Morris Riedel Publications

Publications – Overview

2018 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...

Scientific Big Data Analytics by HPC

Scientific Big Data Analytics by HPC

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 ] Abstract: Storing, managing, sharing, curating and especially analyzing huge amounts of data face an immense visibility and importance in industry and economy as well as in science and research. Industry and economy exploit ’Big Data’ for predictive analysis, to increase the efficiency of infrastructures, customer segmentation, and tailored services. In science, Big Data allows for addressing problems with complexities that...