Morris Riedel
Orcid: 0000-0003-1810-9330
According to our database1,
Morris Riedel
authored at least 109 papers
between 2004 and 2024.
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Bibliography
2024
Distributed hybrid quantum-classical performance prediction for hyperparameter optimization.
Quantum Mach. Intell., December, 2024
Sen4Map: Advancing Mapping With Sentinel-2 by Providing Detailed Semantic Descriptions and Customizable Land-Use and Land-Cover Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Resource-Adaptive Successive Doubling for Hyperparameter Optimization with Large Datasets on High-Performance Computing Systems.
CoRR, 2024
IEEE Access, 2024
Proceedings of the 30th ACM Symposium on Virtual Reality Software and Technology, 2024
Automated Processing of Pipelines Managing Now- and Forecasting of Infectious Diseases.
Proceedings of the 47th MIPRO ICT and Electronics Convention, 2024
Supporting Seismic Data Survey Design Through the Integration of Satellite-Based Land Cover Maps.
Proceedings of the IGARSS 2024, 2024
Enhancing Land Cover Mapping: A Novel Automatic Approach To Improve Mixed Spectral Pixel Classification.
Proceedings of the IGARSS 2024, 2024
Proceedings of the IGARSS 2024, 2024
2023
Large scale performance analysis of distributed deep learning frameworks for convolutional neural networks.
J. Big Data, December, 2023
Buckling Assessment in the Dynamics Mechanisms, Stewart Platform Case Study: In the Context of Loads and Joints, Deflection Positions Gradient.
Comput., November, 2023
Toward the Production of Spatiotemporally Consistent Annual Land Cover Maps Using Sentinel-2 Time Series.
IEEE Geosci. Remote. Sens. Lett., 2023
Short Paper: Accelerating Hyperparameter Optimization Algorithms with Mixed Precision.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023
Enabling Hyperparameter-Tuning of AI Models for Healthcare using the CoE RAISE Unique AI Framework for HPC.
Proceedings of the 46th MIPRO ICT and Electronics Convention, 2023
End-to-End Process Orchestration of Earth Observation Data Workflows with Apache Airflow on High Performance Computing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Enhancing Training Set Through Multi-Temporal Attention Analysis in Transformers for Multi-Year Land Cover Mapping.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Adiabatic Quantum Kitchen Sinks with Parallel Annealing for Remote Sensing Regression Problems.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023
Optimal Resource Allocation for Early Stopping-based Neural Architecture Search Methods.
Proceedings of the International Conference on Automated Machine Learning, 2023
2022
IEEE Geosci. Remote. Sens. Lett., 2022
Practice and Experience using High Performance Computing and Quantum Computing to Speed-up Data Science Methods in Scientific Applications.
Proceedings of the 45th Jubilee International Convention on Information, 2022
Lessons learned on using High-Performance Computing and Data Science Methods towards understanding the Acute Respiratory Distress Syndrome (ARDS).
Proceedings of the 45th Jubilee International Convention on Information, 2022
Improving Generalization for Few-Shot Remote Sensing Classification with Meta-Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
An Automatic Approach for the Production of a Time Series of Consistent Land-Cover Maps Based on Long-Short Term Memory.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Quantum Support Vector Regression for Biophysical Variable Estimation in Remote Sensing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Hybrid Quantum-Classical Workflows in Modular Supercomputing Architectures with the Julich Unified Infrastructure for Quantum Computing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Accelerating Hyperparameter Tuning of a Deep Learning Model for Remote Sensing Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Facilitating Collaboration in Machine Learning and High-Performance Computing Projects with an Interaction Room.
Proceedings of the 18th IEEE International Conference on e-Science, 2022
2021
A High-Performance Multispectral Adaptation GAN for Harmonizing Dense Time Series of Landsat-8 and Sentinel-2 Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Towards Large-Scale Rendering of Simulated Crops for Synthetic Ground Truth Generation on Modular Supercomputers.
CoRR, 2021
Proceedings of the High Performance Computing - ISC High Performance Digital 2021 International Workshops, Frankfurt am Main, Germany, June 24, 2021
Design and Evaluation of an HPC-based Expert System to speed-up Retail Data Analysis using Residual Networks Combined with Parallel Association Rule Mining and Scalable Recommenders.
Proceedings of the 44th International Convention on Information, 2021
An HPC-Driven Data Science Platform to Speed-up Time Series Data Analysis of Patients with the Acute Respiratory Distress Syndrome.
Proceedings of the 44th International Convention on Information, 2021
Practice and Experience in using Parallel and Scalable Machine Learning with Heterogenous Modular Supercomputing Architectures.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Practice and Experience in Using Parallel and Scalable Machine Learning in Remote Sensing from HPC Over Cloud to Quantum Computing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Evolutionary Optimization of Neural Architectures in Remote Sensing Classification Problems.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Approaching Remote Sensing Image Classification with Ensembles of Support Vector Machines on the D-Wave Quantum Annealer.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
IEEE Trans. Geosci. Remote. Sens., 2019
Remote Sensing Big Data Classification with High Performance Distributed Deep Learning.
Remote. Sens., 2019
Int. J. Data Sci. Anal., 2019
Scalable Workflows for Remote Sensing Data Processing with the Deep-Est Modular Supercomputing Architecture.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Multi-Scale Convolutional SVM Networks for Multi-Class Classification Problems of Remote Sensing Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
IEEE Trans. Parallel Distributed Syst., 2018
Towards Federated Service Discovery and Identity Management in Collaborative Data and Compute Cloud Infrastructures.
J. Grid Comput., 2018
Proceedings of the High Performance Computing, 2018
Proceedings of the 41st International Convention on Information and Communication Technology, 2018
Automated Analysis of Remotely Sensed Images Using the Unicore Workflow Management System.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
The Influence of Sampling Methods on Pixel-Wise Hyperspectral Image Classification with 3D Convolutional Neural Networks.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Scaling Support Vector Machines Towards Exascale Computing for Classification of Large-Scale High-Resolution Remote Sensing Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Facilitating collaboration in high-performance computing projects with an interaction room.
Proceedings of the 4th ACM SIGPLAN International Workshop on Software Engineering for Parallel Systems, 2017
Facilitating efficient data analysis of remotely sensed images using standards-based parameter sweep models.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Tree-based supervised feature extraction method based on self-dual attribute profiles.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
Enabling Scalable Data Processing and Management through Standards-based Job Execution and the Global Federated File System.
Scalable Comput. Pract. Exp., 2016
Automatic Object Detection Using DBSCAN for Counting Intoxicated Flies in the FLORIDA Assay.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016
2015
On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Proceedings of the 2015 XSEDE Conference: Scientific Advancements Enabled by Enhanced Cyberinfrastructure, St. Louis, MO, USA, July 26, 2015
Proceedings of the Workshop on Machine Learning in High-Performance Computing Environments, 2015
Scalable and parallel machine learning algorithms for statistical data mining - Practice & experience.
Proceedings of the 38th International Convention on Information and Communication Technology, 2015
Interoperable job execution and data access through UNICORE and the Global Federated File System.
Proceedings of the 38th International Convention on Information and Communication Technology, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the International Conference on Computational Science, 2015
2014
Advancements of the UltraScan scientific gateway for open standards-based cyberinfrastructures.
Concurr. Comput. Pract. Exp., 2014
Federated Authentication and Credential Translation in the EUDAT Collaborative Data Infrastructure.
Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, 2014
Proceedings of the 37th International Convention on Information and Communication Technology, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
Design and applications of an interoperability reference model for production e-science infrastructures.
PhD thesis, 2013
A data infrastructure reference model with applications: towards realization of a ScienceTube vision with a data replication service.
J. Internet Serv. Appl., 2013
Enhancing the performance of scientific workflow execution in e-science environments by harnessing the standards based parameter sweep model.
Proceedings of the Extreme Science and Engineering Discovery Environment: Gateway to Discovery, 2013
Improvements of the UltraScan scientific gateway to enable computational jobs on large-scale and open-standards based cyberinfrastructures.
Proceedings of the Extreme Science and Engineering Discovery Environment: Gateway to Discovery, 2013
Enhanced Resource Management Enabling Standard Parameter Sweep Jobs for Scientific Applications.
Proceedings of the 42nd International Conference on Parallel Processing, 2013
2012
Proceedings of the 2012 Proceedings of the 35th International Convention, 2012
On realizing the concept study ScienceSoft of the European Middleware Initiative: Open Software for Open Science.
Proceedings of the 8th IEEE International Conference on E-Science, 2012
Towards next generations of software for distributed infrastructures: The European Middleware Initiative.
Proceedings of the 8th IEEE International Conference on E-Science, 2012
2011
e-Science Infrastructure Interoperability Guide: The Seven Steps Toward Interoperability for e-Science.
Proceedings of the Guide to e-Science, Next Generation Scientific Research and Discovery, 2011
J. Grid Comput., 2011
Proceedings of the MIPRO, 2011
e-Science Infrastructure Integration Invariants to Enable HTC and HPC Interoperability Applications.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011
2010
Improvements of common open Grid standards to increase High Throughput and High Performance Computing effectiveness on large-scale Grid and e-science infrastructures.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010
Exploring the Potential of Using Multiple E-science Infrastructures with Emerging Open Standards-Based E-health Research Tools.
Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010
Supporting Scientific Biological Applications with Seamless Database Access in Interoperable e-Science Infrastructures.
Proceedings of the BIOINFORMATICS 2010, 2010
Experiences and Requirements for Interoperability Between HTC and HPC-driven e-Science Infrastructure.
Proceedings of the Future Application and Middleware Technology on e-Science, 2010
2009
Concurr. Comput. Pract. Exp., 2009
Clust. Comput., 2009
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009
Enabling Grid Interoperability by Extending HPC-driven Job Management with an Open Standard Information Model.
Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science, 2009
2008
Proceedings of the High Speed and Large Scale Scientific Computing - Selected Papers from the High Performance Computing Workshop, Cetraro, Italy, June 30, 2008
Extending the collaborative online visualization and steering framework for computational Grids with attribute-based authorization.
Proceedings of the 9th IEEE/ACM International Conference on Grid Computing (Grid 2008), Tsukuba, Japan, September 29, 2008
Proceedings of the Euro-Par 2008 Workshops, 2008
Classification of Different Approaches for e-Science Applications in Next Generation Computing Infrastructures.
Proceedings of the Fourth International Conference on e-Science, 2008
2007
VISIT/GS: Higher Level Grid Services for Scientific Collaborative Online Visualization and Steering in UNICORE Grids.
Proceedings of the 6th International Symposium on Parallel and Distributed Computing (ISPDC 2007), 2007
Enhanced resource management capabilities using standardized job management and data access interfaces within UNICORE Grids.
Proceedings of the 13th International Conference on Parallel and Distributed Systems, 2007
Design and evaluation of a collaborative online visualization and steering framework implementation for computational grids.
Proceedings of the 8th IEEE/ACM International Conference on Grid Computing (GRID 2007), 2007
Proceedings of the Euro-Par 2007 Workshops: Parallel Processing, 2007
Web Services Interfaces and Open Standards Integration into the European UNICORE 6 Grid Middleware.
Proceedings of the Workshops Proceedings of the 11th International IEEE Enterprise Distributed Object Computing Conference, 2007
Computational Steering and Online Visualization of Scientific Applications on Large-Scale HPC Systems within e-Science Infrastructures.
Proceedings of the Third International Conference on e-Science and Grid Computing, 2007
Open Standards-Based Interoperability of Job Submission and Management Interfaces across the Grid Middleware Platforms gLite and UNICORE.
Proceedings of the Third International Conference on e-Science and Grid Computing, 2007
2006
Proceedings of the 12th International Conference on Parallel and Distributed Systems, 2006
Proceedings of the Second International Conference on e-Science and Grid Technologies (e-Science 2006), 2006
2005
Web Services Agreement Based Resource Negotiation in UNICORE.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2005
Proceedings of the First International Conference on e-Science and Grid Technologies (e-Science 2005), 2005
2004
Proceedings of the Grid Computing: The New Frontier of High Performance Computing [post-proceedings of the High Performance Computing Workshop, 2004