Vipin Kumar

Vipin Kumar, Aparajita Ojha, Chirag Chetan, 2012, 2012 IEEE 11th International Conference on Trust, Security and Privacy in Computing and Communications.

Quantifying the Effect of Data Quality on the Correctness of an eMeasure

Steven G. Johnson, Bonnie L. Westra, Vipin Kumar, 2016, AMIA.

Ensemble Learning Methods for Binary Classification with Multi-modality within the Classes

Anuj Karpatne, Vipin Kumar, Ankush Khandelwal, 2015, SDM.

Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping

Vipin Kumar, Karsten Steinhaeuser, Ankush Khandelwal, 2013, SDM.

A general heuristic bottom-up procedure for searching and/or graphs

Vipin Kumar, Vipin Kumar, 1991, Inf. Sci..

IDR/QR: an incremental dimension reduction algorithm via QR decomposition

Hui Xiong, Jieping Ye, Vipin Kumar, 2004, IEEE Transactions on Knowledge and Data Engineering.

Branch & Bound Formulation for Sequential and Parallel Game Tree Searching: Preliminary Results

Vipin Kumar, Laveen N. Kanal, 1981, IJCAI.

Preface to the Third IEEE ICDM Workshop on Knowledge Discovery from Climate Data

Nitesh V. Chawla, Vipin Kumar, Zoran Obradovic, 2011, IEEE ICDM 2011.

The Practical Significance of Distributive Partitioning Sort

Vipin Kumar, Martin Huits, Vipin Kumar, 1979, Inf. Process. Lett..

Optimally Scalable Parallel Sparse Cholesky Factorization

Vipin Kumar, Anshul Gupta, 1995, PPSC.

Parallel Hierarchical Solvers and Preconditioners for Boundary Element Methods

Vipin Kumar, Ananth Grama, Ahmed H. Sameh, 1996, Proceedings of the 1996 ACM/IEEE Conference on Supercomputing.

Toward Data-driven, Semi-automatic Inference of Phenomenological Physical Models: Application to Eastern Sahel Rainfall

Nagiza F. Samatova, Vipin Kumar, Saurabh V. Pendse, 2012, SDM.

Spatio-Temporal Data Mining

Anuj Karpatne, Vipin Kumar, Gowtham Atluri, 2017, ACM Comput. Surv..

Prediction of replication sites in Saccharomyces cerevisiae genome using DNA segment properties: Multi-view ensemble learning (MEL) approach

Vipin Kumar, Vinod Kumar Singh, Annangarachari Krishnamachari, 2018, Biosyst..

Load Balancing in High Performance GIS: Declustering Polygonal Maps

Shashi Shekhar, Vipin Kumar, Sivakumar Ravada, 1995, SSD.

A Unified Algorithm for Load-balancing Adaptive Scientific Simulations

Vipin Kumar, George Karypis, Kirk Schloegel, 2000, ACM/IEEE SC 2000 Conference (SC'00).

Spanning-Tree-Based Position-Based Routing in WSNs

Vipin Kumar, Sushil Kumar, 2013, ICACNI.

Data Mining

Vipin Kumar, Pang-Ning Tan, Michael S. Steinbach, 2004, Handbook of Data Structures and Applications.

AND-Parallel Execution of Logic Programs on a Shared-Memory Multiprocessor

Vipin Kumar, Yow-Jian Lin, Vipin Kumar, 1988, J. Log. Program..

Multiple Hypothesis Object Tracking For Unsupervised Self-Learning: An Ocean Eddy Tracking Application

Vipin Kumar, James H. Faghmous, Shyam Boriah, 2013, AAAI.

Performance and Scalability of Preconditioned Conjugate Gradient Methods on Parallel Computers

Vipin Kumar, Ahmed H. Sameh, Anshul Gupta, 1995, IEEE Trans. Parallel Distributed Syst..

Using UML to Model EAE and Its Regulatory Network

Jonathan Timmis, Vipin Kumar, Paul S. Andrews, 2009, ICARIS.

RAPT: Rare Class Prediction in Absence of True Labels

Vipin Kumar, Ramakrishna R. Nemani, Ankush Khandelwal, 2017, IEEE Transactions on Knowledge and Data Engineering.

Summarization – compressing data into an informative representation

Vipin Kumar, Varun Chandola, 2006, Knowledge and Information Systems.

Importance of vegetation type in forest cover estimation

Michael Lau, Anuj Karpatne, Vipin Kumar, 2012, 2012 Conference on Intelligent Data Understanding.

Parallel formulations of decision-tree classification algorithms

Vipin Kumar, Eui-Hong Han, Vineet Singh, 1998, Proceedings. 1998 International Conference on Parallel Processing (Cat. No.98EX205).

Evaluating boosting algorithms to classify rare classes: comparison and improvements

Vipin Kumar, Ramesh C. Agarwal, Mahesh V. Joshi, 2001, Proceedings 2001 IEEE International Conference on Data Mining.

In silico investigation of novel biological pathways: The role of CD200 in regulation of T cell priming in experimental autoimmune encephalomyelitis

Jonathan Timmis, Vipin Kumar, Paul S. Andrews, 2013, Biosyst..

Feature bagging for outlier detection

Vipin Kumar, Aleksandar Lazarevic, Vipin Kumar, 2005, KDD '05.

Parallel Best-First Search of State-Space Graphs: A Summary of Results

Vipin Kumar, V. Nageshwara Rao, K. Ramesh, 1988, AAAI.

Personalized medicine - challenges and opportunities for informatics research

Vipin Kumar, 2010, BCB '10.

Multilevel Refinement for Hierarchical Clustering

Vipin Kumar, George Karypis, Eui-Hong Han, 1999 .

Data Analysis in the 21st Century

Vipin Kumar, Chandrika Kamath, Arnold Goodman, 2008, Stat. Anal. Data Min..

Computational Science and Its Applications - ICCSA 2006: International Conference, Glasgow, UK, May 8-11, 2006, Proceedings, Part II (Lecture Notes in Computer Science)

David Taniar, Antonio Laganà, Marina L. Gavrilova, 2006 .

Computational Science and Its Applications - ICCSA 2005, International Conference, Singapore, May 9-12, 2005, Proceedings, Part I

David Taniar, Antonio Laganà, Marina L. Gavrilova, 2005, ICCSA.

Characterizing Discriminative Patterns pdf

Vipin Kumar, Michael S. Steinbach, Gang Fang, 2011, ArXiv.

Mining Interpretable and Predictive Diagnosis Codes from Multi-source Electronic Health Records

Bonnie L. Westra, Vipin Kumar, Michael S. Steinbach, 2014, SDM.

Scalability analysis of partitioning strategies for finite element graphs: a summary of results

Vipin Kumar, Ananth Grama, Vipin Kumar, 1992, Proceedings Supercomputing '92.

Scalability of parallel programs

Vipin Kumar, Ananth Grama, 2007 .

Systematic Evaluation of Scaling Methods for Gene Expression Data

Vipin Kumar, Michael S. Steinbach, Gaurav Pandey, 2008, 2008 IEEE International Conference on Bioinformatics and Biomedicine.

Graph partitioning for dynamic, adaptive and multi-phase scientific simulations

Vipin Kumar, George Karypis, Kirk Schloegel, 2001, Proceedings 42nd IEEE Symposium on Foundations of Computer Science.

Automatic Test Pattern Generation on Multiprocessors: A Summary of Results

Vipin Kumar, V. Nageshwara Rao, Vineet Singh, 1989, KBCS.

Trends in big data analytics

Vipin Kumar, Giorgios Kollias, Ananth Grama, 2014, J. Parallel Distributed Comput..

Parallel Algorithm Scalability Issues in PetaFLOPS Architectures

Vipin Kumar, Eui-Hong Han, Anshul Gupta, 2001 .

Tripoles: A New Class of Relationships in Time Series Data

Anuj Karpatne, Vipin Kumar, Snigdhansu Chatterjee, 2017, KDD.

Proceedings of the 2001 SIAM International Conference on Data Mining

Robert L. Grossman, Vipin Kumar, 2001 .

Finding Topics in Collections of Documents: A Shared Nearest Neighbor Approach

Vipin Kumar, Michael S. Steinbach, Levent Ertöz, 2003, Clustering and Information Retrieval.

Analysis of Multilevel Graph Partitioning

Vipin Kumar, George Karypis, G. Karypis, 1995, Proceedings of the IEEE/ACM SC95 Conference.

A Scalable Parallel Formulation of the Backpropagation Algorithm for Hypercubes and Related Architectures

Minesh B. Amin, Shashi Shekhar, Vipin Kumar, 1994, IEEE Trans. Parallel Distributed Syst..

Pattern Preserving Clustering

Hui Xiong, Vipin Kumar, Pang-Ning Tan, 2009, Encyclopedia of Data Warehousing and Mining.

Causality-Guided Feature Selection

Steve Harenberg, Nagiza F. Samatova, Vipin Kumar, 2016, ADMA.

Unstructured tree search on SIMD parallel computers: a summary of results

Vipin Kumar, George Karypis, G. Karypis, 1992, Proceedings Supercomputing '92.

Emerging scientific applications in data mining

Vipin Kumar, Russ B. Altman, Jiawei Han, 2002, CACM.

Efficient Parallel Formulations for Some Dynamic Programming Algorithms

Vipin Kumar, George Karypis, G. Karypis, 1993 .

Robust and efficient identification of biomarkers by classifying features on graphs

Vipin Kumar, Baolin Wu, TaeHyun Hwang, 2008, Bioinform..

Superlinear Speedup in Parallel State-Space Search

Vipin Kumar, V. Nageshwara Rao, V. N. Rao, 1988, FSTTCS.

Conflict Graph Based Channel Allocation in Cognitive Radio Networks

Vipin Kumar, Sonajharia Minz, Vinesh Teotia, 2015, 2015 IEEE 34th Symposium on Reliable Distributed Systems Workshop (SRDSW).

Global Monitoring of Inland Water Dynamics: State-of-the-Art, Challenges, and Opportunities

Xi Chen, Anuj Karpatne, Vipin Kumar, 2016, Computational Sustainability.

Text Categorization Using Weight Adjusted k-Nearest Neighbor Classification

Vipin Kumar, George Karypis, Eui-Hong Han, 2001, PAKDD.

Clustering Health Data to Discover EBP Interventions for Sepsis Prevention and Treatment for Health Disparities

Lisiane Pruinelli, Bonnie L. Westra, Vipin Kumar, 2015, AMIA.

Highly Scalable Parallel Algorithms for Sparse Matrix Factorization

Vipin Kumar, George Karypis, Anshul Gupta, 1997, IEEE Trans. Parallel Distributed Syst..

Discovery of error-tolerant biclusters from noisy gene expression data

Vipin Kumar, Navneet Rao, Rohit Gupta, 2011, BMC Bioinformatics.

A Coarse-Grain Parallel Formulation of Multilevel k-way Graph Partitioning Algorithm

Vipin Kumar, George Karypis, G. Karypis, 1997, PPSC.

Classifying Multivariate Time Series by Learning Sequence-level Discriminative Patterns

Vipin Kumar, Xiaowei Jia, Varun Mithal, 2018, SDM.

Enhanced Bat Algorithm for Analyzing the Reliability and Contingency Issue in Radial Distribution Power System

Vipin Kumar, Shubham Swapnil, R. Ranjan, 2018 .

A simple statistical model and association rule filtering for classification

Vipin Kumar, György J. Simon, Peter W. Li, 2011, KDD.

Multilevel Diffusion Schemes for Repartitioning of Adaptive Meshes

Vipin Kumar, George Karypis, Kirk Schloegel, 1997, J. Parallel Distributed Comput..

Visual Data Mining: Framework and Algorithm Development

Shashi Shekhar, Jaideep Srivastava, Vipin Kumar, 2007 .

BRANCH AND BOUND FORMULATIONS FOR AND/OR TREE SEARCH WITH APPLICATIONS IN PATTERN RECOGNITION AND GAME PLAYING.

Vipin Kumar, Laveen N. Kanal, Vipin Kumar, 1982 .

General Branch and Bound, and its Relation to A and AO

Vipin Kumar, Dana S. Nau, Laveen N. Kanal, 1984, Artif. Intell..

Learning with Small Data

Vipin Kumar, Huaxiu Yao, Zhenhui Li, 2020, KDD.

Chameleon: Hierarchical Clustering Using Dynamic Modeling

Vipin Kumar, George Karypis, Eui-Hong Han, 1999, Computer.

2nd International Conference on Bioinformatics and Computational Biology 2010, BICoB 2010

Vipin Kumar, Rohit Gupta, Rui Kuang, 2010, BICoB 2010.

Scalable parallel formulations of the barnes-hut method for n-body simulations

Vipin Kumar, Ananth Grama, Ahmed H. Sameh, 1994, Supercomputing '94.

A New Algorithm for Multi-objective Graph Partitioning

Vipin Kumar, George Karypis, Kirk Schloegel, 1999, Euro-Par.

Computational Science and Its Applications - ICCSA 2005, International Conference, Singapore, May 9-12, 2005, Proceedings, Part II

David Taniar, Antonio Laganà, Marina L. Gavrilova, 2005, Communication Systems and Applications.

RBA: An Integrated Framework for Regression based on Association Rules

Vipin Kumar, Pang-Ning Tan, Aysel Ozgur, 2004, SDM.

A pattern mining based integrative framework for biomarker discovery

Vipin Kumar, Michael S. Steinbach, Angus W. MacDonald, 2012, BCB.

Analysis of scalability of parallel algorithms and architectures: a survey

Vipin Kumar, Anshul Gupta, Vipin Kumar, 1991, ICS '91.

Identification of Functional Modules in Protein Complexes via Hyperclique Pattern Discovery

Hui Xiong, Chris H. Q. Ding, Vipin Kumar, 2004, Pacific Symposium on Biocomputing.

Frequent Causal Pattern Mining: A Computationally Efficient Framework For Estimating Bias-Corrected Effects

Pedro J. Caraballo, Vipin Kumar, György J. Simon, 2019, 2019 IEEE International Conference on Big Data (Big Data).

Discovery of Shifting Patterns in Sequence Classification pdf

Anuj Karpatne, Vipin Kumar, Xiaowei Jia, 2017, ArXiv.

Top 10 algorithms in data mining

Philip S. Yu, Xindong Wu, Qiang Yang, 2007, Knowledge and Information Systems.

Parallel search algorithms for robot motion planning

Vipin Kumar, Maria L. Gini, Daniel J. Challou, 1993, [1993] Proceedings IEEE International Conference on Robotics and Automation.

Dynamic Object and Target based Gaming CAPTCHA for Better Security Analysis

Vipin Kumar, Atul Barve, 2017 .

Computational Science and Its Applications - ICCSA 2005: International Conference, Singapore, May 9-12, 2005, Proceedings, Part I (Lecture Notes in Computer Science)

David Taniar, Antonio Laganà, Marina L. Gavrilova, 2005 .

Discovery of Web Robot Sessions Based on their Navigational Patterns

Vipin Kumar, Pang-Ning Tan, Vipin Kumar, 2004, Data Mining and Knowledge Discovery.

Damage prediction in structural mechanics using partitioning approach

Vipin Kumar, Aleksandar Lazarevic, Chandrika Kamath, 2003, SPIE Defense + Commercial Sensing.

Information power grid: The new frontier in parallel computing?

Vipin Kumar, William Leinberger, 1999, IEEE Concurr..

Computing and Climate

Shashi Shekhar, Vipin Kumar, James H. Faghmous, 2015, Comput. Sci. Eng..

DDDAS/ITR: A Data Mining and Exploration Middleware for Grid and Distributed Computing

Jinoh Kim, Vipin Kumar, Jon B. Weissman, 2007, International Conference on Computational Science.

PSPASES: An Efficient and Scalable Parallel Sparse Direct Solver

Vipin Kumar, Mahesh V. Joshi, George Karypis, 1999, PPSC.

Spatial Context-Aware Networks for Mining Temporal Discriminative Period in Land Cover Detection

Anuj Karpatne, Vipin Kumar, Xiaowei Jia, 2019, SDM.

Lecture Notes in Computer Science: Preface

David Taniar, Antonio Laganà, Marina L. Gavrilova, 2005 .

SIAM Proceedings Series: Preface

David B. Skillicorn, Vipin Kumar, Chandrika Kamath, 2004 .

Mining Indirect Associations in Web Data

Vipin Kumar, Pang-Ning Tan, Vipin Kumar, 2001, WEBKDD.

Dynamic Repartitioning of Adaptively Refined Meshes

Vipin Kumar, George Karypis, Kirk Schloegel, 1998, Proceedings of the IEEE/ACM SC98 Conference.

Unsupervised Method for Water Surface Extent Monitoring Using Remote Sensing Data

Vipin Kumar, Xi C. Chen, Sichao Shi, 2015 .

Wavefront Diffusion and LMSR: Algorithms for Dynamic Repartitioning of Adaptive Meshes

Vipin Kumar, George Karypis, Kirk Schloegel, 2001, IEEE Trans. Parallel Distributed Syst..

Big Data in Climate: Opportunities and Challenges for Machine Learning

Anuj Karpatne, Vipin Kumar, A. Karpatne, 2017, KDD.

On the Efficiency of Parallel Backtracking

Vipin Kumar, V. Nageshwara Rao, V. N. Rao, 1993, IEEE Trans. Parallel Distributed Syst..

Efficient algorithms for parallel sorting on mesh multicomputers

Vipin Kumar, Gul A. Agha, Vineet Singh, 1991, International Journal of Parallel Programming.

Association Analysis Techniques for Bioinformatics Problems

Vipin Kumar, Michael S. Steinbach, Gowtham Atluri, 2009, BICoB.

Graph partitioning for high-performance scientific simulations

Vipin Kumar, George Karypis, Kirk Schloegel, 2003 .

A General Paradigm for A.I. Search Procedures

Vipin Kumar, Dana S. Nau, Laveen N. Kanal, 1982, AAAI.

Scalability of Parallel Algorithms for Matrix Multiplication

Vipin Kumar, Anshul Gupta, Vipin Kumar, 1993, 1993 International Conference on Parallel Processing - ICPP'93.

Machine Learning for the Geosciences: Challenges and Opportunities

Anuj Karpatne, Vipin Kumar, Imme Ebert-Uphoff, 2017, IEEE Transactions on Knowledge and Data Engineering.

High performance data mining (tutorial session) (title only)

Vipin Kumar, Mohammed Zaki, Vipin Kumar, 2000, Knowledge Discovery and Data Mining.

A graph‐based approach to find teleconnections in climate data

Nagiza F. Samatova, Vipin Kumar, Michael S. Steinbach, 2013, Stat. Anal. Data Min..

Nonoccurring Behavior Analytics: A New Area

Philip S. Yu, Longbing Cao, Vipin Kumar, 2015, IEEE Intelligent Systems.

A Parameter-Free Spatio-Temporal Pattern Mining Model to Catalog Global Ocean Dynamics

Vipin Kumar, Snigdhansu Chatterjee, James H. Faghmous, 2013, 2013 IEEE 13th International Conference on Data Mining.

Post Classification Label Refinement Using Implicit Ordering Constraint Among Data Instances

Vipin Kumar, Ankush Khandelwal, Varun Mithal, 2015, 2015 IEEE International Conference on Data Mining.

A Comparative Study Of Algorithms For Land Cover Change

Vipin Kumar, Michael S. Steinbach, Ashish Garg, 2010, CIDU.

Discovery of climate indices using clustering

Vipin Kumar, Pang-Ning Tan, Michael S. Steinbach, 2003, KDD '03.

Multilevel k-way hypergraph partitioning

Vipin Kumar, George Karypis, G. Karypis, 1999, DAC '99.

Coupled Heterogeneous Association Rule Mining (CHARM): Application Toward Inference of Modulatory Climate Relationships

Nagiza F. Samatova, Vipin Kumar, Saurabh V. Pendse, 2013, 2013 IEEE 13th International Conference on Data Mining.

Online Discovery of Group Level Events in Time Series

Nikos Karampatziakis, Vipin Kumar, Xi C. Chen, 2014, SDM.

A reference based analysis framework for analyzing system call traces

Vipin Kumar, Varun Chandola, Shyam Boriah, 2010, CSIIRW '10.

Invited: Discovering combinatorial biomarkers

Vipin Kumar, Michael S. Steinbach, Gowtham Atluri, 2012, 2012 IEEE 2nd International Conference on Computational Advances in Bio and medical Sciences (ICCABS).

A General Branch and Bound Formulation for Understanding and Synthesizing And/Or Tree Search Procedures

Vipin Kumar, Laveen N. Kanal, Vipin Kumar, 1983, Artif. Intell..

Building Predictive Models for Noisy and Heterogeneous Data: An Application in Global Monitoring of Inland Water Dynamics

Anuj Karpatne, Vipin Kumar, A. Karpatne, 2015, 2015 IEEE International Conference on Data Mining Workshop (ICDMW).

Prediction of HLA Genes from SNP Data and HLA Haplotype Frequencies

Vipin Kumar, Michael S. Steinbach, Martin Maiers, 2012, 2012 IEEE 12th International Conference on Data Mining Workshops.

State of the Art in Parallel Search Techniques for Discrete Optimization Problems

Vipin Kumar, Ananth Grama, Vipin Kumar, 1999, IEEE Trans. Knowl. Data Eng..

Introduction to Data Mining, (First Edition)

Vipin Kumar, Pang-Ning Tan, Michael Steinbach, 2005 .

Computational Science and Its Applications – ICCSA 2004

Antonio Laganà, Marina L. Gavrilova, Youngsong Mun, 2004, Lecture Notes in Computer Science.

Association analysis techniques for analyzing complex biological data sets

Vipin Kumar, Michael S. Steinbach, Gowtham Atluri, 2009, 2009 IEEE International Workshop on Genomic Signal Processing and Statistics.

Scalable Parallel Data Mining for Association Rules

Vipin Kumar, George Karypis, Eui-Hong Han, 2000, IEEE Trans. Knowl. Data Eng..

Mining needle in a haystack: classifying rare classes via two-phase rule induction

Vipin Kumar, Ramesh C. Agarwal, Mahesh V. Joshi, 2001, SIGMOD '01.

Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part V

David Taniar, Marina L. Gavrilova, Osvaldo Gervasi, 2006 .

A parallel parsing algorithm for natural language using tree adjoining grammar

Vipin Kumar, Tom Nurkkala, 1994, Proceedings of 8th International Parallel Processing Symposium.

Concurrent insertions and deletions in a priority queue

Vipin Kumar, Rao V. Nageshwara, Vipin Kumar, 1988 .

Selecting the right interestingness measure for association patterns

Jaideep Srivastava, Vipin Kumar, Pang-Ning Tan, 2002, KDD.

A Model-Free Time Series Segmentation Approach for Land Cover Change Detection

Vipin Kumar, Michael S. Steinbach, Ashish Garg, 2011, CIDU.

Online Change Detection Algorithm for Noisy Time-Series: An Application Tonear-Real Time Burned Area Mapping

Vipin Kumar, Xi C. Chen, James H. Faghmous, 2015, 2015 IEEE International Conference on Data Mining Workshop (ICDMW).

Estimating False Negatives for Classification Problems with Cluster Structure

Vipin Kumar, Zhi-Li Zhang, György J. Simon, 2007, SDM.

Active Learning

Vipin Kumar, Varun Chandola, Arindam Banerjee, 2017, Encyclopedia of Machine Learning and Data Mining.

Mapping Burned Areas in Tropical Forests Using a Novel Machine Learning Framework

Vipin Kumar, Ramakrishna R. Nemani, Ankush Khandelwal, 2018, Remote. Sens..

Spatially penalized regression for dependence analysis of rare events: A study in precipitation extremes

Vipin Kumar, Zoran Obradovic, Snigdhansu Chatterjee, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Monitoring Land-Cover Changes: A Machine-Learning Perspective

Zhe Jiang, Anuj Karpatne, Vipin Kumar, 2016, IEEE Geoscience and Remote Sensing Magazine.

Feature Mining for Prediction of Degree of Liver Fibrosis

Jaideep Srivastava, Vipin Kumar, George Karypis, 2005, AMIA.

A Highly Parallel Interior Point Algorithm

Vipin Kumar, George Karypis, Anshul Gupta, 1995, PPSC.

Enhancing the functional content of protein interaction networks pdf

Vipin Kumar, Gowtham Atluri, Gaurav Pandey, 2012, ArXiv.

Parallel Multilevel k-way Partitioning Scheme for Irregular Graphs

Vipin Kumar, George Karypis, G. Karypis, 1996, Proceedings of the 1996 ACM/IEEE Conference on Supercomputing.

Using Constraints to Generate and Explore Higher Order Discriminative Patterns

Vipin Kumar, Michael S. Steinbach, Gang Fang, 2011, PAKDD.

Mining strong affinity association patterns in data sets with skewed support distribution

Hui Xiong, Vipin Kumar, Pang-Ning Tan, 2003, Third IEEE International Conference on Data Mining.

Divide and conquer approach for efficient pagerank computation

Jaideep Srivastava, Vipin Kumar, Nishith Pathak, 2006, ICWE '06.

Personalized Profile Based Search Interface With Ranked and Clustered Display

Vipin Kumar, Levent Ertoz, Sachin Kumar, 2001 .

Parallel Hierarchical Solvers and Preconditioners for Boundary Element Methods

Vipin Kumar, Ananth Grama, Ahmed H. Sameh, 1998, SIAM J. Sci. Comput..

Multi-view Ensemble Learning: A Supervised Feature Set Partitioning for High Dimensional Data Classification

Vipin Kumar, Sonajharia Minz, Vipin Kumar, 2015, WCI '15.

Amb-EM: a SNP-based prediction of HLA alleles using ambiguous HLA data

Vipin Kumar, Michael S. Steinbach, Abeer Madbouly, 2014, BCB.

Parallel and Distributed Computing for Cybersecurity

Vipin Kumar, Vipin Kumar, 2005, IEEE Distributed Syst. Online.

Characterization of wireless accelerometer sensor and its industrial applications

Vipin Kumar, Kota Solomon Raju, Satish Mohanty, 2014, 2014 Twentieth National Conference on Communications (NCC).

ORBIT: Ordering Based Information Transfer Across Space and Time for Global Surface Water Monitoring pdf

Anuj Karpatne, Vipin Kumar, Ankush Khandelwal, 2017, ArXiv.

Comparative Analysis and Research Issues in Classification Techniques for Intrusion Detection

Vipin Kumar, Emmanuel S. Pilli, Sumit Pundir, 2013, ICACNI.

High performance data mining (tutorial PM-3)

Vipin Kumar, Mohammed Zaki, 2000, KDD '00.

Personalized Image Retrieval with Sparse Graph Representation Learning

Vipin Kumar, Ajinkya Kale, Zhe L. Lin, 2020, KDD.

Enhancing data analysis with noise removal

Hui Xiong, Vipin Kumar, Michael S. Steinbach, 2006, IEEE Transactions on Knowledge and Data Engineering.

Parallel depth first search. Part II. Analysis

Vipin Kumar, V. Nageshwara Rao, V. N. Rao, 1987, International Journal of Parallel Programming.

Predicting the Performance of Randomized Parallel Search: An Application to Robot Motion Planning

Vipin Kumar, Maria L. Gini, George Karypis, 2003, J. Intell. Robotic Syst..

Spatio-temporal classification at multiple resolutions using multi-view regularization

Vipin Kumar, Varun Mithal, Xiaowei Jia, 2019, 2019 IEEE International Conference on Big Data (Big Data).

A New Clustering Algorithm for Transaction Data via Caucus

Hui Xiong, Vipin Kumar, Sam Yuan Sung, 2003, PAKDD.

SubPatCNV: approximate subspace pattern mining for mapping copy-number variations

Vipin Kumar, Gang Fang, Nicholas Johnson, 2015, BMC Bioinformatics.

An association analysis approach to biclustering

Vipin Kumar, Michael S. Steinbach, Gowtham Atluri, 2009, KDD.

A General Bottom-up Procedure for Searching And/Or Graphs

Vipin Kumar, Vipin Kumar, 1983, AAAI.

The Brain-Network Paradigm: Using Functional Imaging Data to Study How the Brain Works

Vipin Kumar, Angus W. MacDonald, Gowtham Atluri, 2016, Computer.

Hmetis: a hypergraph partitioning package

Vipin Kumar, George Karypis, G. Karypis, 1998 .

A Data Mining Approach to Determine Sepsis Guideline Impact on Inpatient Mortality and Complications

Lisiane Pruinelli, Bonnie L. Westra, Vipin Kumar, 2016, CRI.

Graph Partitioning for Dynamic, Adaptive, and Multi-phase Computations

Vipin Kumar, George Karypis, Kirk Schloegel, 2000, IPDPS Workshops.

Detection of Precursors to Aviation Safety Incidents Due to Human Factors

Jaideep Srivastava, Vipin Kumar, Pranjul Yadav, 2013, 2013 IEEE 13th International Conference on Data Mining Workshops.

Detection of Novel Network Attacks Using Data Mining

Jaideep Srivastava, Vipin Kumar, Aleksandar Lazarevic, 2003 .

Discovering Dynamic Dipoles in Climate Data

Vipin Kumar, Michael S. Steinbach, Jaya Kawale, 2011, SDM.

TAPER: a two-step approach for all-strong-pairs correlation query in large databases

Hui Xiong, Shashi Shekhar, Vipin Kumar, 2006, IEEE Transactions on Knowledge and Data Engineering.

Detection and Summarization of Novel Network Attacks Using Data Mining

Jaideep Srivastava, Vipin Kumar, Aleksandar Lazarevic, 2003 .

Privacy Preserving Nearest Neighbor Search

Vipin Kumar, Yongdae Kim, Mark Shaneck, 2006, Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06).

Efficient Algorithms for Parallel on Mesh Multicomputers

Gul Agha, Vipin Kumar, Vineet Singh, 1991 .

A Fast-Optimal Guaranteed Algorithm For Learning Sub-Interval Relationships in Time Series pdf

Anuj Karpatne, Vipin Kumar, Snigdhansu Chatterjee, 2019, ArXiv.

Parallel Multilevel Algorithms for Multi-constraint Graph Partitioning (Distinguished Paper)

Vipin Kumar, George Karypis, Kirk Schloegel, 2000, Euro-Par.

Hyperclique pattern discovery

Hui Xiong, Vipin Kumar, Pang-Ning Tan, 2006, Data Mining and Knowledge Discovery.

Distributed and parallel knowledge discovery (workshop session) (title only)

Vipin Kumar, Zoran Obradovic, Hillol Kargupta, 2000, Knowledge Discovery and Data Mining.

Spatio-Temporal Consistency as a Means to Identify Unlabeled Objects in a Continuous Data Field

Vipin Kumar, James H. Faghmous, Hung Nguyen, 2014, AAAI.

Joint sparse auto-encoder: A semi-supervised spatio-temporal approach in mapping large-scale croplands

Anuj Karpatne, Vipin Kumar, Yifan Hu, 2017, 2017 IEEE International Conference on Big Data (Big Data).

Learning classifier models for predicting rare phenomena

Vipin Kumar, Mahesh V. Joshi, Ramesh Kumar Agarwal, 2002 .

A Parallel Execution Scheme for Exploiting and Parallelism of Logic Programs

Vipin Kumar, Yow-Jian Lin, 1986, ICPP.

Automatic test pattern generation on parallel processors

Vipin Kumar, V. Nageshwara Rao, Vineet Singh, 1991, Parallel Comput..

Multilevel Graph Partitioning Schemes

Vipin Kumar, George Karypis, G. Karypis, 1995, ICPP.

A high performance sparse Cholesky factorization algorithm for scalable parallel computers

Vipin Kumar, George Karypis, G. Karypis, 1995, Proceedings Frontiers '95. The Fifth Symposium on the Frontiers of Massively Parallel Computation.

Next Generation of Data Mining

Philip S. Yu, Vipin Kumar, Jiawei Han, 2008, Chapman and Hall / CRC Data Mining and Knowledge Discovery Series.

Contextual Time Series Change Detection

Vipin Kumar, Snigdhansu Chatterjee, Xi C. Chen, 2013, SDM.

Parallel Threshold-based ILU Factorization

Vipin Kumar, George Karypis, 1997, SC.

Don't Do Imputation: Dealing with Informative Missing Values in EHR Data Analysis

Vipin Kumar, György J. Simon, Jia Li, 2018, 2018 IEEE International Conference on Big Knowledge (ICBK).

WebACE: a Web agent for document categorization and exploration

Vipin Kumar, Maria L. Gini, George Karypis, 1998, AGENTS '98.

Data Mining Methodologies to Discover Best practices for Diabetic Patients with Health Disparities

Lisiane Pruinelli, Bonnie L. Westra, Vipin Kumar, 2014, AMIA.

Rare Class Detection in Networks

Charu C. Aggarwal, Jaideep Srivastava, Vipin Kumar, 2015, SDM.

Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature Profiles

Anuj Karpatne, Vipin Kumar, Michael S. Steinbach, 2018, SDM.

MINDS: A New Approach to the Information Security Process

Vipin Kumar, Levent Ertoz, Eric Eilertson, 2004 .

A hybrid methodology for enhancing reliability of large systems in conceptual design and its application to the design of a multiphase flow station

Vipin Kumar, Wei Li, Emilio Sarno, 2005 .

An approach towards the design and development of a flexible 5dof AUV

Vipin Kumar, Sankar Nath Shome, S. K. Das, 2013 .

A Framework for Exploring Categorical Data

Vipin Kumar, Varun Chandola, Shyam Boriah, 2009, SDM.

Multilevel k-way Hypergraph Partitioning

Vipin Kumar, George Karypis, 2000, VLSI Design.

Multilevel hypergraph partitioning: application in VLSI domain

Shashi Shekhar, Vipin Kumar, George Karypis, 1997, DAC.

N-Body Simulations Using Message Passsing Parallel Computers

Vipin Kumar, Ananth Grama, Ahmed H. Sameh, 1995, PPSC.

Response-Guided Community Detection: Application to Climate Index Discovery

Nagiza F. Samatova, Vipin Kumar, Fredrick H. M. Semazzi, 2015, ECML/PKDD.

The performance of a highly unstructured parallel algorithm on the KSR1

Vipin Kumar, T. Nurkkala, 1994, Proceedings of IEEE Scalable High Performance Computing Conference.

Face Recognition using Line Edge Map

Vipin Kumar, Mohit Mehta, Vipin Kumar, 2014 .

Load balancing across near-homogeneous multi-resource servers

Vipin Kumar, George Karypis, William Leinberger, 2000, Proceedings 9th Heterogeneous Computing Workshop (HCW 2000) (Cat. No.PR00556).

Identification of co-occurring insertions in cancer genomes using association analysis

Vipin Kumar, Michael S. Steinbach, Sean R. Landman, 2010, 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW).

Selecting the right objective measure for association analysis

Jaideep Srivastava, Vipin Kumar, Pang-Ning Tan, 2004, Inf. Syst..

Isoefficiency: measuring the scalability of parallel algorithms and architectures

Vipin Kumar, Ananth Grama, Anshul Gupta, 1993, IEEE Parallel & Distributed Technology: Systems & Applications.

Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships

Nagiza F. Samatova, Vipin Kumar, Alok N. Choudhary, 2013, SDM.

Privacy leakage in multi-relational databases via pattern based semi-supervised learning

Hui Xiong, Vipin Kumar, Michael S. Steinbach, 2005, CIKM '05.

Mining time-lagged relationships in spatio-temporal climate data

Vipin Kumar, Upmanu Lall, Auroop R. Ganguly, 2012, 2012 Conference on Intelligent Data Understanding.

Indirect Association: Mining Higher Order Dependencies in Data

Jaideep Srivastava, Vipin Kumar, Pang-Ning Tan, 2000, PKDD.

A Fast and High Quality Multilevel Scheme for Partitioning Irregular Graphs

Vipin Kumar, George Karypis, G. Karypis, 1998, SIAM J. Sci. Comput..

Clustering of elderly patient subgroups to identify medication-related readmission risks

Bonnie L. Westra, Vipin Kumar, Catherine H. Olson, 2016, Int. J. Medical Informatics.

Multilevel hypergraph partitioning: applications in VLSI domain

Shashi Shekhar, Vipin Kumar, George Karypis, 1999, IEEE Trans. Very Large Scale Integr. Syst..

ScalParC: a new scalable and efficient parallel classification algorithm for mining large datasets

Vipin Kumar, Mahesh V. Joshi, George Karypis, 1998, Proceedings of the First Merged International Parallel Processing Symposium and Symposium on Parallel and Distributed Processing.

Performance of And-Paralle Execution of Logic Programs on a Shared-Memory Multiprocessor

Vipin Kumar, Yow-Jian Lin, Vipin Kumar, 1988, FGCS.

Concurrent Access of Priority Queues

Vipin Kumar, V. Nageshwara Rao, V. N. Rao, 1988, IEEE Trans. Computers.

Feature Selection: A literature Review

Vipin Kumar, Sonajharia Minz, Vipin Kumar, 2014, Smart Comput. Rev..

Performance and Scalability of Preconditioned Conjugate Gradient Methods on the CM-5

Vipin Kumar, Ahmed H. Sameh, Anshul Gupta, 1993, SIAM Conference on Parallel Processing for Scientific Computing.

A Data-Dependency-Based Intelligent Backtracking Scheme for Prolog

Vipin Kumar, Yow-Jian Lin, Vipin Kumar, 1987, J. Log. Program..

Multi-view Ensemble Learning Using Optimal Feature Set Partitioning: An Extended Experiments and Analysis in Low Dimensional Scenario

Vipin Kumar, 2015 .

Load balancing of dynamic and adaptive mesh-based computations

Vipin Kumar, George Karypis, Kirk Schloegel, 1998, Proceedings Seventeenth IEEE Symposium on Reliable Distributed Systems (Cat. No.98CB36281).

HICAP: Hierarchical Clustering with Pattern Preservation

Hui Xiong, Vipin Kumar, Pang-Ning Tan, 2004, SDM.

Extending an Established Simulation: Exploration of the Possible Effects Using a Case Study in Experimental Autoimmune Encephalomyelitis

Jonathan Timmis, Vipin Kumar, Paul S. Andrews, 2012, IPCAT.

Parallel Multilevel series k-Way Partitioning Scheme for Irregular Graphs

Vipin Kumar, George Karypis, G. Karypis, 1999, SIAM Rev..

Estimating Disease Onset Time by Modeling Lab Result Trajectories via Bayes Networks

Pedro J. Caraballo, Vipin Kumar, Pranjul Yadav, 2017, 2017 IEEE International Conference on Healthcare Informatics (ICHI).

Parallel Formulations of Decision-Tree Classification Algorithms

Vipin Kumar, Eui-Hong Han, Vineet Singh, 2004, Data Mining and Knowledge Discovery.

Incremental page rank computation on evolving graphs

Jaideep Srivastava, Vipin Kumar, Nishith Pathak, 2005, WWW '05.

Localized prediction of continuous target variables using hierarchical clustering

Vipin Kumar, Aleksandar Lazarevic, Chandrika Kamath, 2003, Third IEEE International Conference on Data Mining.

Mining Sub-Interval Relationships In Time Series Data pdf

Anuj Karpatne, Vipin Kumar, Snigdhansu Chatterjee, 2018, ArXiv.

Key Dependent Image Steganography Using Edge Detection

Vipin Kumar, Musheer Ahmad, Shahzad Alam, 2014, 2014 Fourth International Conference on Advanced Computing & Communication Technologies.

Support envelopes: a technique for exploring the structure of association patterns

Vipin Kumar, Pang-Ning Tan, Michael S. Steinbach, 2004, KDD.

Design and Implementation of a Scalable Parallel Direct Solver for Sparse Symmetric Positive Definite Systems: Preliminary Results

Vipin Kumar, Mahesh V. Joshi, George Karypis, 1997, PPSC.

A reference based analysis framework for understanding anomaly detection techniques for symbolic sequences

Vipin Kumar, Varun Chandola, Varun Mithal, 2013, Data Mining and Knowledge Discovery.

Understanding Dominant Factors for Precipitation over the Great Lakes Region

Vipin Kumar, Arindam Banerjee, Soumyadeep Chatterjee, 2016, AAAI.

Artificial Intelligence Project

Gordon S. Novak, Vipin Kumar, Robert L. Causey, 1990 .

Computation of models for prediction of blood brain barrier permeability using molecular descriptors

Vipin Kumar, Harish Dureja, Vikas Sharma, 2013, J. Comput. Methods Sci. Eng..

Identifying dynamic changes with noisy labels in spatial-temporal data: A study on large-scale water monitoring application

Anuj Karpatne, Vipin Kumar, Xi C. Chen, 2016, 2016 IEEE International Conference on Big Data (Big Data).

Incorporating functional inter-relationships into protein function prediction algorithms

Vipin Kumar, Gaurav Pandey, Chad L. Myers, 2009, BMC Bioinformatics.

A high performance two dimensional scalable parallel algorithm for solving sparse triangular systems

Vipin Kumar, Mahesh V. Joshi, George Karypis, 1997, Proceedings Fourth International Conference on High-Performance Computing.

Computational Science and Its Applications — ICCSA 2003

J. van Leeuwen, Jan van Leeuwen, Marina L. Gavrilova, 2003, Lecture Notes in Computer Science.

A parallel formulation of interior point algorithms

Vipin Kumar, George Karypis, Anshul Gupta, 1994, Proceedings of Supercomputing '94.

Computational Approaches to Protein Function Prediction

Vipin Kumar, Gaurav Pandey, Michael Steinbach, 2012 .

Poem Classification Using Machine Learning Approach

Vipin Kumar, Sonajharia Minz, 2012, SocProS.

Finding Clusters of Different Sizes, Shapes, and Densities in Noisy, High Dimensional Data

Vipin Kumar, Michael S. Steinbach, Levent Ertöz, 2003, SDM.

High Performance Data Mining

Jaideep Srivastava, Vipin Kumar, 1999, HiPC.

Proceedings of the Second SIAM International Conference on Data Mining, Arlington, VA, USA, April 11-13, 2002

Robert L. Grossman, Vipin Kumar, Jiawei Han, 2002, SDM.

Proceedings of the 2002 SIAM International Conference on Data Mining

Robert L. Grossman, Vipin Kumar, Jiawei Han, 2002 .

Analysis of Multilevel Graph Partitioning

Vipin Kumar, George Karypis, 1995, Proceedings of the IEEE/ACM SC95 Conference.

Parallel Matrix-Vector Product Using Approximate Hierarchical Methods

Vipin Kumar, Ananth Grama, Ahmed H. Sameh, 1995, SC.

Report from the workshop on distributed and parallel knowledge discovery, ACM SIGKDD-2000

Vipin Kumar, Zoran Obradovic, Joydeep Ghosh, 2000, SKDD.

Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data

Nagiza F. Samatova, Shashi Shekhar, Anuj Karpatne, 2016, IEEE Transactions on Knowledge and Data Engineering.

Unstructured Tree Search on SIMD Parallel Computers: Experimental Results *

Vipin Kumar, George Karypis, G. Karypis, 1993 .

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

Vipin Kumar, Michael S. Steinbach, Auroop R. Ganguly, 2010, CIDU.

Hash Chain based Key Management for Mobile Heterogeneous Sensor Network

Vipin Kumar, Priyanka Ahlawat, 2013 .

Modeling and Simulation of Heat Exchanger Used in Soda Recovery

Vipin Kumar, Sanjeev Gupta, Chhaya Sharma, 2011 .

Vipin Kumar, Varun Chandola, Shyam Boriah, 2008, SDM.

Generalizing the Notion of Confidence

Vipin Kumar, Michael S. Steinbach, 2005, ICDM.

Big Data in Climate: Opportunities and Challenges for Machine Learning

Vipin Kumar, Vipin Kumar, 2016, SIGIR.

Earth Science Applications of Sensor Data

Anuj Karpatne, Vipin Kumar, Michael S. Steinbach, 2013, Managing and Mining Sensor Data.

Improved Algorithm for Load Flow Analysis of Radial Distribution System

Vipin Kumar, V. R. Singh, Shubham Swapnil, 2017 .

A scalable parallel algorithm for sparse Cholesky factorization

Vipin Kumar, Anshul Gupta, Vipin Kumar, 1994, Proceedings of Supercomputing '94.

Data Mining to Predict Mobility Outcomes for Older Adults Receiving Home Health Care

Bonnie L. Westra, Vipin Kumar, Michael S. Steinbach, 2013, AMIA.

Learning Rules from System Call Arguments and Sequences for Anomaly 20 Detection

Salvatore J. Stolfo, Angelos D. Keromytis, Robert K. Cunningham, 2003 .

Predicting the Factors of Improvement of Health Status of Home Health Care Patients: A Holistic Data Mining Approach

Bonnie L. Westra, Vipin Kumar, Pranjul Yadav, 2015, American Medical Informatics Association Annual Symposium.

Adaptive Heterogeneous Ensemble Learning Using the Context of Test Instances

Anuj Karpatne, Vipin Kumar, A. Karpatne, 2015, 2015 IEEE International Conference on Data Mining.

Design and Analysis of Algorithm

Anoop Gupta, Vipin Kumar, Ananth Grama, 1994 .

Parallel multilevel graph partitioning

Vipin Kumar, George Karypis, G. Karypis, 1996, Proceedings of International Conference on Parallel Processing.

Multilevel Algorithms for Multi-Constraint Graph Partitioning

Vipin Kumar, George Karypis, G. Karypis, 1998, Proceedings of the IEEE/ACM SC98 Conference.

Characterizing pattern preserving clustering

Hui Xiong, Vipin Kumar, Michael S. Steinbach, 2008, Knowledge and Information Systems.

Approximate Search on Massive Spatiotemporal Datasets

Vipin Kumar, Karsten Steinhaeuser, Shyam Boriah, 2012, 2012 IEEE 12th International Conference on Data Mining Workshops.

Evaluation of Label Dependency for the Prediction of HLA Genes

Vipin Kumar, Michael S. Steinbach, Abeer Madbouly, 2013, BCB.

Role of Message-Passing in Performance Oriented Parallel Programming

Vipin Kumar, Ananth Grama, George Karypis, 1997, SIAM Conference on Parallel Processing for Scientific Computing.

Toward Real-Time Motion Planning

Vipin Kumar, Maria Gini, Daniel J. Challou, 1994 .

Data Science for Food, Energy and Water: A Workshop Report

Shashi Shekhar, Vipin Kumar, Naoki Abe, 2017, SKDD.

CREDOS: Classification Using Ripple Down Structure (A Case for Rare Classes)

Vipin Kumar, Mahesh V. Joshi, Vipin Kumar, 2004, SDM.

Summarization - compressing data into an informative representation

Vipin Kumar, Varun Chandola, 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).

WSSMP: A High-Performance Serial and Parallel Symmetric Sparse Linear Solver

Vipin Kumar, Mahesh V. Joshi, Anshul Gupta, 1998, PARA.

The Scalability of FFT on Parallel Computers

Vipin Kumar, Anshul Gupta, Vipin Kumar, 1993, IEEE Trans. Parallel Distributed Syst..

Parallel Branch-and-Bound Formulations for AND/OR Tree Search

Vipin Kumar, Laveen N. Kanal, Vipin Kumar, 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Scalable Load Balancing Techniques for Parallel Computers

Vipin Kumar, Ananth Grama, Nageshwara Rao Vempaty, 1994, J. Parallel Distributed Comput..

Testing the significance of spatio-temporal teleconnection patterns

Vipin Kumar, Snigdhansu Chatterjee, Karsten Steinhaeuser, 2012, KDD.

Efficient Parallel Algorithms for Mining Associations

Vipin Kumar, Mahesh V. Joshi, George Karypis, 1999, Large-Scale Parallel Data Mining.

High Performance Data Mining

Vipin Kumar, Pang-Ning Tan, Mahesh V. Joshi, 1999, VECPAR.

Predict Land Covers with Transition Modeling and Incremental Learning

Vipin Kumar, Xiaowei Jia, Ankush Khandelwal, 2017, SDM.

A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection

Jaideep Srivastava, Vipin Kumar, Aleksandar Lazarevic, 2003, SDM.

Hierarchical Classifier-Regression Ensemble for Multi-phase Non-linear Dynamic System Response Prediction: Application to Climate Analysis

Nagiza F. Samatova, Vipin Kumar, Zhengzhang Chen, 2012, 2012 IEEE 12th International Conference on Data Mining Workshops.

The Composite Decision Process: A Unifying Formulation for Heuristic Search, Dynamic Programming and Branch & Bound Procedures

Vipin Kumar, Laveen N. Kanal, Vipin Kumar, 1983, AAAI.

Parallelism in state-space search

Vipin Kumar, James C. Browne, Nageshwara Rao Vempaty, 1990 .

A novel energy efficient geocast routing algorithm for mobile ad hoc networks

Vipin Kumar, Sushil Kumar, Arvind Kumar, 2016, 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom).

Hypergraph Based Clustering in High-Dimensional Data Sets: A Summary of Results

Vipin Kumar, George Karypis, Bamshad Mobasher, 1998, IEEE Data Eng. Bull..

Subspace Differential Coexpression Analysis: Problem Definition and a General Approach

Vipin Kumar, Michael S. Steinbach, Gang Fang, 2010, Pacific Symposium on Biocomputing.

A Framework for Discovering Co-Location Patterns in Data Sets with Extended Spatial Objects

Hui Xiong, Shashi Shekhar, Vipin Kumar, 2004, SDM.

Applications on High Performance Computers

Vipin Kumar, José M. Laginha M. Palma, Franz-Josef Pfreundt, 2002, Euro-Par.

Land cover change detection: a case study

Vipin Kumar, Michael S. Steinbach, Christopher Potter, 2008, KDD.

A Parallel Algorithm for Multilevel Graph Partitioning and Sparse Matrix Ordering

Vipin Kumar, George Karypis, G. Karypis, 1998, J. Parallel Distributed Comput..

Efficient Algorithms for Creating Product Catalogs

Vipin Kumar, George Karypis, Michael Steinbach, 2000 .

Automated Monitoring Cropland Using Remote Sensing Data: Challenges and Opportunities for Machine Learning pdf

Vipin Kumar, Xiaowei Jia, Ankush Khandelwal, 2019, ArXiv.

Scalable Parallel Algorithms for Sparse Linear Systems

Vipin Kumar, George Karypis, Anshul Gupta, 1997 .

Depth-first vs best-first search

Richard E. Korf, Vipin Kumar, Nageshwara Rao Vempaty, 1991 .

Performance Analysis of MIMO OFDM System Using BPSK QPSK QAM 32 and MSK Modulation Techniques

Vipin Kumar, 2017 .

Expert agreement and content based reranking in a meta search environment using Mearf

Vipin Kumar, George Karypis, B. Uygar Oztekin, 2002, WWW '02.

Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling pdf

Anuj Karpatne, Vipin Kumar, Jordan S. Read, 2017, ArXiv.

Multi-view ensemble learning: an optimal feature set partitioning for high-dimensional data classification

Vipin Kumar, Sonajharia Minz, S. Minz, 2015, Knowledge and Information Systems.

In Silico Investigation into CD8Treg Mediated Recovery in Murine Experimental Autoimmune Encephalomyelitis

Jonathan Timmis, Vipin Kumar, Paul S. Andrews, 2011, ICARIS.

A Framework for Intelligent Backtracking in Logic Programs

Vipin Kumar, Yow-Jian Lin, 1986, FSTTCS.

Parallel Algorithms for Forward and Back Substitution in Direct Solution of Sparse Linear Systems

Vipin Kumar, Anshul Gupta, 1995, SC.

Proceedings of the Second SIAM International Conference on Data Mining, SIAM 2002

Robert L. Grossman, Vipin Kumar, Jiawei Han, 2002 .

Privacy leakage in multi-relational databases: a semi-supervised learning perspective

Hui Xiong, Vipin Kumar, Michael S. Steinbach, 2006, The VLDB Journal.

Unstructured Tree Search on SIMD Parallel Computers

Vipin Kumar, George Karypis, G. Karypis, 1994, IEEE Trans. Parallel Distributed Syst..

An Intelligent Backtracking Scheme for Prolog

Vipin Kumar, Yow-Jian Lin, 1987, SLP.

Declustering and Load-Balancing Methods for Parallelizing Geographic Information Systems

Shashi Shekhar, Vipin Kumar, Sivakumar Ravada, 1998, IEEE Trans. Knowl. Data Eng..

Mining Electronic Health Records: A Survey pdf

Vipin Kumar, Pranjul Yadav, Michael S. Steinbach, 2017, ArXiv.

Recurrent Generative Networks for Multi-Resolution Satellite Data: An Application in Cropland Monitoring

Anuj Karpatne, Vipin Kumar, Xiaowei Jia, 2019, IJCAI.

High Performance Data Mining - Application for Discovery of Patterns in the Global Climate System

Vipin Kumar, 2007, HiPC.

A parallel formulation of informed randomized search for robot motion planning problems

Vipin Kumar, Maria L. Gini, Daniel Boley, 1995, Proceedings of 1995 IEEE International Conference on Robotics and Automation.

Multi-capacity bin packing algorithms with applications to job scheduling under multiple constraints

Vipin Kumar, George Karypis, William Leinberger, 1999, Proceedings of the 1999 International Conference on Parallel Processing.

Predictive Learning in the Presence of Heterogeneity and Limited Training Data

Anuj Karpatne, Vipin Kumar, Ankush Khandelwal, 2014, SDM.

Document Categorization and Query Generation on the World Wide Web Using WebACE

Vipin Kumar, Maria L. Gini, George Karypis, 1999, Artificial Intelligence Review.

Semi-supervised approach to rapid and reliable labeling of large data sets

Vipin Kumar, Zhi-Li Zhang, György J. Simon, 2008, KDD.

Parallelizing a GIS on a Shared Address Space Architecture

Shashi Shekhar, Vipin Kumar, Sivakumar Ravada, 1996, Computer.

Position Paper

Vipin Kumar, 1995, PPSC.

Scalability of Parallel Algorithms for the All-Pairs Shortest-Path Problem

Vipin Kumar, Vineet Singh, Vipin Kumar, 1991, J. Parallel Distributed Comput..

Towards Robust and Discriminative Sequential Data Learning: When and How to Perform Adversarial Training?

Vipin Kumar, Sheng Li, Xiaowei Jia, 2019, KDD.

Integrative Biomarker Discovery for Breast Cancer Metastasis from Gene Expression and Protein Interaction Data Using Error-tolerant Pattern Mining

Vipin Kumar, Rui Kuang, Navneet Rao, 2010, BICoB.

Predictive Models for Integrating Clinical and Genomic Data

Vipin Kumar, Michael S. Steinbach, Sanjoy Dey, 2015, Healthcare Data Analytics.

Exploiting Spatial Autocorrelation to Efficiently Process Correlation-Based Similarity Queries

Yan Huang, Shashi Shekhar, Vipin Kumar, 2003, SSTD.

A Data Quality Ontology for the Secondary Use of EHR Data

Steven G. Johnson, Bonnie L. Westra, Vipin Kumar, 2015, AMIA.

Mining Electronic Health Records: A Survey

Vipin Kumar, Pranjul Yadav, Michael S. Steinbach, 2017, 1702.03222.

Quantitative evaluation of approximate frequent pattern mining algorithms

Vipin Kumar, Michael S. Steinbach, Gang Fang, 2008, KDD.

2015 IEEE International Conference on Big Data, Proceedings

Beng Chin Ooi, Sudarsan Rachuri, Feng Luo, 2015, Big Data 2015.

The Challenges of Clustering High Dimensional Data

Vipin Kumar, Levent Ertoz, Michael Steinbach, 2004 .

Comparative Evaluation of Anomaly Detection Techniques for Sequence Data

Vipin Kumar, Varun Chandola, Varun Mithal, 2008, 2008 Eighth IEEE International Conference on Data Mining.

Optimal Path and Best-Effort Delivery in Wireless Sensor Networks

Vipin Kumar, Sushil Kumar, 2013, ICACNI.

An Integrative Multi-Network and Multi-Classifier Approach to Predict Genetic Interactions

Vipin Kumar, Jun Zhu, Gaurav Pandey, 2010, PLoS Comput. Biol..

Computational Science and Its Applications - ICCSA 2006 (vol. # 3982) : International Conference, Glasgow, UK, May 8-11, 2006, Proceedings, Part III

David Taniar, Antonio Laganà, Marina L. Gavrilova, 2006 .

Adaptive Algorithm for Solving the Load Flow Problem in Distribution System

Vipin Kumar, V. R. Singh, Shubham Swapnil, 2018, J. Intell. Syst..

Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes pdf

Anuj Karpatne, Vipin Kumar, Michael S. Steinbach, 2018, ArXiv.

Depth-First Versus Best-First Search

Richard E. Korf, Vipin Kumar, Nageshwara Rao Vempaty, 1991, AAAI.

A Comparative Study of Classification Techniques for Intrusion Detection

Vipin Kumar, Emmanuel S. Pilli, Sumit Pundir, 2013, 2013 International Symposium on Computational and Business Intelligence.

Association analysis-based transformations for protein interaction networks: a function prediction case study

Vipin Kumar, Michael S. Steinbach, Tushar Garg, 2007, KDD '07.

Correlation Analysis of Spatial Time Series Datasets: A Filter-and-Refine Approach

Yan Huang, Shashi Shekhar, Vipin Kumar, 2003, PAKDD.

Usage Aware PageRank

Vipin Kumar, B. Uygar Oztekin, Levent Ertöz, 2003, WWW.

Scalability of parallel sorting on mesh multicomputers

Vipin Kumar, Gul A. Agha, Vineet Singh, 1991, [1991] Proceedings. The Fifth International Parallel Processing Symposium.

Repartitioning of Adaptive Meshes: Experiments with Multilevel Diffusion

Vipin Kumar, George Karypis, Kirk Schloegel, 1997, Euro-Par.

Integrating knowledge in problem solving search procedures

Vipin Kumar, Vipin Kumar, 1984, ACM '84.

Clustering Dynamic Spatio-Temporal Patterns in The Presence of Noise and Missing Data

Vipin Kumar, Xi C. Chen, James H. Faghmous, 2015, IJCAI.

Data Mining for Scientific and Engineering Applications

Robert L. Grossman, Vipin Kumar, Vipin Kumar, 2001, Massive Computing.

Generalizing the notion of support

Hui Xiong, Vipin Kumar, Pang-Ning Tan, 2004, KDD.

An Intelligent Backtracking Algorithm for Parallel Execution of Logic Programs

Vipin Kumar, Clement H. C. Leung, Yow-Jian Lin, 1986, ICLP.

Predicting Rare Classes: Comparing Two-Phase Rule Induction to Cost-Sensitive Boosting

Vipin Kumar, Ramesh C. Agarwal, Mahesh V. Joshi, 2002, PKDD.

Theory-Guided Data Science for Climate Change

Nagiza F. Samatova, Shashi Shekhar, Vipin Kumar, 2014, Computer.

Load Balancing for Parallel Optimization Techniques

Vipin Kumar, Ananth Grama, 2009, Encyclopedia of Optimization.

Anomaly Detection for Discrete Sequences: A Survey

Vipin Kumar, Varun Chandola, Arindam Banerjee, 2012, IEEE Transactions on Knowledge and Data Engineering.

Message from the conference co-chairs

David B. Skillicorn, Jaideep Srivastava, Vipin Kumar, 2006 .

Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated pairs

Hui Xiong, Shashi Shekhar, Vipin Kumar, 2004, KDD.

Welcome message from the organizers

Beng Chin Ooi, Sudarsan Rachuri, Feng Luo, 2015, Big Data 2015.

Scalability of Parallel Programs

Vipin Kumar, Ananth Grama, 2007, Handbook of Parallel Computing.

Algorithms for Constraint-Satisfaction Problems: A Survey

Vipin Kumar, Vipin Kumar, 1992, AI Mag..

Performance analysis of cognitive radio networks under spectrum sharing using queuing approach

Vipin Kumar, Sonajharia Minz, Vinesh Kumar, 2016, Comput. Electr. Eng..

Discovery of Patterns in Global Earth Science Data Using Data Mining

Vipin Kumar, 2010, PAKDD.

Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction

Nagiza F. Samatova, Vipin Kumar, Alok N. Choudhary, 2011, IJCAI.

Mining Novel Multivariate Relationships in Time Series Data Using Correlation Networks

Vipin Kumar, Snigdhansu Chatterjee, Michael S. Steinbach, 2018, IEEE Transactions on Knowledge and Data Engineering.

Optimizing F-Measure with Support Vector Machines

Vipin Kumar, David R. Musicant, Aysel Ozgur, 2003, FLAIRS Conference.

In silico investigation into dendritic cell regulation of CD8Treg mediated killing of Th1 cells in murine experimental autoimmune encephalomyelitis

Jonathan Timmis, Vipin Kumar, Paul S. Andrews, 2013, BMC Bioinformatics.

Architecture Independent Analysis of Parallel Programs

Vipin Kumar, Sanjay Ranka, Ananth Grama, 2001, International Conference on Computational Science.

Learning large-scale plantation mapping from imperfect annotators

Vipin Kumar, Xiaowei Jia, Ankush Khandelwal, 2016, 2016 IEEE International Conference on Big Data (Big Data).

Memory Management Techniques for Gang Scheduling

Vipin Kumar, George Karypis, William Leinberger, 2000, Euro-Par.

Introduction to Par-allel Computing: Design and Analysis of Parallel Algorithms

Vipin Kumar, Ananth Grama, George Karypis, 1994 .

Scan Detection: A Data Mining Approach

Hui Xiong, Vipin Kumar, György J. Simon, 2006, SDM.

Scalable parallel data mining for association rules

Vipin Kumar, George Karypis, Eui-Hong Han, 1997, SIGMOD '97.

Welcome from the Conference Chairs and Program Chairs

Philip S. Yu, Shusaku Tsumoto, Vipin Kumar, 2002 .