Keynotes and Session Talks – DAY 1

Event Moderation:
Athina Lykou  / AIT Austrian Institute of Technology

Opening Session

Welcome and Introduction iDSC 2021
Helmut Leopold
/ Head of Center for Digital Safety & Security, AIT Austrian Institute of Technology
Peter Haber
/ Salzburg University of Applied Sciences

Opening Keynote:

Value Generation through Artificial Intelligence and Big Data
Cornelia Schaurecker
/ Big Data & AI Director, Vodafone Group

Predictive Maintenance and Hyperparameter Optimization in the Industrial Setting
Chair: Sebastian Hegenbart / University of Applied Sciences Vorarlberg

Evaluation of Hyperparameter-Optimization Approaches in an Industrial Federated Learning System 
Stephanie Holly / Technical University of Vienna

Towards Robust and Transferable IIoT Sensor based Anomaly Classification using Artificial Intelligence 
Jana Kemnitz / Siemens AG Austria

Data-driven Cut-off Frequency Optimization for Biomechanical Sensor Data Pre-Processing 
Severin Bernhart / Salzburg Research

Keynote:

Enabling the Circular Economy using Smart Data
Mario Drobics / Head of Competence Unit Cooperative Digital Technologies, AIT Austrian Institute of Technology

Scalability of Business Models, Infrastructure and Software in Industrial Settings
Chair: Karl-Heinz Weidmann / University of Applied Sciences Vorarlberg

Beyond Desktop Computation: Challenges in Scaling a GPU Infrastructure
Martin Uray / Salzburg University of Applied Sciences

Scaling Artificial Intelligence in Industrial Applications
Florian Niszl / Siemens AG Austria

Generation of Data-Driven Business Models for Hydraulic Lifting Solutions
Christoph Gugg / PALFINGER AG

Keynote:

The Data Mesh
Mario Meir-Huber / Head of Data, UNIQA Insurance Group AG

Deep Learning based Anomaly Detection and Scene Classification
Chair: Michael Gadermayr
/ Salzburg University of Applied Sciences

A Low-Compexity Deep Learning Framework For Acoustic Scene Classification
Lam Pham / AIT Austrian Institute of Technology

Anomaly Detection in Medical Imaging - a mini Review
Maximilian Ernst Tschuchnig / Salzburg University of Applied Sciences

Deep Learning Frameworks Applied For Audio-Visual Scene Classification
Alexander Schindler / AIT Austrian Institute of Technology

Hybrid Method for Targeted Conversations in Online Classified Marketplace
Yasamin Rahimi / University of Tehran, Hesam Haddad  / Divar Company

Minimal-Configuration Anomaly Detection for IIoT Sensors
Clemens Heistracher / AIT Austrian Institute of Technology