FH Upper AustriaResearch & Development

Software Technology and Applications Research Center Hagenberg Campus

Publications

Application of search-based software engineering methodologies for test suite optimization and evolution in mission critical mobile application development

A. Schuler - Application of search-based software engineering methodologies for test suite optimization and evolution in mission critical mobile application development - Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, Paderborn, Germany, 2017, pp. 1034-1037
The demand for high quality mobile applications is constantly rising, especially in mission critical settings. Thus, new software engineering methodologies are...   more
  • Proceedings
  • Software Technology and Applications

Data Based Prediction of Blood Glucose Concentrations Using Evolutionary Methods

J. Hidalgo, J. Colmenar, G. K. Kronberger, S. M. Winkler, O. Garnica, J. Lanchares - Data Based Prediction of Blood Glucose Concentrations Using Evolutionary Methods - JOURNAL OF MEDICAL SYSTEMS, Vol. 41, No. 142, 2017, pp. 1-20
Predicting glucose values on the basis of insulin and food intakes is a difficult task that people with diabetes need to do daily. This is necessary as it is...   more
  • Journal
  • Software Technology and Applications

A Critical Incident from an AAL Project

J. D. Hallewell Haslwanter, G. Fitzpatrick - A Critical Incident from an AAL Project - Designing e-Health Services for Patients & Relatives - NordiCHI '16 Workshop, Göteborg, Sweden, 2016, pp. 1-3
This position paper describes a critical incident from an early AAL project related to the design decisions made about which features to include. In order to...   more
  • Proceedings
  • Software Technology and Applications
  • Quality of Life for the Elderly

Problems encountered in the development of AAL solutions

J. D. Hallewell Haslwanter, G. Fitzpatrick - Problems encountered in the development of AAL solutions - AAL Forum 2016, St Gallen, Switzerland, 2016, pp. 18
Many AAL projects have been funded to date – now there is a move to get products to the market. Journals and funding bodies encourage us to present our...   more
  • Proceedings
  • Software Technology and Applications
  • Quality of Life for the Elderly

Evolving Simple Symbolic Regression Models by Multi-objective Genetic Programming

M. Kommenda, G. K. Kronberger, M. Affenzeller, S. M. Winkler, B. Burlacu - Evolving Simple Symbolic Regression Models by Multi-objective Genetic Programming in Genetic Programming Theory and Practice XIII (Editors: Rick Riolo, William P. Worzel, Mark Kotanchek, Arthur Kordon) - Springer, 2016, pp. 1-19
In this chapter we examine how multi-objective genetic programming can be used to perform symbolic regression and compare its performance to single-objective...   more
  • Book
  • Software Technology and Applications

Distribution of waiting time for dynamic pickup and delivery problems

S. Vonolfen, M. Affenzeller - Distribution of waiting time for dynamic pickup and delivery problems - ANNALS OF OPERATIONS RESEARCH, Vol. 236, No. 2, 2016, pp. 359-382
  • Journal
  • Software Technology and Applications

Investigating user-centered design practices in Austrian AAL projects

M. Garschall, K. Neureiter, J. D. Hallewell Haslwanter, D. Bertel, D. Krainer, C. Moser - Investigating user-centered design practices in Austrian AAL projects - Innovative solutions for an aging society, Innsbruck, Austria, 2016, pp. 125-137
This paper summarizes the results of an online study on stakeholder involvement, user-centered design methods, and communication practices. Overall, 27...   more
  • Proceedings
  • Software Technology and Applications
  • Quality of Life for the Elderly

Why do few assistive technology systems make it to market?

J. D. Hallewell Haslwanter, G. Fitzpatrick - Why do few assistive technology systems make it to market? - Universal Access in the Information Society, Vol. 16, No. 3, 2016, pp. 755-773
Assistive technologies, such as telecare monitoring applications installed in the home, are being promoted to help reduce pressure on health care systems...   more
  • Journal
  • Software Technology and Applications
  • Quality of Life for the Elderly

Simplifying Problem Definitions in the HeuristicLab Optimization Environment

A. Scheibenpflug, A. Beham, M. Kommenda, J. Karder, S. Wagner, M. Affenzeller - Simplifying Problem Definitions in the HeuristicLab Optimization Environment - Companion Publication of the 2015 Genetic and Evolutionary Computation Conference, GECCO'15 Companion, Madrid, Spain, 2015, pp. 1101-1108
Software frameworks for metaheuristic optimization take the burden off researchers and practitioners to start from scratch and implement their own algorithms...   more
  • Proceedings
  • Software Technology and Applications

Connichiwa: A Framework for Cross-Device Web Applications

M. Schreiner, R. Rädle, H. C. Jetter, H. Reiterer - Connichiwa: A Framework for Cross-Device Web Applications - Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, Seoul, Republic of Korea, 2015, pp. 2163-2168
  • Proceedings
  • Software Technology and Applications
  • Media and Knowledge Technologies

Concepts and Requirements for a Cloud-based Optimization Service

W. Kurschl, S. Pimminger, S. Wagner, J. Heinzelreiter - Concepts and Requirements for a Cloud-based Optimization Service - Proceedings of the 3rd Asia-Pacific Conference on Computer Aided System Engineering Conference (APCASE 2015), Quito, Ecuador, Ecuador, 2015
  • Proceedings
  • Software Technology and Applications

Themis - Vererben in der Cloud

A. Lindley, S. Pimminger, W. Eibner, M. Bartha - Themis - Vererben in der Cloud - Proceedings DACH Security 2015, Sankt Augustin, Germany, 2015, pp. 13
  • Proceedings
  • Software Technology and Applications

Dynamics of Predictability and Variable Influences Identified in Financial Data Using Sliding Window Machine Learning

S. M. Winkler, G. K. Kronberger, M. Kommenda, S. Fink, M. Affenzeller - Dynamics of Predictability and Variable Influences Identified in Financial Data Using Sliding Window Machine Learning - Lecture Notes in Computer Science LNCS 9520, Las Palmas, Gran Canaria, Spain, 2015, pp. 326-333
In this paper we analyze the dynamics of the predictability and variable interactions in financial data of the years 2007–2014. Using a sliding window...   more
  • Proceedings
  • Software Technology and Applications

Using Contextual Information in Sequential Search for Grammatical Optimization Problems

G. K. Kronberger, M. Kommenda, S. M. Winkler, M. Affenzeller - Using Contextual Information in Sequential Search for Grammatical Optimization Problems - Lecture Notes in Computer Science LNCS 9520, Las Palmas, Gran Canaria, Spain, 2015, pp. 417-424
Automated synthesis of complex programs is still an unsolved problem even though some successes have been achieved recently for relatively contrived and...   more
  • Proceedings
  • Software Technology and Applications

Simulation-Based Optimization with HeuristicLab

M. Affenzeller, A. Beham, S. Vonolfen, E. Pitzer, S. M. Winkler, S. Hutterer, M. Kommenda, M. Kofler, G. K. Kronberger, S. Wagner - Simulation-Based Optimization with HeuristicLab in Applied Simulation and Optimization (Contributions to Book: Part/Chapter/Section 1), (Editors: M. Mujica Mota, I. De La Mota, D. Guimarans Serrano) - Springer, 2015, pp. 3-38
Dynamic and stochastic problemenvironments are often difficult tomodel using standard problem formulations and algorithms. One way to model and then solve...   more
  • Book
  • Software Technology and Applications

Themis - Conserve Your Digital Life

S. Pimminger, J. Heinzelreiter, W. Kurschl, A. Lindley - Themis - Conserve Your Digital Life - Proceedings 9th conference for Austrian universities of applied sciences, Hagenberg, Austria, 2015, pp. 7
Today the digital heritage of millions of users is in the hands of a few providers of web services and social networks. These can disappear overnight or no...   more
  • Proceedings
  • Software Technology and Applications

Search Strategies for Grammatical Optimization Problems – Alternatives to Grammar-Guided Genetic Programming

G. K. Kronberger, M. Kommenda - Search Strategies for Grammatical Optimization Problems – Alternatives to Grammar-Guided Genetic Programming in Computational Intelligence and Efficiency in Engineering Systems (Contributions to Book: Part/Chapter/Section 7), (Editors: G. Borowik, Z. Chaczko, L.G. Ford, W. Jacak, T. Luba) - Springer, 2015, pp. 89-102
  • Book
  • Software Technology and Applications

Concise Supply-Chain Simulation Optimization for Large Scale Logistic Networks

E. Pitzer, G. K. Kronberger - Concise Supply-Chain Simulation Optimization for Large Scale Logistic Networks in Computational Intelligence and Efficiency in Engineering Systems (Contributions to Book: Part/Chapter/Section 30), (Editors: G. Borowik, Z. Chaczko, L.G. Ford, W. Jacak, T. Luba) - Springer, 2015, pp. 429-442
  • Book
  • Software Technology and Applications

Heterogeneous versus Homogeneous Machine Learning Ensembles

A. Petrakova, M. Affenzeller, G. Merkuryeva - Heterogeneous versus Homogeneous Machine Learning Ensembles - Information Technology and Management Science, Vol. 18, No. 1, 2015, pp. 135-142
The research demonstrates efficiency of the heterogeneous model ensemble application for a cancer diagnostic procedure. Machine learning methods used for the...   more
  • Journal
  • Software Technology and Applications

Sliding Window Symbolic Regression for Detecting Changes of System Dynamics

S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, B. Burlacu, S. Wagner - Sliding Window Symbolic Regression for Detecting Changes of System Dynamics in Genetic Programming Theory and Practice XII (Contributions to Book: Part/Chapter/Section 6), (Editors: Rick Riolo, William P. Worzel, Mark Kotanchek ) - Springer, 2015, pp. 91-107
In this chapter we discuss sliding window symbolic regression and its ability to systematically detect changing dynamics in data streams. The sliding window...   more
  • Book
  • Software Technology and Applications

Complexity Measures for Multi-Objective Symbolic Regression

M. Kommenda, A. Beham, M. Affenzeller, G. K. Kronberger - Complexity Measures for Multi-Objective Symbolic Regression - Lecture Notes in Computer Science LNCS 9520, Las Palmas, Gran Canaria, Spain, 2015, pp. 409-416
Multi-objective symbolic regression has the advantage that while the accuracy of the learned models is maximized, the complexity is automatically adapted and...   more
  • Proceedings
  • Software Technology and Applications

Page 3 from 10
FH Oberösterreich Logo