FH Upper AustriaResearch & Development

Software Technology and Applications Research Center Hagenberg Campus

Publications

Using robust generalized fuzzy modeling and enhanced symbolic regression to model tribological systems

G. K. Kronberger, M. Kommenda, E. Lughofer, S. Saminger-Platz, A. Promberger, F. Nickel, S. M. Winkler, M. Affenzeller - Using robust generalized fuzzy modeling and enhanced symbolic regression to model tribological systems - Applied Soft Computing, 2018, pp. 610-624
Tribological systems are mechanical systems that rely on friction to transmit forces. The design and dimensioning of such systems requires prediction of...   more
  • Journal
  • Software Technology and Applications

Schema Analysis in Tree-based Genetic Programming

B. Burlacu, M. Affenzeller, M. Kommenda, G. K. Kronberger, S. M. Winkler - Schema Analysis in Tree-based Genetic Programming in Genetic Programming in Theory and Practice XV (Contributions to Book: Part/Chapter/Section 2), - Springer International Publishing, 2018, pp. 17-37
In this chapter we adopt the concept of schemata from schema theory and use it to analyze population dynamics in genetic programming for symbolic regression....   more
  • Book
  • Software Technology and Applications

Novel Robustness Measures for Engineering Design Optimisation

P. Fleck, M. Kommenda, T. Prante, M. Affenzeller - Novel Robustness Measures for Engineering Design Optimisation - International Journal of Simulation and Process Modelling, Vol. 13, No. 4, 2018
This paper presents novel robustness measures to analyse and compare the robustness of solutions for constrained optimisation problems in the field of...   more
  • Journal
  • Software Technology and Applications

Experiences with an Assistive System for Manual Assembly

J. D. Hallewell Haslwanter, B. Blazevski - Experiences with an Assistive System for Manual Assembly - Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, 2018, pp. 46-49
Small lot sizes in modern manufacturing present new challenges for people doing complex manual assembly tasks, as every item produced may be different....   more
  • Proceedings
  • Software Technology and Applications
  • Automated Control Engineering and Simulation

Supporting the Development of Assistive Systems for Older People

J. D. Hallewell Haslwanter, M. Garschall - Supporting the Development of Assistive Systems for Older People - Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, 2018, pp. 287-288
Assistive technologies to support aging in place are being widely promoted due to changing demographics. Although much time and money has been invested in the...   more
  • Proceedings
  • Software Technology and Applications
  • Quality of Life for the Elderly

Co-smonauts: Game Interfaces for Elderly People in Co-located and Collaborative Play

F. Gattringer, B. Stiglbauer, M. Rührlinger, M. Lankes, J. Hagler - Co-smonauts: Game Interfaces for Elderly People in Co-located and Collaborative Play - CGAT 2018, Singapore, Singapore, 2018, pp. 8-14
This paper illustrates the impact of different game interface approaches for older persons in a collaborative and co-located setting. Concretely, we...   more
  • Proceedings
  • Software Technology and Applications
  • Quality of Life for the Elderly

Review of Telecare Technologies for Older People

J. D. Hallewell Haslwanter - Review of Telecare Technologies for Older People - Computers Helping People with Special Needs: 16th International Conference, ICCHP 2018, Linz, Austria, July 11-13, 2018, Proceedings, Part II, Linz, Austria, 2018, pp. 407-415
This paper reviews technology to support aging in place. Although the populations in many countries are aging and various funding programmes have supported...   more
  • Proceedings
  • Software Technology and Applications
  • Quality of Life for the Elderly

TOWARDS RETOOLING THE MICROSOFT HOLOLENS AS OUTDOOR AR AND MR DEVICE

C. Praschl, O. Krauss, G. Zwettler - TOWARDS RETOOLING THE MICROSOFT HOLOLENS AS OUTDOOR AR AND MR DEVICE - Proceedings of the 30th European Modeling and Simulation Symposium EMSS2018, Budapest, Hungary, Hungary, 2018, pp. 126-135
This research work covers generic approaches for the determination of the outdoor position and orientation of an augmented reality device due to the lack of...   more
  • Proceedings
  • Software Technology and Applications

Teaching Better Requirements Engineering Using LEGO® Serious Play™

H. Mayr - Teaching Better Requirements Engineering Using LEGO® Serious Play™ - Proc. 9th Intl. Conf. on Society and Information Technologies (ICSIT 2018), Orlando, United States of America, 2018, pp. 126-131
We present our experiences using LEGO Serious Play for Education and Training of (primarily) IT students and professionals. After summarizing the LEGO Serious...   more
  • Proceedings
  • Software Technology and Applications

Sensor-based Modeling of Radial Fans

F. Holzinger, M. Kommenda, E. Strumpf, J. Langer, J. Zenisek, M. Affenzeller - Sensor-based Modeling of Radial Fans - Proceedings of the 30th European Modeling and Simulation Symposium EMSS2018, Budapest, Hungary, Hungary, 2018, pp. 322-330
Predictive maintenance poses a new way to minimize costs and downtime of machinery. The combination of sensor data, intelligent algorithms and computing power...   more
  • Proceedings
  • Software Technology and Applications

Streaming Synthetic Time Series for Simulated Condition Monitoring

J. Zenisek, J. Wolfartsberger, C. Sievi, M. Affenzeller - Streaming Synthetic Time Series for Simulated Condition Monitoring - IFAC Symposium on Information Control Problems in Manufacturing, Bergamo, Italy, 2018, pp. 643-648
The transformation of the common production plant to a cyber-physical system is one of the most recent developments in manufacturing industry. The analysis of...   more
  • Proceedings
  • Software Technology and Applications

Comparing machine learning methods on concept drift detection for Predictive Maintenance

J. Zenisek, J. Wolfartsberger, C. Sievi, M. Affenzeller - Comparing machine learning methods on concept drift detection for Predictive Maintenance - Proceedings of the 30th European Modeling and Simulation Symposium EMSS2018, Budapest, Hungary, Hungary, 2018, pp. 115-122
In this work we present a comparison of various machine learning algorithms with the objective of detecting concept drifts in data streams characteristical for...   more
  • Proceedings
  • Software Technology and Applications

Cross-Enterprise Communication and Data Exchange in Radiology in Austria: Technology and Use Cases

E. Helm, A. Schuler, H. Mayr - Cross-Enterprise Communication and Data Exchange in Radiology in Austria: Technology and Use Cases - Proc. eHealth2018 - Studies in Health Technology and Informatics, Vienna, Austria, 2018
Background: The research project REPO (Radiology Ehealth PlatfOrm) was started in 2017 with the goal to “enable cross-enterprise collaboration in radiology...   more
  • Proceedings
  • Software Technology and Applications

Box-Type Boom Design Using Surrogate Modeling: Introducing an Industrial Optimization Benchmark

P. Fleck, D. Entner, C. Münzer, M. Kommenda, T. Prante, M. Schwarz, M. Hächl, M. Affenzeller - Box-Type Boom Design Using Surrogate Modeling: Introducing an Industrial Optimization Benchmark in Evolutionary and Deterministic Methods for Design Optimization and Control With Applications to Industrial and Societal Problems (Editors: Esther Andrés-Pérez, Leo M. González, Jacques Periaux, Nicolas Gauger, Domenico Quagliarella, Kyriakos Giannakoglou) - Springer International Publishing, 2018
Simulation-based optimization problems are often an inherent part in engineering design tasks. This paper introduces one such use case, the design of a...   more
  • Book
  • Software Technology and Applications

Performance of Industrial Sensor Data Persistence in Data Vault

F. Bachinger, J. Zenisek, L. Kammerer, M. Stimpfl, G. K. Kronberger - Performance of Industrial Sensor Data Persistence in Data Vault - Proceedings of the 30th European Modeling and Simulation Symposium EMSS2018, Budapest, Hungary, Hungary, 2018, pp. 226-233
Today manufacturing companies are facing important challenges from the market in terms of flexibility, ever growing product mixes, small lot sizes, high...   more
  • Proceedings
  • Software Technology and Applications

Local Optimization and Complexity Control for Symbolic Regression

M. Kommenda - Local Optimization and Complexity Control for Symbolic Regression - Phd Thesis, Johannes Kepler Universität, Austria, 2017, pp. 1-157
Symbolic regression is a data-based machine learning approach that creates interpretable prediction models in the form of mathematical expressions without the...   more
  • Report
  • Software Technology and Applications

Dynamic Observation of Genotypic and Phenotypic Diversity for Different Symbolic Regression GP variants

M. Affenzeller, S. M. Winkler, B. Burlacu, G. K. Kronberger, M. Kommenda, S. Wagner - Dynamic Observation of Genotypic and Phenotypic Diversity for Different Symbolic Regression GP variants - GECCO '17: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Berlin, Germany, Germany, 2017, pp. 1553-1558
Understanding the relationship between selection, genotype-phenotype map and loss of population diversity represents an important step towards more effective...   more
  • Proceedings
  • Software Technology and Applications

Smart Maintenance Lifecycle Management: A Design Proposal

J. Zenisek, L. Nicoletti, F. Longo, G. Traugott, A. Padovano, M. Affenzeller - Smart Maintenance Lifecycle Management: A Design Proposal - Proceedings of the 29th European Modeling and Simulation Symposium, 2017, Barcelona, Spain, Barcelona, Spain, 2017, pp. 546-551
Given the latest trends toward the implementation of Industry 4.0 principles, the proposed research work combines human assistance technologies such as Virtual...   more
  • Proceedings
  • Software Technology and Applications

Issues in the Development of AAL Systems: What Experts Think

J. D. Hallewell Haslwanter, G. Fitzpatrick - Issues in the Development of AAL Systems: What Experts Think - Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, Rhodes, Greece, 2017, pp. 201-208
Although the development of Ambient Assisted Living technologies is being financed to support older people, there are not many systems on the market to date....   more
  • Proceedings
  • Software Technology and Applications
  • Quality of Life for the Elderly

User-centered Development of a System to Support Assembly Line Workers

B. Blazevski, J. D. Hallewell Haslwanter - User-centered Development of a System to Support Assembly Line Workers - Proceedings of the 19th International Conference on Human-Computer Interaction with Mobile Devices and Services, Vienna, Austria, 2017, pp. 1-7
This industrial perspective contribution describes the development of a prototype of a mobile worker assistance system to be used in the assembly line for...   more
  • Proceedings
  • Software Technology and Applications

Optimization Approaches for the Physical Internet

V. A. Hauder, E. Pitzer, M. Affenzeller - Optimization Approaches for the Physical Internet - On the Move to Meaningful Internet Systems: OTM 2017 Workshops (Lecture Notes in Computer Science, LNCS 10697), Rhodes, Greece, 2017, pp. 10
With the Physical Internet (PI), a global economic transformation towards a more holistic consideration and collaboration of different agents is promoted. Its...   more
  • Proceedings
  • Logistikum - Logistics and Business Networks
  • Software Technology and Applications

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