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ORCIDJitendra Kumar 0001
Person information
- affiliation: Oak Ridge National Laboratory, Oak Ridge, TN, USA
Other persons with the same name
- Jitendra Kumar — disambiguation page
- Jitendra Kumar 0002
![[0000-0002-2472-579X]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-2472-579X")
— Indian Institute of Technology Kharagpur, India - Jitendra Kumar 0003 — National Institute of Technology Tiruchirappalli, Department of Computer Applications, India (and 1 more)
- Jitendra Kumar 0004 — Institute for Plasma Research, Gandhinagar, India
- Jitendra Kumar 0005 — Netaji Subhas University of Technology, Dwarka, India
- Jitendra Kumar 0006 — Indian Institute of Technology Dhanbad (Indian School of Mines), India
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Journal Articles
- 2019
[j2]Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman, Amy L. Breen, Colleen M. Iversen:
Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks. Remote. Sens. 11(1): 69 (2019)- 2016
- [j1]Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman, Richard J. Norby, Stan D. Wullschleger, Victoria L. Sloan, Colleen M. Iversen:
Mapping Arctic Plant Functional Type Distributions in the Barrow Environmental Observatory Using WorldView-2 and LiDAR Datasets. Remote. Sens. 8(9): 733 (2016)
Conference and Workshop Papers
- 2022
- [c22]Bharat Sharma, Jitendra Kumar, Auroop R. Ganguly, Forrest M. Hoffman:
Using Image Processing Techniques to Identify and Quantify Spatiotemporal Carbon Cycle Extremes. ICDM (Workshops) 2022: 1136-1143 - 2020
- [c21]Ranjeet Devarakonda, Jitendra Kumar, Giri Prakash:
Clustering-Based Predictive Analytics to Improve Scientific Data Discovery. IEEE BigData 2020: 5658-5661 - [c20]David J. Durden, Stefan Metzger, Housen Chu, Nathan Collier, Kenneth J. Davis, Ankur R. Desai, Jitendra Kumar, William R. Wieder, Min Xu, Forrest M. Hoffman:
Automated Integration of Continental-Scale Observations in Near-Real Time for Simulation and Analysis of Biosphere-Atmosphere Interactions. SMC 2020: 204-225 - 2019
- [c19]Jitendra Kumar, Michael C. Crow, Ranjeet Devarakonda, Michael Giansiracusa, Kavya Guntupally, Joseph V. Olatt, Zach Price, Harold A. Shanafield, Alka Singh:
Provenance-aware workflow for data quality management and improvement for large continuous scientific data streams. IEEE BigData 2019: 3260-3266 - [c18]Ranjeet Devarakonda, Giri Prakash, Kavya Guntupally, Jitendra Kumar:
Big Federal Data Centers Implementing FAIR Data Principles: ARM Data Center Example. IEEE BigData 2019: 6033-6036 - [c17]Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman:
Deep Transfer Learning With Field-Based Measurements for Large Area Classification. ICDM Workshops 2019: 262-269 - [c16]Yuping Lu, Jitendra Kumar:
Convolutional Neural Networks for Hydrometeor Classification using Dual Polarization Doppler Radars. ICDM Workshops 2019: 288-295 - 2018
- [c15]Ranjeet Devarakonda, Michael Giansiracusa, Jitendra Kumar:
Machine Learning and Social Media to Mine and Disseminate Big Scientific Data. IEEE BigData 2018: 5312-5315 - [c14]Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman:
Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets. ICDM Workshops 2018: 770-778 - [c13]Yuping Lu, Jitendra Kumar, Nathan Collier, Bhargavi Krishna, Michael A. Langston:
Detecting Outliers in Streaming Time Series Data from ARM Distributed Sensors. ICDM Workshops 2018: 779-786 - [c12]Richard Tran Mills, Vamsi Sripathi, Jitendra Kumar, Sarat Sreepathi, Forrest M. Hoffman, William W. Hargrove:
Parallel k-Means Clustering of Geospatial Data Sets Using Manycore CPU Architectures. ICDM Workshops 2018: 787-794 - 2017
- [c11]Ranjeet Devarakonda, Michael Giansiracusa, Jitendra Kumar, Harold Shanafield:
Social media based NPL system to find and retrieve ARM data: Concept paper. IEEE BigData 2017: 4736-4737 - [c10]Sarat Sreepathi, Jitendra Kumar, Richard Tran Mills, Forrest M. Hoffman, Vamsi Sripathi, William W. Hargrove:
Parallel Multivariate Spatio-Temporal Clustering of Large Ecological Datasets on Hybrid Supercomputers. CLUSTER 2017: 267-277 - [c9]Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman:
Convolutional Neural Network Approach for Mapping Arctic Vegetation Using Multi-Sensor Remote Sensing Fusion. ICDM Workshops 2017: 322-331 - 2016
- [c8]Giri Prakash, Jitendra Kumar, Everett Neil Rush, Robert Records, Anthony Clodfelter, Jimmy W. Voyles:
HPC infrastructure to support the next-generation ARM facility data operations. IEEE BigData 2016: 4026-4028 - 2015
- [c7]Jitendra Kumar, Jon Weiner, William W. Hargrove, Steven P. Norman, Forrest M. Hoffman, Doug Newcomb:
Characterization and Classification of Vegetation Canopy Structure and Distribution within the Great Smoky Mountains National Park Using LiDAR. ICDM Workshops 2015: 1478-1485 - 2013
- [c6]Richard Tran Mills, Jitendra Kumar, Forrest M. Hoffman, William W. Hargrove, Joseph P. Spruce, Steven P. Norman:
Identification and Visualization of Dominant Patterns and Anomalies in Remotely Sensed Vegetation Phenology Using a Parallel Tool for Principal Components Analysis. ICCS 2013: 2396-2405 - 2012
- [c5]Jitendra Kumar, Bjørn-Gustaf J. Brooks, Peter E. Thornton, Michael C. Dietze:
Sub-daily Statistical Downscaling of Meteorological Variables Using Neural Networks. ICCS 2012: 887-896 - 2011
- [c4]Forrest M. Hoffman, Jay Walter Larson, Richard Tran Mills, Bjørn-Gustaf J. Brooks, Auroop R. Ganguly, William W. Hargrove, Jian Huang, Jitendra Kumar, Ranga Raju Vatsavai:
Data Mining in Earth System Science (DMESS 2011). ICCS 2011: 1450-1455 - [c3]Jitendra Kumar, Richard Tran Mills, Forrest M. Hoffman, William W. Hargrove:
Parallel k-Means Clustering for Quantitative Ecoregion Delineation Using Large Data Sets. ICCS 2011: 1602-1611 - [c2]Richard Tran Mills, Forrest M. Hoffman, Jitendra Kumar, William W. Hargrove:
Cluster Analysis-Based Approaches for Geospatiotemporal Data Mining of Massive Data Sets for Identification of Forest Threats. ICCS 2011: 1612-1621 - 2010
- [c1]Forrest M. Hoffman, Richard Tran Mills, Jitendra Kumar, Srinivasa S. Vulli, William W. Hargrove:
Geospatiotemporal data mining in an early warning system for forest threats in the United States. IGARSS 2010: 170-173
Coauthor Index
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