Manil Maskey

Orcid: 0000-0002-5087-6903

According to our database1, Manil Maskey authored at least 48 papers between 2005 and 2023.

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

Timeline

Legend:

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Online presence:

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Bibliography

2023
DMLR: Data-centric Machine Learning Research - Past, Present and Future.
CoRR, 2023

Leveraging Citizen Science for Flood Extent Detection using Machine Learning Benchmark Dataset.
CoRR, 2023

Foundation Models for Generalist Geospatial Artificial Intelligence.
CoRR, 2023

Observing Supraglacial Lakes Using Deep Learning and Planetscope Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Framework for Large Scale Semantic Similarity Search on Satellite Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Exploring Blockchain to Support Open Science Practices.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

The NASA-ESA-JAXA Earth Observation Dashboard.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Language Model for Earth Science: Exploring Potential Downstream Applications as well as Current Challenges.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Artificial Intelligence Vis-à-Vis Data Systems.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Earthdata Pub: An Enterprise-Wide Solution to Submit Data to NASA's Distributed Active Archive Centers.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Exploring the Use of PlanetScope Data for Particulate Matter Air Quality Research.
Remote. Sens., 2021

On measuring and employing texture directionality for image classification.
Pattern Anal. Appl., 2021

Graph Convolutional Network-Strengthened Topic Modeling for Scientific Papers.
Proceedings of the IEEE International Conference on Smart Data Services, 2021

The Field Campaign Explorer.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Tri-Agency Cooperation to Identify the Impact of COVID-19.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Present and Future Data Visibility and Access of International Virtual SAR Constellation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Augmenting Data Systems with Prediction based Embeddings.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Commercial Smallsat Data Acquisition: Program Update.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Visualizing, Exploring, and Communicating Environmental Effects of COVID-19 Using Earth Observation Dashboard.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

COIVD-19 Impact Monitoring of Economic Activities.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

The COVID-19 Earth Observation Dashboard: A NASA-ESA-JAXA Collaborative Product.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Deepti: Deep-Learning-Based Tropical Cyclone Intensity Estimation System.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Employing Deep Learning to Enable Visual Exploration of Earth Science Events.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Advancing Open Science Through Innovative Data System Solutions: The Joint ESA-NASA Multi-Mission Algorithm and Analysis Platform (MAAP)'s Data Ecosystem.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Applying Deep Learning to Hail Detection: A Case Study.
IEEE Trans. Geosci. Remote. Sens., 2019

Deep feature extraction and its application for hailstorm detection in a large collection of radar images.
Signal Image Video Process., 2019

Machine Learning Lifecycle for Earth Science Application: A Practical Insight into Production Deployment.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Visage - A Visualization and Exploration Framework for Environmental Data.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Building a Data Ecosystem: A New Data Stewardship Paradigm for the Multi-Mission Algorithm and Analysis Platform (MAAP).
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Tropical Cyclone Intensity Estimation Using a Deep Convolutional Neural Network.
IEEE Trans. Image Process., 2018

Detection of transverse cirrus bands in satellite imagery using deep learning.
Comput. Geosci., 2018

The art and science of data curation: Lessons learned from constructing a virtual collection.
Comput. Geosci., 2018

Earth Science Deep Learning: Applications and Lessons Learned.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Neural Network-Powered Cognitive Method of Identifying Semantic Entities in Earth Science Papers.
Proceedings of the 2018 IEEE International Conference on Cognitive Computing, 2018

Facilitating Data-Centric Recommendation in Knowledge Graph.
Proceedings of the 4th IEEE International Conference on Collaboration and Internet Computing, 2018

2017
A relevancy algorithm for curating earth science data around phenomenon.
Comput. Geosci., 2017

A Fine-Grained API Link Prediction Approach Supporting Mashup Recommendation.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017

2016
Exploiting dark information resources to create new value added services to study Earth science phenomena.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
A Measure of Texture Directionality.
Proceedings of the VISAPP 2015, 2015

Directional Texture for Visualization - New Technique and Application Study.
Proceedings of the 19th International Conference on Information Visualisation, 2015

2012
Talkoot: software tool to create collaboratories for earth science.
Earth Sci. Informatics, 2012

2010
Using sensor web protocols for environmental data acquisition and management.
Ecol. Informatics, 2010

2009
GLIDER: A Comprehensive Software Tool to Visualize, Analyze and Mine Satellite Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Using Sensor Web Processes and Protocols to Assimilate Satellite Data into a Forecast Model.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Mining Scientific Data using the Internet as the Computer.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2006
SCOOP Data Management: A Standards-based Distributed System for Coastal Data and Modeling.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2005
Validation of texture measures for cumulus cloud image classification.
Proceedings of the Signal and Image Processing (SIP 2005), 2005

Cumulus Cloud Rendering Techniques.
Proceedings of the Eighth IASTED International Conference on Computer Graphics and Imaging, 2005


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