Budhendra L. Bhaduri

Orcid: 0000-0003-1555-1377

Affiliations:
  • Oak Ridge National Laboratory, TN, USA


According to our database1, Budhendra L. Bhaduri authored at least 55 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
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PhD thesis 
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Online presence:

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Bibliography

2024
A five-year milestone: reflections on advances and limitations in GeoAI research.
Ann. GIS, January, 2024

2020
Correction to: Impacts of High Resolution Data on Traveler Compliance Levels in Emergency Evacuation Simulations.
Int. J. Intell. Transp. Syst. Res., 2020

GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond.
Int. J. Geogr. Inf. Sci., 2020

Electricity consumption patterns within cities: application of a data-driven settlement characterization method.
Int. J. Digit. Earth, 2020

2019
GeoAI at ACM SIGSPATIAL: progress, challenges, and future directions.
ACM SIGSPATIAL Special, 2019

Mapping near-real-time power outages from social media.
Int. J. Digit. Earth, 2019

2018
Building Extraction at Scale Using Convolutional Neural Network: Mapping of the United States.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Domain-Adapted Convolutional Networks for Satellite Image Classification: A Large-Scale Interactive Learning Workflow.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Multilevel Semantic Labeling of Mobile Homes from Overhead Imagery.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

WebGIobe - A cloud-based geospatial analysis framework for interacting with climate data.
Proceedings of the 7th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2018

2017
Population Distribution During the Day.
Proceedings of the Encyclopedia of GIS., 2017

New questions and a changing focus in advanced VGI research.
Trans. GIS, 2017

Impacts of High Resolution Data on Traveler Compliance Levels in Emergency Evacuation Simulations.
Int. J. Intell. Transp. Syst. Res., 2017

Hashed Binary Search Sampling for Convolutional Network Training with Large Overhead Image Patches.
CoRR, 2017

Exploiting Convolutional Representations for Multiscale Human Settlement Detection.
CoRR, 2017

Hashed binary search sampling for convolutional network training with large overhead image patches.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Exploiting convolutional representations for multiscale human settlement detection: Preliminary results.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Curating Transient Population in Urban Dynamics System.
CoRR, 2016

Big data as a service from an urban information system.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2016

Exploiting mobile phone data for multi-category land use classification in Africa.
Proceedings of the 2nd ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics, 2016

Large-scale solar panel mapping from aerial images using deep convolutional networks.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Enhancing Disaster Management: Development of a Spatial Database of Day Care Centers in the USA.
ISPRS Int. J. Geo Inf., 2015

An interactive ontology-driven information system for simulating background radiation and generating scenarios for testing special nuclear materials detection algorithms.
Eng. Appl. Artif. Intell., 2015

Where does computational modeling of climate-induced migration stand and what challenges still need to be overcome.
Proceedings of the 2015 Winter Simulation Conference, 2015

PlanetSense: a real-time streaming and spatio-temporal analytics platform for gathering geo-spatial intelligence from open source data.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

2014
Emerging trends in monitoring landscapes and energy infrastructures with big spatial data.
ACM SIGSPATIAL Special, 2014

Data driven approach for high resolution population distribution and dynamics models.
Proceedings of the 2014 Winter Simulation Conference, 2014

BioenergyKDF: enabling spatiotemporal data synthesis and research collaboration.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

2013
CyberGIS software: a synthetic review and integration roadmap.
Int. J. Geogr. Inf. Sci., 2013

2012
Validation tests of an improved kernel density estimation method for identifying disease clusters.
J. Geogr. Syst., 2012

2011
A hybrid classification scheme for mining multisource geospatial data.
GeoInformatica, 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

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

iGlobe: an interactive visualization and analysis framework for geospatial data.
Proceedings of the 2nd International Conference and Exhibition on Computing for Geospatial Research & Application, 2011

NSDI: Tower of Babel aspiring to lingua franca.
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

Estimating the effect of biofuel on land cover change using multi-year MODIS land cover data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Using Time Series Segmentation for Deriving Vegetation Phenology Indices from MODIS NDVI Data.
Proceedings of the ICDMW 2010, 2010

Emerging geospatial science and technology for sustainable bioenergy.
Proceedings of the 1st International Conference and Exhibition on Computing for Geospatial Research & Application, 2010

Development of high resolution population and social dynamics models and databases.
Proceedings of the 1st International Conference and Exhibition on Computing for Geospatial Research & Application, 2010

2009
The Effects of Quality Control on Decreasing Error Propagation in the LandScan USA Population Distribution Model: A Case Study of Philadelphia County.
Trans. GIS, 2009

A global poverty map derived from satellite data.
Comput. Geosci., 2009

2008
Population Distribution During the Day.
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

Rapid Damage Assessment from High Resolution Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Sub-class Recognition from Aggregate Class Labels: Preliminary Results.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

A Semi-supervised Learning Algorithm for Recognizing Sub-classes.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

*Miner: a spatial and spatiotemporal data mining system.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

Detecting multiple moving objects in crowded environments with coherent motion regions.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Overhead image statistics.
Proceedings of the 37th IEEE Applied Imagery Pattern Recognition Workshop, 2008

2007
High resolution urban feature extraction for global population mapping using high performance computing.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Spatio-temporal Conceptual Schema Development for Wide-Area Sensor Networks.
Proceedings of the GeoSpatial Semantics, Second International Conference, 2007

2006
Estimating Small-Area Populations by Age and Sex Using Spatial Interpolation and Statistical Inference Methods.
Trans. GIS, 2006

2005
Large-Scale Geospatial Indexing for Image-Based Retrieval and Analysis.
Proceedings of the Advances in Visual Computing, First International Symposium, 2005


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