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Publications of "Vipin Kumar" ( http://dblp.L3S.de/Authors/Vipin_Kumar )

URL (Homepage):  http://www.cs.umn.edu/~kumar/  Author page on DBLP  Author page in RDF  Community of Vipin Kumar in ASPL-2

Publication years (Num. hits)
1979-1987 (16) 1988-1991 (16) 1992-1994 (20) 1995-1996 (16) 1997-1998 (25) 1999 (16) 2000-2001 (19) 2002-2003 (26) 2004-2005 (28) 2006-2007 (19) 2008-2009 (24) 2010-2011 (24) 2012 (21) 2013 (17) 2014 (16) 2015 (19) 2016 (20) 2017 (16) 2018-2019 (24)
Publication types (Num. hits)
article(122) book(3) incollection(11) inproceedings(227) proceedings(19)
Venues (Conferences, Journals, ...)
GrowBag graphs for keyword ? (Num. hits/coverage)

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The graphs summarize 156 occurrences of 106 keywords

Results
Found 383 publication records. Showing 382 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Sushil Kumar 0001, Vipin Kumar, Omprakash Kaiwartya, Upasana Dohare, Neeraj Kumar 0001, Jaime Lloret Towards green communication in wireless sensor network: GA enabled distributed zone approach. Search on Bibsonomy Ad Hoc Networks The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Anuj Karpatne, Imme Ebert-Uphoff, Sai Ravela, Hassan Ali Babaie, Vipin Kumar Machine Learning for the Geosciences: Challenges and Opportunities. Search on Bibsonomy IEEE Trans. Knowl. Data Eng. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Xiaowei Jia, Ankush Khandelwal, Vipin Kumar Automated Monitoring Cropland Using Remote Sensing Data: Challenges and Opportunities for Machine Learning. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Saurabh Agrawal, Saurabh Verma, Anuj Karpatne, Stefan Liess, Snigdhansu Chatterjee, Vipin Kumar A Fast-Optimal Guaranteed Algorithm For Learning Sub-Interval Relationships in Time Series. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Yolanda Gil, Suzanne A. Pierce, Hassan A. Babaie, Arindam Banerjee, Kirk D. Borne, Gary Bust, Michelle Cheatham, Imme Ebert-Uphoff, Carla Gomes, Mary C. Hill, John Horel, Leslie Hsu, Jim Kinter, Craig A. Knoblock, David M. Krum, Vipin Kumar, Pierre Lermusiaux, Yan Liu, Chris North, Victor Pankratius, Shanan Peters, Beth Plale, Allen Pope, Sai Ravela, Juan Restrepo, Aaron J. Ridley, Hanan Samet, Shashi Shekhar Intelligent systems for geosciences: an essential research agenda. Search on Bibsonomy Commun. ACM The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Daniel Garijo, Deborah Khider, Varun Ratnakar, Yolanda Gil, Ewa Deelman, Rafael Ferreira da Silva, Craig A. Knoblock, Yao-Yi Chiang, Minh Pham, Jay Pujara, Binh Vu, Dan Feldman, Rajiv Mayani, Kelly Cobourn, Christopher J. Duffy, Armen Kemanian, Lele Shu, Vipin Kumar, Ankush Khandelwal, Kshitij Tayal, Scott D. Peckham, Maria Stoica, Anna Dabrowski, Daniel Hardesty-Lewis, Suzanne A. Pierce An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models. Search on Bibsonomy IUI Companion The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Xiaowei Jia, Sheng Li 0001, Ankush Khandelwal, Guruprasad Nayak, Anuj Karpatne, Vipin Kumar Spatial Context-Aware Networks for Mining Temporal Discriminative Period in Land Cover Detection. Search on Bibsonomy SDM The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob Zwart, Michael S. Steinbach, Vipin Kumar Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature Profiles. Search on Bibsonomy SDM The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Xiaowei Jia, Guruprasad Nayak, Ankush Khandelwal, Anuj Karpatne, Vipin Kumar Classifying Heterogeneous Sequential Data by Cyclic Domain Adaptation: An Application in Land Cover Detection. Search on Bibsonomy SDM The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Ankur Teredesai, Vipin Kumar, Ying Li, Rómer Rosales, Evimaria Terzi, George Karypis (eds.) Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2019, Anchorage, AK, USA, August 4-8, 2019. Search on Bibsonomy KDD The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Xiaowei Jia, Sheng Li 0001, Handong Zhao, Sungchul Kim, Vipin Kumar Towards Robust and Discriminative Sequential Data Learning: When and How to Perform Adversarial Training? Search on Bibsonomy KDD The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Xiaowei Jia, Mengdie Wang, Ankush Khandelwal, Anuj Karpatne, Vipin Kumar Recurrent Generative Networks for Multi-Resolution Satellite Data: An Application in Cropland Monitoring. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Varun Mithal, Guruprasad Nayak, Ankush Khandelwal, Vipin Kumar, Ramakrishna R. Nemani, Nikunj C. Oza Mapping Burned Areas in Tropical Forests Using a Novel Machine Learning Framework. Search on Bibsonomy Remote Sensing The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Vinod Kumar Singh, Vipin Kumar, Annangarachari Krishnamachari Prediction of replication sites in Saccharomyces cerevisiae genome using DNA segment properties: Multi-view ensemble learning (MEL) approach. Search on Bibsonomy Biosystems The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Vipin Kumar, Shubham Swapnil, V. R. Singh Adaptive Algorithm for Solving the Load Flow Problem in Distribution System. Search on Bibsonomy J. Intelligent Systems The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Chengzhang Zhu, Longbing Cao, Qiang Liu 0004, Jianping Yin, Vipin Kumar Heterogeneous Metric Learning of Categorical Data with Hierarchical Couplings. Search on Bibsonomy IEEE Trans. Knowl. Data Eng. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Xiaowei Jia, Anuj Karpatne, Jared Willard, Michael S. Steinbach, Jordan S. Read, Paul C. Hanson, Hilary A. Dugan, Vipin Kumar Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Saurabh Agrawal, Saurabh Verma, Gowtham Atluri, Anuj Karpatne, Stefan Liess, Angus W. MacDonald III, Snigdhansu Chatterjee, Vipin Kumar Mining Sub-Interval Relationships In Time Series Data. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Saurabh Agrawal, Michael S. Steinbach, Daniel Boley, Snigdhansu Chatterjee, Gowtham Atluri, Anh The Dang, Stefan Liess, Vipin Kumar Mining Novel Multivariate Relationships in Time Series Data Using Correlation Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob Zward, Michael S. Steinbach, Vipin Kumar Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature Profiles. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Pranjul Yadav, Michael S. Steinbach, Vipin Kumar, György J. Simon Mining Electronic Health Records (EHRs): A Survey. Search on Bibsonomy ACM Comput. Surv. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Gowtham Atluri, Anuj Karpatne, Vipin Kumar Spatio-Temporal Data Mining: A Survey of Problems and Methods. Search on Bibsonomy ACM Comput. Surv. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Guruprasad Nayak, Varun Mithal, Xiaowei Jia, Vipin Kumar Classifying Multivariate Time Series by Learning Sequence-level Discriminative Patterns. Search on Bibsonomy SDM The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Jia Li, Mengdie Wang, Michael S. Steinbach, Vipin Kumar, György J. Simon Don't Do Imputation: Dealing with Informative Missing Values in EHR Data Analysis. Search on Bibsonomy ICBK The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Varun Chandola, Arindam Banerjee, Vipin Kumar Active Learning. Search on Bibsonomy Encyclopedia of Machine Learning and Data Mining The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Vipin Kumar, Sapna Arora Narula Social Networking Analysis of Renewable Energy Research in India. Search on Bibsonomy J. Sci. Res. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Anuj Karpatne, Gowtham Atluri, James H. Faghmous, Michael S. Steinbach, Arindam Banerjee, Auroop R. Ganguly, Shashi Shekhar, Nagiza F. Samatova, Vipin Kumar Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data. Search on Bibsonomy IEEE Trans. Knowl. Data Eng. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Varun Mithal, Guruprasad Nayak, Ankush Khandelwal, Vipin Kumar, Nikunj C. Oza, Ramakrishna R. Nemani RAPT: Rare Class Prediction in Absence of True Labels. Search on Bibsonomy IEEE Trans. Knowl. Data Eng. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Xiaowei Jia, Ankush Khandelwal, Anuj Karpatne, Vipin Kumar Discovery of Shifting Patterns in Sequence Classification. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Anuj Karpatne, William Watkins, Jordan S. Read, Vipin Kumar Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Pranjul Yadav, Michael S. Steinbach, Vipin Kumar, György J. Simon Mining Electronic Health Records: A Survey. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Anuj Karpatne, Imme Ebert-Uphoff, Sai Ravela, Hassan Ali Babaie, Vipin Kumar Machine Learning for the Geosciences: Challenges and Opportunities. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Gowtham Atluri, Anuj Karpatne, Vipin Kumar Spatio-Temporal Data Mining: A Survey of Problems and Methods. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Ankush Khandelwal, Anuj Karpatne, Vipin Kumar ORBIT: Ordering Based Information Transfer Across Space and Time for Global Surface Water Monitoring. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Xiaowei Jia, Ankush Khandelwal, Guruprasad Nayak, James Gerber, Kimberly Carlson, Paul C. West, Vipin Kumar Predict Land Covers with Transition Modeling and Incremental Learning. Search on Bibsonomy SDM The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Anuj Karpatne, Vipin Kumar Big Data in Climate: Opportunities and Challenges for Machine Learning. Search on Bibsonomy KDD The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Xiaowei Jia, Ankush Khandelwal, Guruprasad Nayak, James Gerber, Kimberly Carlson, Paul C. West, Vipin Kumar Incremental Dual-memory LSTM in Land Cover Prediction. Search on Bibsonomy KDD The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Saurabh Agrawal, Gowtham Atluri, Anuj Karpatne, William Haltom, Stefan Liess, Snigdhansu Chatterjee, Vipin Kumar Tripoles: A New Class of Relationships in Time Series Data. Search on Bibsonomy KDD The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Xiaowei Jia, Yifan Hu, Ankush Khandelwal, Anuj Karpatne, Vipin Kumar Joint sparse auto-encoder: A semi-supervised spatio-temporal approach in mapping large-scale croplands. Search on Bibsonomy BigData The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Wonsuk Oh, Pranjul Yadav, Vipin Kumar, Pedro J. Caraballo, M. Regina Castro, Michael S. Steinbach, György J. Simon Estimating Disease Onset Time by Modeling Lab Result Trajectories via Bayes Networks. Search on Bibsonomy ICHI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Vipin Kumar, Sushil Kumar 0001 Energy balanced position-based routing for lifetime maximization of wireless sensor networks. Search on Bibsonomy Ad Hoc Networks The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Wonsuk Oh, Era Kim, M. Regina Castro, Pedro J. Caraballo, Vipin Kumar, Michael S. Steinbach, György J. Simon Type 2 Diabetes Mellitus Trajectories and Associated Risks. Search on Bibsonomy Big Data The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Catherine H. Olson, Sanjoy Dey, Vipin Kumar, Karen A. Monsen, Bonnie L. Westra Clustering of elderly patient subgroups to identify medication-related readmission risks. Search on Bibsonomy I. J. Medical Informatics The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Vipin Kumar, Sonajharia Minz Multi-view ensemble learning: an optimal feature set partitioning for high-dimensional data classification. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Gowtham Atluri, Angus W. MacDonald III, Kelvin O. Lim, Vipin Kumar The Brain-Network Paradigm: Using Functional Imaging Data to Study How the Brain Works. Search on Bibsonomy IEEE Computer The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Vinesh Kumar, Sonajharia Minz, Vipin Kumar Performance analysis of cognitive radio networks under spectrum sharing using queuing approach. Search on Bibsonomy Computers & Electrical Engineering The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Vipin Kumar, Sushil Kumar 0001 Position-Based Beaconless Routing in Wireless Sensor Networks. Search on Bibsonomy Wireless Personal Communications The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Ulrich 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 V. Voevodin, Barbara I. Wohlmuth, Carol S. Woodward Research and Education in Computational Science and Engineering. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Pranjul Yadav, Lisiane Pruinelli, Alexander Hoff, Michael S. Steinbach, Bonnie L. Westra, Vipin Kumar, György J. Simon Causal Inference in Observational Data. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Anuj Karpatne, Gowtham Atluri, James H. Faghmous, Michael S. Steinbach, Arindam Banerjee, Auroop R. Ganguly, Shashi Shekhar, Nagiza F. Samatova, Vipin Kumar Theory-guided Data Science: A New Paradigm for Scientific Discovery. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Naoki Abe, Yiqun Xie, Shashi Shekhar, Chid Apté, Vipin Kumar, Mitch Tuinstra, Ranga Raju Vatsavai Data Science for Food, Energy and Water: A Workshop Report. Search on Bibsonomy SIGKDD Explorations The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Anuj Karpatne, Ankush Khandelwal, Xi Chen, Varun Mithal, James H. Faghmous, Vipin Kumar Global Monitoring of Inland Water Dynamics: State-of-the-Art, Challenges, and Opportunities. Search on Bibsonomy Computational Sustainability The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Xi 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. Search on Bibsonomy SDM The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Soumyadeep Chatterjee, Stefan Liess, Arindam Banerjee, Vipin Kumar Understanding Dominant Factors for Precipitation over the Great Lakes Region. Search on Bibsonomy AAAI The full citation details ... 2016 DBLP  BibTeX  RDF
1Lisiane Pruinelli, Pranjul Yadav, Andrew Hangsleben, Jakob Johnson, Sanjoy Dey, Maribet C. McCarty, Vipin Kumar, Connie White-Delaney, Michael S. Steinbach, Bonnie L. Westra, György J. Simon A Data Mining Approach to Determine Sepsis Guideline Impact on Inpatient Mortality and Complications. Search on Bibsonomy CRI The full citation details ... 2016 DBLP  BibTeX  RDF
1Xiaowei 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. Search on Bibsonomy BigData The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Xiaowei Jia, Ankush Khandelwal, James Gerber, Kimberly Carlson, Paul C. West, Vipin Kumar Learning large-scale plantation mapping from imperfect annotators. Search on Bibsonomy BigData The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Vipin Kumar Big Data in Climate: Opportunities and Challenges for Machine Learning. Search on Bibsonomy SIGIR The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Mandar 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. Search on Bibsonomy ADMA The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Steven G. Johnson, Stuart M. Speedie, György J. Simon, Vipin Kumar, Bonnie L. Westra Quantifying the Effect of Data Quality on the Correctness of an eMeasure. Search on Bibsonomy AMIA The full citation details ... 2016 DBLP  BibTeX  RDF
1Nicholas Johnson 0001, Huanan Zhang, Gang Fang, Vipin Kumar, Rui Kuang SubPatCNV: approximate subspace pattern mining for mapping copy-number variations. Search on Bibsonomy BMC Bioinformatics The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1James H. Faghmous, Vipin Kumar, Shashi Shekhar Computing and Climate. Search on Bibsonomy Computing in Science and Engineering The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Longbing Cao, Philip S. Yu, Vipin Kumar Nonoccurring Behavior Analytics: A New Area. Search on Bibsonomy IEEE Intelligent Systems The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Sanjoy Dey, Rohit Gupta 0003, Michael S. Steinbach, Vipin Kumar Predictive Models for Integrating Clinical and Genomic Data. Search on Bibsonomy Healthcare Data Analytics The full citation details ... 2015 DBLP  BibTeX  RDF
1Gonzalo 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. Search on Bibsonomy ECML/PKDD (2) The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Xi C. Chen, Vipin Kumar, James H. Faghmous Online Change Detection Algorithm for Noisy Time-Series: An Application Tonear-Real Time Burned Area Mapping. Search on Bibsonomy ICDM Workshops The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Ankush Khandelwal, Varun Mithal, Vipin Kumar Post Classification Label Refinement Using Implicit Ordering Constraint Among Data Instances. Search on Bibsonomy ICDM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Anuj Karpatne, Vipin Kumar Building Predictive Models for Noisy and Heterogeneous Data: An Application in Global Monitoring of Inland Water Dynamics. Search on Bibsonomy ICDM Workshops The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Pranjul Yadav, Michael S. Steinbach, Lisiane Pruinelli, Bonnie L. Westra, Connie Delaney, Vipin Kumar, György J. Simon Forensic Style Analysis with Survival Trajectories. Search on Bibsonomy ICDM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Anuj Karpatne, Vipin Kumar Adaptive Heterogeneous Ensemble Learning Using the Context of Test Instances. Search on Bibsonomy ICDM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Anuj Karpatne, Ankush Khandelwal, Vipin Kumar Ensemble Learning Methods for Binary Classification with Multi-modality within the Classes. Search on Bibsonomy SDM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Kai Zhang 0001, Qiaojun Wang, Zhengzhang Chen, Ivan Marsic, Vipin Kumar, Guofei Jiang, Jie Zhang 0012 From Categorical to Numerical: Multiple Transitive Distance Learning and Embedding. Search on Bibsonomy SDM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Karthik Subbian, Charu C. Aggarwal, Jaideep Srivastava, Vipin Kumar Rare Class Detection in Networks. Search on Bibsonomy SDM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Xi C. Chen, James H. Faghmous, Ankush Khandelwal, Vipin Kumar Clustering Dynamic Spatio-Temporal Patterns in The Presence of Noise and Missing Data. Search on Bibsonomy IJCAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Vipin Kumar, Sonajharia Minz Multi-view Ensemble Learning: A Supervised Feature Set Partitioning for High Dimensional Data Classification. Search on Bibsonomy WCI The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Sanjoy Dey, Katherine Hauwiller, Pranjul Yadav, Michael S. 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. Search on Bibsonomy AMIA The full citation details ... 2015 DBLP  BibTeX  RDF
1Steven G. Johnson, Stuart M. Speedie, György J. Simon, Vipin Kumar, Bonnie L. Westra A Data Quality Ontology for the Secondary Use of EHR Data. Search on Bibsonomy AMIA The full citation details ... 2015 DBLP  BibTeX  RDF
1Lisiane Pruinelli, Pranjul Yadav, Andrew Hangsleben, Kevin Schiroo, Sanjoy Dey, György J. Simon, Maribet C. McCarty, Vipin Kumar, Connie White-Delaney, Michael S. Steinbach, Bonnie L. Westra Clustering Health Data to Discover EBP Interventions for Sepsis Prevention and Treatment for Health Disparities. Search on Bibsonomy AMIA The full citation details ... 2015 DBLP  BibTeX  RDF
1Vinesh Teotia, Vipin Kumar, Sonajharia Minz Conflict Graph Based Channel Allocation in Cognitive Radio Networks. Search on Bibsonomy SRDS Workshop The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Varun Chandola, Varun Mithal, Vipin Kumar A reference based analysis framework for understanding anomaly detection techniques for symbolic sequences. Search on Bibsonomy Data Min. Knowl. Discov. The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1James H. Faghmous, Vipin Kumar A Big Data Guide to Understanding Climate Change: The Case for Theory-Guided Data Science. Search on Bibsonomy Big Data The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1James H. Faghmous, Arindam Banerjee, Shashi Shekhar, Michael S. Steinbach, Vipin Kumar, Auroop R. Ganguly, Nagiza F. Samatova Theory-Guided Data Science for Climate Change. Search on Bibsonomy IEEE Computer The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Karthik Kambatla, Giorgios Kollias, Vipin Kumar, Ananth Grama Trends in big data analytics. Search on Bibsonomy J. Parallel Distrib. Comput. The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Vipin Kumar, Sonajharia Minz Feature Selection: A literature Review. Search on Bibsonomy Smart CR The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Vipin Kumar, Sonajharia Minz Multi-Objective Particle Swarm Optimization: An Introduction. Search on Bibsonomy Smart CR The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Michael S. Steinbach, Sean Landman, Vipin Kumar, Haoyu Yu Identification of co-occurring insertions in cancer genomes using association analysis. Search on Bibsonomy IJDMB The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Xi C. Chen, Abdullah Mueen, Vijay K. Narayanan, Nikos Karampatziakis, Gagan Bansal, Vipin Kumar Online Discovery of Group Level Events in Time Series. Search on Bibsonomy SDM The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Gowtham Atluri, Michael S. Steinbach, Kelvin O. Lim, Angus W. MacDonald III, Vipin Kumar Discovering Groups of Time Series with Similar Behavior in Multiple Small Intervals of Time. Search on Bibsonomy SDM The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Anuj Karpatne, Ankush Khandelwal, Shyam Boriah, Vipin Kumar Predictive Learning in the Presence of Heterogeneity and Limited Training Data. Search on Bibsonomy SDM The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Sanjoy Dey, György J. Simon, Bonnie L. Westra, Michael S. Steinbach, Vipin Kumar Mining Interpretable and Predictive Diagnosis Codes from Multi-source Electronic Health Records. Search on Bibsonomy SDM The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Steve 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. Search on Bibsonomy SDM The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1James H. Faghmous, Hung Nguyen, Matthew Le, Vipin Kumar Spatio-Temporal Consistency as a Means to Identify Unlabeled Objects in a Continuous Data Field. Search on Bibsonomy AAAI The full citation details ... 2014 DBLP  BibTeX  RDF
1Satish Mohanty, Karunesh Kumar Gupta, Kota Solomon Raju, Vikrant Mishra, Vipin Kumar, P. Bhanu Prasad Characterization of wireless accelerometer sensor and its industrial applications. Search on Bibsonomy NCC The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Lisiane Pruinelli, Sanjoy Dey, György J. Simon, Pranjul Yadav, Andrew Hangsleben, Katherine Hauwiller, Vipin Kumar, Connie White-Delaney, Michael S. Steinbach, Bonnie L. Westra Data Mining Methodologies to Discover Best practices for Diabetic Patients with Health Disparities. Search on Bibsonomy AMIA The full citation details ... 2014 DBLP  BibTeX  RDF
1Vanja Paunic, Michael S. Steinbach, Abeer Madbouly, Vipin Kumar Amb-EM: a SNP-based prediction of HLA alleles using ambiguous HLA data. Search on Bibsonomy BCB The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Richard B. Greaves, Mark Read 0001, 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. Search on Bibsonomy Biosystems The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Richard Alun Williams, Richard B. Greaves, Mark Read 0001, 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. Search on Bibsonomy BMC Bioinformatics The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Jaya Kawale, Stefan Liess, Arjun Kumar, Michael S. 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. Search on Bibsonomy Statistical Analysis and Data Mining The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Vikas Sharma, Harish Dureja, Vipin Kumar Computation of models for prediction of blood brain barrier permeability using molecular descriptors. Search on Bibsonomy J. Comput. Meth. in Science and Engineering The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Anuj Karpatne, James H. Faghmous, Jaya Kawale, Luke Styles, Mace Blank, Varun Mithal, Xi C. Chen, Ankush Khandelwal, Shyam Boriah, Karsten Steinhaeuser, Michael S. Steinbach, Vipin Kumar, Stefan Liess Earth Science Applications of Sensor Data. Search on Bibsonomy Managing and Mining Sensor Data The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
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