2018

Automatic Water Mixing Event Identification in the Koljö Fjord Observatory Data
Markus Goetz, Mikhail Kononets, Christian Bodenstein, Morris Riedel, Matthias Book, Olafur Petur Palsson
International Journal of Data Science and Analytics, Springer, DOI: 10.1007/s41060-018-0132-z, 2018
[ Journal ]

The Influence of Sampling Methods on Pixel-Wise Hyperspectral Image Classification with 3D Convolutional Neural Networks
Julius Lange, Gabriele Cavallaro, Markus Goetz, Ernir Erlingsson, Morris Riedel
In conference proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2018, Valencia, Spain, to appear
[ Event ]

Scaling Support Vector Machines Towards Exascale Computing for Classification of Large-Scale High-Resolution Remote Sensing Images
Ernir Erlingsson, Gabriele Cavallaro, Morris Riedel, Helmut Neukirchen
In conference proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2018, Valencia, Spain, to appear
[ Event ]

Automated Analysis of Remotely Sensed Images using the UNICORE Workflow Management System
Shahbaz Memon, Gabriele Cavallaro, Björn Hagemeier, Morris Riedel, Helmut Neukirchen
In conference proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2018, Valencia, Spain, to appear
[ Event ]

2017

Facilitating collaboration in high-performance computing projects with an interaction room
Matthias Book, Morris Riedel, Helmut Neukirchen, Markus Goetz
In proceedings of the 4th ACM SIGPLAN International Workshop on Software Engineering for Parallel Systems (SEPS), DOI: 10.1145/3141865.3142467, pp. 46-47, 2017
[ DOI ]

Automatic Object Detection using DBSCAN for Counting Intoxicated Flies in the FLORIDA Assay
Christian Bodenstein, Markus Goetz, Annika Jansen, Henrike Scholz, Morris Riedel
In conference proceedings of the 15th IEEE International Conference on Machine Learning and Applications, IEEE ICMLA’16, Anaheim, USA, 18 Dec 2016 – 20 Dec 2016, ISBN 978-1-5090-6167-9, pp. 746 – 751, 2017
[ DOI ] [ Juelich ]
[ More ]

2016

Scientific Big Data Analytics by HPC
Thomas Lippert, Daniel Mallmann, Morris Riedel
Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 48, 417, ISBN 978-3-95806-109-5, pp. 1 – 10, 2016
[ PID ] [ Juelich ]
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2015

On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods
Gabriele Cavallaro, Morris Riedel, Matthias Richerzhagen, Jon Atli Benediktsson, Antonio Plaza
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Issue 99, pp. 1-13, 2015
[ DOI ] [ Juelich ]
[ More ]

HPDBSCAN – Highly Parallel DBSCAN
Markus Goetz, Christian Bodenstein, Morris Riedel
In Proceedings of the ACM/IEEE International Conference for High Performance Computing, Networking, Storage, and Analysis (SC2015), Machine Learning in HPC Environments (MLHPC) Workshop, Austin, TX, USA, 2015
[ DOI ] [ Juelich ]