Software Technologie und Anwendungen Research Center Hagenberg
Publikationen
Local Optimization and Complexity Control for Symbolic Regression
M. Kommenda - Local Optimization and Complexity Control for Symbolic Regression - Phd Thesis, Johannes Kepler Universität, Österreich, 2018, pp. 1-157
Symbolische Regression ist ein datenbasiertes, maschinelles Lernverfahren bei dem Vorhersagemodelle in Form mathematischer Ausdrücke ohne vorgegebener... mehr 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... mehr 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.... mehr 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... mehr 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... mehr 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... mehr 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, Griechenland, 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.... mehr 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, Griechenland, 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... mehr 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, Singapur, 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... mehr 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, Österreich, 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... mehr 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, Ungarn, 2018, pp. 126-135
Diese wissenschaftliche Arbeit beschäftigt sich mit generischen Ansätzen für die Ermittlung der außerräumlichen Position und Orientierung eines Augmented... mehr 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, Vereinigte Staaten von Amerika, 2018, pp. 126-131
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, Ungarn, 2018, pp. 322-330
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, Italien, 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... mehr 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, Ungarn, 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... mehr 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, Österreich, 2018
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... mehr 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... mehr 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, Ungarn, 2018, pp. 226-233
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, Deutschland, 2017, pp. 1553-1558
Understanding the relationship between selection, genotype-phenotype map and loss of population diversity represents an important step towards more effective... mehr 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, Spanien, 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... mehr Seite 1 von 10
