JuLib | Articles & more - {"Jülich Supercomputing Center; JSC"}

1

Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome

Barakat, Chadi
2023

Diagnostics, 13 (2023) 12, S. 2098

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

2

Contribution to a conference proceedings

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 Recommender...

Barakat, Chadi
2021

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

3

Contribution to a conference proceedings

An HPC-Driven Data Science Platform to Speed-up Time Series Data Analysis of Patients with the Acute Respiratory Distress Syndrome

Barakat, Chadi
2021

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

4

Journal Article

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

Sedona, Rocco
2021

IEEE journal of selected topics in applied earth observations and remote sensing, 14 (2021) S. 10134 - 10146

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
Get full text OpenAccess

5

Contribution to a book

Earth Science with NextDBSCAN, NextSVM and Deep Learning

Erlingsson, Ernir
2021

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

6

Contribution to a conference proceedings

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

Riedel, Morris
2021

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

7

Lecture

Parallel and Scalable Machine Learning

Riedel, Morris
2020

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess

8

Lecture

Introduction to Deep Learning Models

Riedel, Morris
2019

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess

9

Contribution to a conference proceedings

Scalable Workflows for Remote Sensing Data Processing with the Deep-Est Modular Supercomputing Architecture

Erlingsson, Ernir
2019

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess OpenAccess

10

Contribution to a book
Contribution to a conference proceedings

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

Cavallaro, Gabriele
2019

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess OpenAccess

11

Lecture

Parallel and Scalable Machine Learning

Riedel, Morris
2019

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess

12

Poster

Remote Sensing Data Analytics with the Udocker Container Tool using Multi-GPU Deep Learning Systems

Cavallaro, Gabriele
2019

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess OpenAccess

13

Contribution to a book
Contribution to a conference proceedings

Remote Sensing Data Analytics with the Udocker Container Tool using Multi-GPU Deep Learning Systems

Cavallaro, Gabriele
2019

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess OpenAccess

14

Lecture

Parallel and Scalable Machine Learning

Riedel, Morris
2018

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess