Ranga Raju Vatsavai
Orcid: 0000-0002-7083-0267Affiliations:
- North Carolina State University, Raleigh, NC, USA
- Oak Ridge National Laboratory (former)
According to our database1,
Ranga Raju Vatsavai
authored at least 129 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Multi-spectral Gradient Residual Network for Haze Removal in Multi-sensor Remote Sensing Imagery.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024
2023
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Harmonization-guided deep residual network for imputing under clouds with multi-sensor satellite imagery.
Proceedings of the 18th International Symposium on Spatial and Temporal Data, 2023
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Persona-Coded Poly-Encoder: Persona-Guided Multi-Stream Conversational Sentence Scoring.
Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023
Context Retrieval via Normalized Contextual Latent Interaction for Conversational Agent.
Proceedings of the IEEE International Conference on Data Mining, 2023
Q-learning Based Simulation Tool for Studying Effectiveness of Dynamic Application of Fertilizer on Crop Productivity.
Proceedings of the 11th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2023
2022
The 10th ACM SIGSPATIAL International Workshop on Analytics for Big Spatial Data (BigSpatial 2022).
ACM SIGSPATIAL Special, November, 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Deep Residual Network with Multi-Image Attention for Imputing Under Clouds in Satellite Imagery.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Multi-stream Deep Residual Network for Cloud Imputation Using Multi-resolution Remote Sensing Imagery.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
2021
Proceedings of the 2021 International Conference on Data Mining, 2021
A Scalable System for Searching Large-scale Multi-sensor Remote Sensing Image Collections.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
The 9th ACM SIGSPATIAL International Workshop on Analytics for Big Spatial Data (BigSpatial 2020): November 3, 2020.
ACM SIGSPATIAL Special, 2020
Consistency Regularization with Generative Adversarial Networks for Semi-Supervised Image Classification.
CoRR, 2020
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020
Multimodal Deep Learning Based Crop Classification Using Multispectral and Multitemporal Satellite Imagery.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the BIGSPATIAL '20: Proceedings of the 9th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2020
2019
The Eighth ACM SIGSPATIAL International Workshop on Analysis for Big Spatial Data: Chicago, IL, USA - November 5, 2019.
ACM SIGSPATIAL Special, 2019
Stat. Anal. Data Min., 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Classification Performance Evaluation of Deep Learning Architectures for Complex Object Based Facility Recognition.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Scalable Data Parallel Approaches to Anomaly Detection in Climate Data using Gaussian Processes.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Evaluating Performance of Deep Neural Networks for Crop Classification and Complex Facility Recognition.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Proceedings of the 8th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2019
2018
The seventh ACM SIGSPATIAL international workshop on analysis for big spatial data seattle, wa, USA - November 6, 2018.
ACM SIGSPATIAL Special, 2018
Machine Learning Approaches for Slum Detection Using Very High Resolution Satellite Images.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
Proceedings of the 10th International Conference on Geographic Information Science, 2018
FUTURES-DPE: towards dynamic provisioning and execution of geosimulations in HPC environments.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018
Proceedings of the 7th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2018
2017
Proceedings of the Encyclopedia of GIS., 2017
Semantics-Enabled Framework for Spatial Image Information Mining of Linked Earth Observation Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
The Sixth ACM SIGSPATIAL International Workshop on Analysis for Big Spatial Data: Redondo Beach, CA, USA - November 7, 2017.
ACM SIGSPATIAL Special, 2017
Graph-based semi-supervised classification on very high resolution remote sensing images.
Int. J. Big Data Intell., 2017
Proceedings of the In Situ Infrastructures on Enabling Extreme-Scale Analysis and Visualization, 2017
Semi-supervised deep generative models for change detection in very high resolution imagery.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017
Parallel Processing over Spatial-Temporal Datasets from Geo, Bio, Climate and Social Science Communities: A Research Roadmap.
Proceedings of the 2017 IEEE International Congress on Big Data, 2017
2016
Proceedings of the International Conference on Computational Science 2016, 2016
Proceedings of the International Conference on Computational Science 2016, 2016
Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, 2016
Proceedings of the Geographic Information Science - 9th International Conference, 2016
Proceedings of the 5th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2016
Scalable nearest neighbor based hierarchical change detection framework for crop monitoring.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
A Scalable Probabilistic Change Detection Algorithm for Very High Resolution (VHR) Satellite Imagery.
Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016
2015
The Third ACM SIGSPATIAL International Workshop on Analysis for Big Spatial Data Dallas, Texas, USA - November 4, 2014.
ACM SIGSPATIAL Special, 2015
Multitemporal data mining: From biomass monitoring to nuclear proliferation detection.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015
Scalable Machine Learning Approaches for Neighborhood Classification Using Very High Resolution Remote Sensing Imagery.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015
2014
BigSpatial-2013 workshop report: 2nd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data (BigSpatial-2013): Nov 5, 2013, Orlando, Florida, USA.
ACM SIGSPATIAL Special, 2014
Emerging trends in monitoring landscapes and energy infrastructures with big spatial data.
ACM SIGSPATIAL Special, 2014
An efficient computational framework for labeling large scale spatiotemporal remote sensing datasets.
Proceedings of the Seventh International Conference on Contemporary Computing, 2014
2013
Gaussian multiple instance learning approach for mapping the slums of the world using very high resolution imagery.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Multi-sensor Remote Sensing Image Change Detection: An Evaluation of Similarity Measures.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2013
2012
Image Based Characterization of Formal and Informal Neighborhoods in an Urban Landscape.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Highlights on ACM HPDGIS 2011: the Second International ACM SIGSPATIAL Workshop on High Performance and Distributed Geographic Information Systems (HPDGIS) 2011: (Chicago, Illinois - November 1, 2011).
ACM SIGSPATIAL Special, 2012
Probabilistic Change Detection Framework for Analyzing Settlement Dynamics Using Very High-resolution Satellite Imagery.
Proceedings of the International Conference on Computational Science, 2012
Proceedings of the 2012 SC Companion: High Performance Computing, 2012
Bias Selection Using Task-Targeted Random Subspaces for Robust Application of Graph-Based Semi-supervised Learning.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
Rapid Damage eXplorer (RDX): A Probabilistic Framework for Learning Changes from Bitemporal Images.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
Spatiotemporal data mining in the era of big spatial data: algorithms and applications.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2012
Proceedings of the 3rd International Conference on Computing for Geospatial Research and Application, 2012
Proceedings of the 3rd International Conference on Computing for Geospatial Research and Application, 2012
Proceedings of the Die Dynamik sozialer und sprachlicher Netzwerke, 2012
2011
HPDGIS 2010 workshop report: ACM SIGSPATIAL International Workshop on High Performance and Distributed Geographic Information Systems (San Jose, California - November 2, 2010).
ACM SIGSPATIAL Special, 2011
Stat. Anal. Data Min., 2011
Proceedings of the International Conference on Computational Science, 2011
Proceedings of the International Conference on Computational Science, 2011
GeoInformatica, 2011
A Gaussian Process Based Online Change Detection Algorithm for Monitoring Periodic Time Series.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
Proceedings of the second workshop on Scalable algorithms for large-scale systems, 2011
Rapid damage assessment using high-resolution remote sensing imagery: Tools and techniques.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Verification & validation of a semantic image tagging framework via generation of geospatial imagery ground truth.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
Machine learning approaches for high-resolution urban land cover classification: a comparative study.
Proceedings of the 2nd International Conference and Exhibition on Computing for Geospatial Research & Application, 2011
Proceedings of the 2nd International Conference and Exhibition on Computing for Geospatial Research & Application, 2011
2010
Geospatial image mining for nuclear proliferation detection: Challenges and new opportunities.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Semantic information extraction from multispectral geospatial imagery via a flexible framework.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Unsupervised Semantic Labeling Framework for Identification of Complex Facilities in High-Resolution Remote Sensing Images.
Proceedings of the ICDMW 2010, 2010
Using Time Series Segmentation for Deriving Vegetation Phenology Indices from MODIS NDVI Data.
Proceedings of the ICDMW 2010, 2010
Proceedings of the 1st International Conference and Exhibition on Computing for Geospatial Research & Application, 2010
Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010
Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010
Proceedings of the 39th IEEE Applied Imagery Pattern Recognition Workshop, 2010
Proceedings of the 39th IEEE Applied Imagery Pattern Recognition Workshop, 2010
2009
Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data, 2009
Spatially Adaptive Classification and Active Learning of Multispectral Data with Gaussian Processes.
Proceedings of the ICDM Workshops 2009, 2009
Proceedings of the Computational Science, 2009
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009
2008
Proceedings of the Encyclopedia of GIS., 2008
A Learning Scheme for Recognizing Sub-classes from Model Trained on Aggregate Classes.
Proceedings of the Structural, 2008
*Miner: A Suit of Classifiers for Spatial, Temporal, Ancillary, and Remote Sensing Data Mining.
Proceedings of the Fifth International Conference on Information Technology: New Generations (ITNG 2008), 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008
Proceedings of the 37th IEEE Applied Imagery Pattern Recognition Workshop, 2008
Proceedings of the Next Generation of Data Mining., 2008
2007
Int. J. Parallel Emergent Distributed Syst., 2007
2006
Proceedings of the 7th IEEE International Workshop on Policies for Distributed Systems and Networks (POLICY 2006), 2006
UMN-MapServer: A High-Performance, Interoperable, and Open Source Web Mapping and Geo-spatial Analysis System.
Proceedings of the Geographic Information Science, 4th International Conference, 2006
Proceedings of the Advances in Database Technology, 2006
2005
Proceedings of the 6th IEEE International Workshop on Policies for Distributed Systems and Networks (POLICY 2005), 2005
Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005), 2005
Proceedings of the Second International Conference on Autonomic Computing (ICAC 2005), 2005
Proceedings of the Second International Conference on Autonomic Computing (ICAC 2005), 2005
2004
Comparing Exact and Approximate Spatial Auto-regression Model Solutions for Spatial Data Analysis.
Proceedings of the Geographic Information Science, Third International Conference, 2004
Navigation Systems: A Spatial Database Perspective.
Proceedings of the Location-Based Services, 2004
2002
IEEE Trans. Multim., 2002
2001
An efficient query strategy for integrated Remote Sensing and inventory (Spatial) Databases.
Proceedings of the 13th International Conference on Scientific and Statistical Database Management, 2001
Proceedings of the ACM-GIS 2001, 2001
2000
A Web-based browsing and spatial analysis system for regional natural resource analysis and mapping.
Proceedings of the ACM-GIS 2000, 2000
1999
Spatial Pictogram Enhanced Conceptual Data Models and Their Translation to Logical Data Models.
Proceedings of the Integrated Spatial Databases, Digital Inages and GIS, 1999