnshul Gupta, Vipin Kumar, Ahmed H. Sameh: Performance and Scalability of Preconditioned Conjugate Gradient Methods on the CM-5. PPSC 1993: 664-674
1992
j14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar: Algorithms for Constraint-Satisfaction Problems: A Survey. AI Magazine 13(1): 32-44 (1992)
c21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnanth Grama, Vipin Kumar: Scalability Analysis of Partitioning Strategies for Finite Element Graphs: A Summary of Results. SC 1992: 83-92
c20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeorge Karypis, Vipin Kumar: Unstructured Tree Search on SIMD Parallel Computers: A Summary of Results. SC 1992: 453-462
1991
j13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVineet Singh, Vipin Kumar, Gul Agha, Chris Tomlinson: Efficient algorithms for parallel sorting on mesh multicomputers. International Journal of Parallel Programming 20(2): 95-131 (1991)
j12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar: A general heuristic bottom-up procedure for searching and/or graphs. Inf. Sci. 56(1-3): 39-57 (1991)
j11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYow-Jian Lin, Vipin Kumar: AND-Parallel Execution of Logic Programs on a Shared-Memory Multiprocessor. J. Log. Program. 10(2): 155-178 (1991)
j10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Vineet Singh: Scalability of Parallel Algorithms for the All-Pairs Shortest-Path Problem. J. Parallel Distrib. Comput. 13(2): 124-138 (1991)
j9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSunil Arvindam, Vipin Kumar, V. Nageshwara Rao, Vineet Singh: Automatic test pattern generation on parallel processors. Parallel Computing 17(12): 1323-1342 (1991)
c19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNageshwara Rao Vempaty, Vipin Kumar, Richard E. Korf: Depth-First Versus Best-First Search. AAAI 1991: 434-440
c18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Anshul Gupta: Analysis of scalability of parallel algorithms and architectures: a survey. ICS 1991: 396-405
c17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVineet Singh, Vipin Kumar, Gul Agha, Chris Tomlinson: Scalability of Parallel Sorting on Mesh Multicomputers. IPPS 1991: 92-101
1990
c16no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Vineet Singh: Scalability of Parallel Algorithms for the All-Pairs Shortest Path Problem: A Summary of Results. ICPP (3) 1990: 136-140
1989
c15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSunil Arvindam, Vipin Kumar, V. Nageshwara Rao, Vineet Singh: Automatic Test Pattern Generation on Multiprocessors: A Summary of Results. KBCS 1989: 41-51
1988
j8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Yow-Jian Lin: A Data-Dependency-Based Intelligent Backtracking Scheme for Prolog. J. Log. Program. 5(2): 165-181 (1988)
j7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLV. Nageshwara Rao, Vipin Kumar: Concurrent Access of Priority Queues. IEEE Trans. Computers 37(12): 1657-1665 (1988)
c14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, K. Ramesh, V. Nageshwara Rao: Parallel Best-First Search of State-Space Graphs: A Summary of Results. AAAI 1988: 122-127
c13no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYow-Jian Lin, Vipin Kumar: Performance of And-Paralle Execution of Logic Programs on a Shared-Memory Multiprocessor. FGCS 1988: 851-860
c12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLV. Nageshwara Rao, Vipin Kumar: Superlinear Speedup in Parallel State-Space Search. FSTTCS 1988: 161-174
c11no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYow-Jian Lin, Vipin Kumar: AND-Parallel Execution of Logic Programs on a Shared Memory Multiprocessor: A Summary of Results. ICLP/SLP 1988: 1123-1141
1987
j6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLV. Nageshwara Rao, Vipin Kumar: Parallel depth first search. Part I. Implementation. International Journal of Parallel Programming 16(6): 479-499 (1987)
j5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, V. Nageshwara Rao: Parallel depth first search. Part II. Analysis. International Journal of Parallel Programming 16(6): 501-519 (1987)
c10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLV. Nageshwara Rao, Vipin Kumar, K. Ramesh: A Parallel Implementation of Iterative-Deepening-A*. AAAI 1987: 178-182
c9no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Yow-Jian Lin: An Intelligent Backtracking Scheme for Prolog. SLP 1987: 406-414
1986
c8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Yow-Jian Lin: A Framework for Intelligent Backtracking in Logic Programs. FSTTCS 1986: 108-123
c7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYow-Jian Lin, Vipin Kumar, Clement H. C. Leung: An Intelligent Backtracking Algorithm for Parallel Execution of Logic Programs. ICLP 1986: 55-68
c6no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Yow-Jian Lin: A Parallel Execution Scheme for Exploiting and Parallelism of Logic Programs. ICPP 1986: 972-975
1984
j4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDana 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)
j3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Laveen N. Kanal: Parallel Branch-and-Bound Formulations for AND/OR Tree Search. IEEE Trans. Pattern Anal. Mach. Intell. 6(6): 768-778 (1984)
c5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar: A General Bottom-up Procedure for Searching And/Or Graphs. AAAI 1984: 182-187
c4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar: Integrating knowledge in problem solving search procedures. ACM Conference on Computer Science 1984: 5-10
1983
j2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin 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)
c3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVipin Kumar, Laveen N. Kanal: The Composite Decision Process: A Unifying Formulation for Heuristic Search, Dynamic Programming and Branch & Bound Procedures. AAAI 1983: 220-224
1982
c2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDana S. Nau, Vipin Kumar, Laveen N. Kanal: A General Paradigm for A.I. Search Procedures. AAAI 1982: 120-123
1981
c1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLaveen N. Kanal, Vipin Kumar: Branch & Bound Formulation for Sequential and Parallel Game Tree Searching: Preliminary Results. IJCAI 1981: 569-571
1979
j1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMartin Huits, Vipin Kumar: The Practical Significance of Distributive Partitioning Sort. Inf. Process. Lett. 8(4): 168-169 (1979)

Coauthor Index

1Naoki Abe[j85]
2Teji Abraham[c163] [c144]
3Ramesh C. Agarwal[c84] [c83] [c78] [c75]
4Charu C. Aggarwal[c192]
5Rajat Aggarwal[j34] [c52]
6Gul A. Agha
Gul Agha
[j13] [c17]
7Smita Agrawal[c137]
8Russ B. Altman[j48]
9Minesh B. Amin[j19]
10Paul S. Andrews[j74] [j73] [c155] [c145] [c128]
11Michael P. Angus[c208] [c194] [c172]
12Chidanand Apté
Chid Apté
[j85]
13Sunil Arvindam[j9] [c15]
14Gowtham Atluri[j88] [i3] [c183] [c167] [c160] [i2] [c130] [c129] [c127]
15Arindam Banerjee[r5] [c209] [i3] [j80] [c173] [j69] [j64]
16Gagan Bansal[c184]
17Gonzalo A. Bello[c208] [c194]
18George Biros[i5]
19Mace Blank[p2] [c165]
20Daniel Boley[j41] [j38] [c59] [c39]
21Shyam Boriah[c185] [c180] [c170] [c169] [p2] [c168] [c166] [c165] [c164] [c163] [c159] [j67] [c149] [c148] [c146] [c144] [c136] [c134] [c133] [c126] [c121] [c120]
22Ivan Brugere[c159] [c149] [c146] [c144]
23Hans-Joachim Bungartz[i5]
24Doug Burger[c142]
25Hans Burkhard[c86]
26James A. Butler[j74]
27Longbing Cao[j81]
28Kimberly Carlson[c207]
29Juan Carlos Castilla-Rubio[c163] [j67] [c144] [c133]
30Daniel J. Challou[j49] [c39] [c24]
31Yashu Chamber[c168] [c163] [c146] [c144]
32Philip Chan[c70]
33Varun Chandola[r5] [j79] [j69] [c134] [j64] [c126] [c124] [c120] [j57] [c118] [c110]
34Aaron N. Chang[j66]
35Snigdhansu Chatterjee[c205] [c174] [c170] [c156] [c154] [c147]
36Soumyadeep Chatterjee[c209]
37Vijay Chaudhari[c144]
38Mandar S. Chaudhary[c208]
39Himadri Chauhan[c177]
40Xi C. Chen[c206] [c205] [c196] [c195] [c184] [c170] [p2] [c163]
41Zhengzhang Chen[c193] [c171] [c158] [c143]
42Chirag Chetan[c151]
43Rada Chirkova[c182]
44Albert Cho[c144]
45Hyunseung Choo[e18] [e17] [e16] [e15] [e14]
46Alok N. Choudhary[c182] [c171] [c161] [c143]
47Douglas Chubb[j27] [j24] [c31]
48Jacob Cooner[c179]
49James Corones[i5]
50Evin Cramer[i5]
51James Crowley[i5]
52Debasish Das[c156]
53Dhara Desai[c208]
54Prasanna Kumar Desikan[c114] [c106]
55Sanjoy Dey[j87] [c203] [c201] [p3] [c187] [c181] [c179] [c167] [c160]
56Chris H. Q. Ding[c107]
57P. Murali Doraiswamy
Murali Doraiswamy
[c208] [c182]
58Marc Dunham[c144]
59Harish Dureja[j72]
60Eric Eilertson[c118] [c113]
61Levent Ertöz[c118] [c90] [c89] [c87] [p1]
62James H. Faghmous[c205] [i3] [j82] [c196] [c195] [j80] [c188] [c180] [c174] [p2] [c168] [c164]
63Joanna Fakhoury[c179]
64Gang Fang[j83] [j70] [c160] [c140] [i1] [c131] [c130] [c129] [c123]
65Blayne Field[c123]
66Auroop R. Ganguly[i3] [j80] [j71] [c162] [c156] [c150] [c135]
67Ashish Garg 0001[j67] [c149] [c148] [c146] [c144] [c136] [c133]
68Tushar Garg[c117]
69Marina L. Gavrilova[e18] [e17] [e16] [e15] [e14] [e13] [e12] [e11] [e10] [e9] [e8] [e7] [e6] [e5] [e4] [e3]
70James Gerber[c207]
71Björn-Ole Gerckens[j74]
72Osvaldo Gervasi[e18] [e17] [e16] [e15] [e14] [e13] [e12] [e11] [e10] [e9] [e8] [e7] [e6]
73Omar Ghattas[i5]
74Joydeep Ghosh[j61] [j43]
75Maria L. Gini[j49] [j41] [j38] [c59] [c39] [c24]
76Doel L. Gonzalez
Doel L. Gonzalez II
[c208] [c172] [c158]
77Arnold Goodman[j60]
78Ananth Grama[j77] [r3] [r2] [c79] [j35] [j30] [j29] [c46] [c42] [j23] [c37] [c32] [b1] [j21] [c27] [j18] [c21]
79Richard B. Greaves[j74] [j73] [c155]
80Piet C. de Groen[c112]
81Robert Gross[j41] [j38] [c59]
82Robert L. Grossman[e2] [e1]
83Max Gunzburger[i5]
84Anshul Gupta[c62] [c56] [j25] [c49] [c48] [j22] [c38] [c36] [c33] [b1] [c30] [c28] [c26] [j18] [j17] [j15] [c25] [c22] [c18]
85Manish Gupta[j70]
86Rohit Gupta 0003[p3] [j68] [c137] [c130] [c129] [c123] [c117] [c112]
87Fred G. Gustavson[c62] [c48]
88Eui-Hong Han[c82] [c76] [j42] [j41] [j40] [j39] [j38] [c63] [j33] [c59] [c58] [c51] [c44]
89Jiawei Han[j48] [e2]
90David J. Hand[j61]
91Andrew Hangsleben[c201] [c187]
92Michael Hanke[i5]
93Steve Harenberg[c208] [c182]
94Jitendra K. Harlalka[c194] [c182]
95Robert J. Harrison[i5]
96Kyle Hastings[j41] [j38] [c59]
97Katherine Hauwiller[c203] [c187]
98Xiaofeng He[c107]
99William Hendrix[c182] [c143]
100Michael A. Heroux[i5]
101Jan Hesthaven[i5]
102Alexander Hoff[i4]
103Stephen R. Holbrook[c107]
104Yan Huang 0002[c101] [c92] [c88]
105Martin Huits[j1]
106TaeHyun Hwang[j62]
107Wen-mei W. Hwu[c142]
108Ravi Janardan[j51] [c103]
109John Jenkins[c171]
110Xiaowei Jia[c207] [c206]
111Guofei Jiang[c193]
112Peter K. Jimack[i5]
113Chris Johnson[i5]
114Nicholas Johnson[j83]
115Steven G. Johnson[c202]
116Kirk E. Jordan[i5]
117Mahesh V. Joshi[c98] [c84] [c83] [c82] [c78] [c75] [c63] [c62] [c57] [c56] [c49] [c48]
118Chandrika Kamath[j60] [c97] [c95]
119Karthik Kambatla[j77]
120Laveen N. Kanal[j4] [j3] [j2] [c3] [c2] [c1]
121Ramdev Kanapady[c97] [c95]
122Nikos Karampatziakis[c184]
123Hillol Kargupta[j43] [c70]
124Anuj Karpatne[c206] [i3] [c200] [c197] [c191] [c185] [p2] [c165] [c163]
125George Karypis[c112] [j49] [j47] [c81] [j44] [c80] [c76] [j42] [c74] [c73] [c72] [c71] [c68] [j41] [j40] [j38] [j36] [j34] [c67] [c66] [c64] [c63] [c62] [c61] [c60] [j33] [j32] [j31] [j28] [c59] [c57] [c55] [c54] [c53] [j26] [j25] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c41] [c40] [c38] [c34] [b1] [j20] [c30] [c28] [c23] [c20]
126Jaya Kawale[j71] [p2] [c162] [c154] [c150] [c147] [c139]
127David E. Keyes[i5]
128Ankush Khandelwal[c207] [c199] [c195] [c191] [c185] [c169] [p2]
129Jinoh Kim[c118]
130Seonho Kim[c118]
131Yongdae Kim[c115]
132Steven A. Klooster[c166] [c163] [j67] [c149] [c148] [c146] [c144] [c136] [c133] [c121] [c93]
133Jean-Pierre A. Kocher[j62]
134Giorgios Kollias[j77]
135Richard E. Korf[c19]
136Rolf H. Krause[i5]
137Vikrant Krishna[c148] [c146] [c144]
138Sairam Krishnamurthy[c144]
139Rui Kuang[j83] [c137] [c131] [j62]
140Arjun Kumar[j71] [c150] [c147]
141Prabhat Kumar[c161]
142Shashank Kumar[c148]
143Sushil Kumar[j90] [j84] [c176] [c175]
144Vinesh Kumar[j89]
145Antonio Laganà[e18] [e17] [e16] [e15] [e14] [e13] [e12] [e11] [e10] [e9] [e8] [e7] [e6]
146Sriram Lakshminarasimhan[c161]
147Upmanu Lall[c162]
148Sean Landman[j78] [c160]
149Michael Lau[c165] [c163] [c146]
150Aleksandar Lazarevic[c108] [c97] [c95] [c90]
151Matthew Le[c188] [c180] [c174]
152Pierre L'Ecuyer[e5] [e4] [e3]
153Heow Pueh Lee[e13] [e12] [e11] [e10]
154William Leinberger[c74] [c72] [j37] [c64] [c60]
155Clement H. C. Leung[c7]
156Peter W. Li[c141]
157Qi Li[j51] [c103]
158Wei-keng Liao[c161]
159Stefan Liess[c209] [j71] [p2] [c168] [c164] [c162] [c154] [c150] [c147]
160Kelvin O. Lim[j88] [c183] [c167]
161Yow-Jian Lin[j11] [j8] [c13] [c11] [c9] [c8] [c7] [c6]
162Bing Liu 0001[j61]
163Xiaobin Ma[c101]
164Angus W. MacDonald III[j88] [c183] [c167]
165Abeer Madbouly[c186] [c178]
166Martin Maiers[c157]
167Lydia Manikonda[c148]
168Heikki Mannila[j48] [e2]
169Sahil Manocha[i2]
170Ivan Marsic[c193]
171Benjamin W. Mayer[c112]
172Stefan Mayer[i5]
173Maribet C. McCarty[c201]
174Lois C. McInnes
Lois Curfman McInnes
[i5]
175Geoffrey J. McLachlan[j61]
176Anatoli V. Melechko[c171] [c158] [c143]
177Igor Melnyk[c173]
178Michel dos Santos Mesquita[c168] [c164]
179Juan Meza[i5]
180Sonajharia Minz[j89] [j86] [c190] [c189] [j76] [j75] [c152]
181Varun Mithal[c199] [j79] [c180] [c169] [p2] [c166] [c164] [c163] [j67] [c149] [c146] [c144] [c136] [c133] [c124]
182Bamshad Mobasher[j41] [j38] [j33] [c59] [c51]
183Karen A. Monsen[j87]
184Jerome Moore[j41] [j38] [c59]
185Knut Martin Mørken[i5]
186Hiroshi Motoda[j61]
187Rajeev Motwani[e2]
188Abdullah Mueen[c184]
189Youngsong Mun[e18] [e17] [e16] [e15] [e14] [e13] [e12] [e11] [e10] [e9] [e8] [e7] [e6]
190David R. Musicant[c96]
191Chad L. Myers[j66] [c131] [j65] [c127]
192Vijay K. Narayanan[c184]
193Dana S. Nau[j4] [c2]
194Brian Van Ness[i1]
195Angus F. M. Ng[j61]
196Hung Nguyen[c188]
197Tom Nurkkala[c29]
198Benjamin Oatley[i1]
199Zoran Obradovic[c156] [j43] [c70]
200Michael P. O'Brien[c182]
201Zachary O'Connor[c166]
202J. Tinsley Oden[i5]
203Aparajita Ojha[c151]
204Catherine H. Olson[j87]
205Kunle Olukotun[c142]
206Dominick Ormsby[c154]
207Aysel Ozgur[c100] [c96] [c90]
208B. Uygar Oztekin[c87] [c81]
209Kanchana Padmanabhan[c182] [c172]
210David A. Padua[c142]
211José M. Laginha M. Palma[c86]
212Gaurav Pandey[j70] [i2] [j66] [c131] [j65] [c130] [c129] [c127] [c125] [c117] [j55]
213Tatdow Pansombut[c158] [c143]
214Haesun Park[j51] [c103]
215Nishith Pathak[c114] [c106]
216Vanja Paunic[c186] [c178] [c160] [c157]
217Navya Pedemane[c194]
218Saurabh V. Pendse[c172] [c153]
219Linda R. Petzold[i5]
220Franz-Josef Pfreundt[c86]
221Emmanuel S. Pilli[c177]
222Christopher Potter[c166] [c163] [j67] [c149] [c148] [c146] [c144] [c136] [c133] [c121] [c93]
223Daryl Pregibon[j48]
224Lisiane Pruinelli[i4] [c201] [c198] [c187]
225Sumit Pundir[c177]
226J. Ross Quinlan[j61]
227Caitlin Race[c135]
228Padma Raghavan[i5]
229Lakshmi Naarayanan Ramakrishnan[c125]
230K. Ramesh[c14] [c10]
231Huzefa Rangwala[c112]
232Sanjay Ranka[j45] [c79]
233Stephen Ranshous[c182]
234Jinfeng Rao[c171]
235Navneet Rao[j68] [c137]
236V. Nageshwara Rao[j16] [j9] [c15] [j7] [c14] [c12] [j6] [j5] [c10]
237Sivakumar Ravada[j27] [j24] [c31]
238Mark Read[j74] [j73] [c155] [c145] [c128]
239Ulrich Rüde[i5]
240Arifin Ruslim[j63]
241Nagiza F. Samatova[c208] [i3] [c194] [j80] [c182] [j71] [c172] [c171] [c161] [c158] [c153] [c150] [c143]
242Ahmed H. Sameh[j30] [j29] [c42] [j22] [c37] [c32] [c27] [c22]
243Eric E. Schadt[j66]
244Eric R. Schendel[c182]
245Kevin Schiroo[c201]
246Kirk Schloegel[j47] [j44] [c80] [c73] [c71] [c68] [c66] [c61] [c54] [c53] [j26] [c50]
247Ramona G. Seay[c182]
248Fredrick H. M. Semazzi[c208] [c194] [j71] [c172] [c171] [c158] [c153] [c150] [c143] [c135]
249Huseyin Sencan[c143]
250Mark Shaneck[c115]
251Vikas Sharma[j72]
252Shashi Shekhar[j85] [i3] [j82] [j80] [j54] [c104] [c101] [c92] [c88] [j34] [j27] [c52] [j24] [c31] [j19]
253Sichao Shi[c205]
254Suzanne M. Shontz[i5]
255Hugues Sicotte[j62]
256György J. Simon[i6] [i4] [c203] [c202] [c201] [c198] [c187] [c181] [c179] [c141] [c122] [c118] [c116] [c113]
257Vineet Singh[j45] [c79] [j39] [c58] [j13] [j10] [j9] [c17] [c16] [c15]
258Burton Smith[c142]
259Peter K. Snyder[j71] [c150]
260Stuart M. Speedie[c202]
261Shashank Srinivas[c172]
262Anurag Srivastava[j39] [c58]
263Jaideep Srivastava[c192] [c173] [c114] [c112] [c106] [j50] [c90] [c85] [c69] [c65]
264J. D. Stanley[c163] [c144]
265Michael Steinbach[i6] [i4] [i3] [c203] [c201] [c198] [p3] [j80] [j78] [c187] [c186] [c183] [c181] [j71] [c179] [c178] [c173] [p2] [j70] [c167] [c165] [c163] [c160] [c157] [j67] [c150] [c149] [c148] [c147] [c146] [c144] [c140] [c139] [i1] [c136] [c135] [c133] [c131] [j63] [c130] [c129] [c127] [r4] [j61] [c125] [c123] [c121] [j58] [c117] [j55] [j53] [b2] [c111] [c109] [c105] [c102] [c99] [r1] [c93] [c89] [p1] [c82]
266Dan Steinberg[j61]
267Karsten Steinhaeuser[c170] [c169] [p2] [c166] [c165] [c163] [c159] [c154]
268Per Stenström[c142]
269Hans De Sterck[i5]
270Luke Styles[c180] [p2] [c164]
271Karthik Subbian[c192]
272Sam Yuan Sung[c91]
273Kumar K. Tamma[c97] [c95]
274Chih Jeng Kenneth Tan[e18] [e17] [e16] [e15] [e14] [e13] [e12] [e11] [e10] [e9] [e8] [e7] [e6] [e5] [e4] [e3]
275Pang-Ning Tan[r4] [j56] [j54] [b2] [j50] [c105] [c104] [c102] [c100] [c99] [r1] [c94] [c93] [j46] [c85] [c82] [c77] [c69]
276David Taniar[e18] [e17] [e16] [e15] [e14] [e13] [e12] [e11] [e10]
277Vinesh Teotia[c190]
278Isaac K. Tetteh[c172] [c158] [c153]
279Ze Tian[c137] [j62]
280Jonathan Timmis
Jon Timmis
[j74] [j73] [c155] [c145] [c128]
281Chris Tomlinson[j13] [c17]
282Durga Toshnival[c148]
283Anne E. Trefethen[i5]
284Mitch Tuinstra[j85]
285Greg Turner[j27] [j24] [c31]
286Peter R. Turner[i5]
287Muhammed Uluyol[c180] [c174]
288Sruthi Vangala[c144]
289Ranga Raju Vatsavai[j85]
290Nageshwara Rao Vempaty[j21] [c19]
291Frode Vikebø[c168] [c164]
292Andrea Villanes[c172]
293Vladimir Voevodin[i5]
294Qiaojun Wang[c193]
295Wen Wang[j70] [c160] [i1]
296Jeremy Weed[c179]
297Jon B. Weissman[c118]
298Paul West[c207]
299Bonnie L. Westra[j87] [i4] [c203] [c202] [c201] [c198] [c187] [c181] [c179]
300Connie White-Delaney
Connie Delaney
[c203] [c201] [c198] [c187]
301Dennis A. Wigle[j62]
302Karen Willcox[i5]
303Richard A. Williams[j73] [c145]
304Barbara I. Wohlmuth[i5]
305Carol S. Woodward[i5]
306Baolin Wu[j62]
307Xindong Wu[j61]
308Yiqun Xie[j85]
309Hui Xiong[j63] [r4] [j56] [j55] [j54] [j53] [c113] [j51] [c111] [c107] [c104] [c103] [c102] [c101] [c99] [c94] [c91]
310Jinmei Xu[c91]
311Pranjul Yadav[i6] [i4] [c203] [c201] [c198] [c187] [c173]
312Qiang Yang 0001[j61]
313Yuanshun Yao[c205]
314Jieping Ye[j51] [c103]
315Jin Soung Yoo[c101]
316Haoyu Yu[j78] [c140]
317Philip S. Yu[j81] [j61]
318Bin Zhang 0002[j66]
319Huanan Zhang[j83]
320Jie Zhang[c193]
321Kai Zhang[c193]
322Pusheng Zhang[c92] [c88]
323Ya Zhang[c107]
324Zhi-Li Zhang[c122] [c116]
325Wenjun Zhou[r4]
326Zhi-Hua Zhou[j61]
327Jun Zhu[j66]

 

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