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Kernel Approximation on a Quantum Annealer for Remote Sensing Regression Tasks

IEEE journal of selected topics in applied earth observations and remote sensing, 2024-01, Vol.17, p.1-9

2024

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A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.1434-1445

2024

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A High-Performance Multispectral Adaptation GAN for Harmonizing Dense Time Series of Landsat-8 and Sentinel-2 Images

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.10134-10146

2021

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Toward the Production of Spatiotemporally Consistent Annual Land Cover Maps Using Sentinel-2 Time Series

IEEE geoscience and remote sensing letters, 2023, Vol.20, p.1-5

2023

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Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing

IEEE geoscience and remote sensing letters, 2022, Vol.19, p.1-5

2022

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Cloud Deep Networks for Hyperspectral Image Analysis

IEEE transactions on geoscience and remote sensing, 2019-12, Vol.57 (12), p.9832-9848

2019

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On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods

IEEE journal of selected topics in applied earth observations and remote sensing, 2015-10, Vol.8 (10), p.4634-4646

2015

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Parallel Computation of Component Trees on Distributed Memory Machines

IEEE transactions on parallel and distributed systems, 2018-11, Vol.29 (11), p.2582-2598

2018

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Automatic Object Detection Using DBSCAN for Counting Intoxicated Flies in the FLORIDA Assay

2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA), 2016, p.746-751

2016

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The Capability of Recurrent Neural Networks to Predict Turbulence Flow via Spatiotemporal Features

2022 IEEE 10th Jubilee International Conference on Computational Cybernetics and Cyber-Medical Systems (ICCC), 2022, p.000335-000338

2022

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A wake loss model asymmetry induced by the circulation of a vertical axis wind turbine

2023 International Conference on Future Energy Solutions (FES), 2023, p.1-5

2023

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Vertical Axis Wind Turbine Powers Telecom Towers: Green and Clean Configuration

2023 6th International Conference on Electrical Engineering and Green Energy (CEEGE), 2023, p.114-118

2023

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Enhancing Training Set Through Multi-Temporal Attention Analysis in Transformers for Multi-Year Land Cover Mapping

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023, p.5411-5414

2023

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Adiabatic Quantum Kitchen Sinks with Parallel Annealing for Remote Sensing Regression Problems

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023, p.784-787

2023

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Facilitating Collaboration in Machine Learning and High-Performance Computing Projects with an Interaction Room

2022 IEEE 18th International Conference on e-Science (e-Science), 2022, p.529-538

2022

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Improving Generalization for Few-Shot Remote Sensing Classification with Meta-Learning

IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, 2022, p.5061-5064

2022

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End-to-End Process Orchestration of Earth Observation Data Workflows with Apache Airflow on High Performance Computing

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023, p.711-714

2023

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Speed-Up of Machine Learning for Sound Localization via High-Performance Computing

2022 26th International Conference on Information Technology (IT), 2022, p.1-4

2022

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Multi-Scale Convolutional SVM Networks for Multi-Class Classification Problems of Remote Sensing Images

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019, p.875-878

2019

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The Influence of Sampling Methods on Pixel-Wise Hyperspectral Image Classification with 3D Convolutional Neural Networks

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018, p.2087-2090

2018

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Practice and Experience in using Parallel and Scalable Machine Learning with Heterogenous Modular Supercomputing Architectures

2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2021, p.76-85

2021

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Scaling Support Vector Machines Towards Exascale Computing for Classification of Large-Scale High-Resolution Remote Sensing Images

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018, p.1792-1795

2018

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Automated Analysis of Remotely Sensed Images Using the Unicore Workflow Management System

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018, p.1128-1131

2018

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Extending the collaborative online visualization and steering framework for computational Grids with attribute-based authorization

2008 9th IEEE/ACM International Conference on Grid Computing, 2008, p.104-111

2008

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A DRMAA-based target system interface framework for UNICORE

12th International Conference on Parallel and Distributed Systems - (ICPADS'06), 2006, Vol.2, p.6 pp.

2006

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Kernel Approximation on a Quantum Annealer for Remote Sensing Regression Tasks

A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification

A High-Performance Multispectral Adaptation GAN for Harmonizing Dense Time Series of Landsat-8 and Sentinel-2 Images

Toward the Production of Spatiotemporally Consistent Annual Land Cover Maps Using Sentinel-2 Time Series

Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing

Cloud Deep Networks for Hyperspectral Image Analysis

On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods

Parallel Computation of Component Trees on Distributed Memory Machines

Automatic Object Detection Using DBSCAN for Counting Intoxicated Flies in the FLORIDA Assay

The Capability of Recurrent Neural Networks to Predict Turbulence Flow via Spatiotemporal Features

A wake loss model asymmetry induced by the circulation of a vertical axis wind turbine

Vertical Axis Wind Turbine Powers Telecom Towers: Green and Clean Configuration

Enhancing Training Set Through Multi-Temporal Attention Analysis in Transformers for Multi-Year Land Cover Mapping

Adiabatic Quantum Kitchen Sinks with Parallel Annealing for Remote Sensing Regression Problems

Facilitating Collaboration in Machine Learning and High-Performance Computing Projects with an Interaction Room

Improving Generalization for Few-Shot Remote Sensing Classification with Meta-Learning

End-to-End Process Orchestration of Earth Observation Data Workflows with Apache Airflow on High Performance Computing

Speed-Up of Machine Learning for Sound Localization via High-Performance Computing

Multi-Scale Convolutional SVM Networks for Multi-Class Classification Problems of Remote Sensing Images

The Influence of Sampling Methods on Pixel-Wise Hyperspectral Image Classification with 3D Convolutional Neural Networks

Practice and Experience in using Parallel and Scalable Machine Learning with Heterogenous Modular Supercomputing Architectures

Scaling Support Vector Machines Towards Exascale Computing for Classification of Large-Scale High-Resolution Remote Sensing Images

Automated Analysis of Remotely Sensed Images Using the Unicore Workflow Management System

Extending the collaborative online visualization and steering framework for computational Grids with attribute-based authorization

A DRMAA-based target system interface framework for UNICORE

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