Hagenberg CampusResearch Center

Software Technology and Applications Research Center Hagenberg Campus

Publications

Extended Regression Models for Predicting the Pumping Capability and Viscous Dissipation of Two-Dimensional Flows in Single-Screw Extrusion

W. Roland, M. Kommenda, C. Marschik, J. Miethlinger - Extended Regression Models for Predicting the Pumping Capability and Viscous Dissipation of Two-Dimensional Flows in Single-Screw Extrusion - Polymers, Vol. 11, No. 2, 2019
Generally, numerical methods are required to model the non-Newtonian flow of polymer melts in single-screw extruders. Existing approximation equations for...   more
  • Journal
  • 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, 2018, 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

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

Schema-based Diversification in Genetic Programming

B. Burlacu, M. Affenzeller - Schema-based Diversification in Genetic Programming - GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference, Kyoto, Japan, Japan, 2018, pp. 1111-1118
In genetic programming (GP), population diversity represents a key aspect of evolutionary search and a major factor in algorithm performance. In this paper we...   more
  • Proceedings
  • 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

Key factors in the engineering process for systems for aging in place contributing to low usability and success

J. D. Hallewell Haslwanter, G. Fitzpatrick, K. Miesenberger - Key factors in the engineering process for systems for aging in place contributing to low usability and success - Journal of Enabling Technologies, Vol. 12, No. 4, 2018, pp. 11
Purpose – Digital systems for independent aging, support and care are not being adopted as hoped. This paper examined the results of three studies to derive...   more
  • Journal
  • Software Technology and Applications
  • Quality of Life for the Elderly

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

CharmeRT: Boosting Peptide Identifications by Chimeric Spectra Identification and Retention Time Prediction

V. Dorfer, S. Maltsev, S. M. Winkler, K. Mechtler - CharmeRT: Boosting Peptide Identifications by Chimeric Spectra Identification and Retention Time Prediction - Journal of Proteome Research, 2018, pp. 2581-2589
Coeluting peptides are still a major challenge for the identification and validation of MS/MS spectra, but carry great potential. To tackle these problems, we...   more
  • Journal
  • Software Technology and Applications

Proceedings of the EuBIC developer's meeting 2018

S. Willems, D. Bouyssie, D. Deforce, V. Dorfer, V. Gorshkov, D. Kopczynski, K. Laukens, M. Locard-Paulet, V. Schwämmle, J. Uszkoreit, D. Valkenborg, M. Vaudel, W. Bittremieux - Proceedings of the EuBIC developer's meeting 2018 - Journal of Proteomics, 2018, pp. 25-27
The inaugural European Bioinformatics Community (EuBIC) developer's meeting was held from January 9th to January 12th 2018 in Ghent, Belgium. While the meeting...   more
  • Journal
  • Software Technology and Applications

Expanding the Use of Spectral Libraries in Proteomics

E. W. Deutsch, Y. Perez-Riverol, R. J. Chalkley, M. Wilhelm, S. Tate, T. Sachsenberg, M. Walzer, L. Käll, B. Delanghe, S. Böcker, E. L. Schymanski, P. Wilmes, V. Dorfer, B. Küster, P. Volders, N. Jehmlich, J. Vissers, D. W. Wolan, A. Y. Wang, L. Mendoza, J. Shofstahl, A. W. Dowsey, J. Griss, R. Salek, S. Neumann, P. Binz, H. Lam, J. Vizcaíno, N. Bandeira, H. Röst - Expanding the Use of Spectral Libraries in Proteomics - Journal of Proteome Research, 2018, pp. 4051-4060
The 2017 Dagstuhl Seminar on Computational Proteomics provided an opportunity for a broad discussion on the current state and future directions of the...   more
  • Journal
  • 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

Similarity-based Analysis of Population Dynamics in Genetic Programming Performing Symbolic Regression

S. M. Winkler, M. Affenzeller, S. Winkler, G. K. Kronberger, M. Kommenda, P. Fleck - Similarity-based Analysis of Population Dynamics in Genetic Programming Performing Symbolic Regression in Genetic Programming Theory and Practice XIV (Contributions to Book: Part/Chapter/Section 1), (Editors: R. Riolo, B. Worzel, B. Goldman, B. Tozier) - Springer Vieweg, 2018, pp. 1-17
Population diversity plays an important role in the evolutionary dynamics of genetic programming (GP). In this paper we use structural and semantic similarity...   more
  • Book
  • Software Technology and Applications

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