Campus HagenbergResearch Center

Publikationen

MoCo Motion: Integrating Mobile Devices into a Multiplayer Floor-based Gaming Environment

J. Diephuis, A. Friedl, G. Kostov, O. Naderer - MoCo Motion: Integrating Mobile Devices into a Multiplayer Floor-based Gaming Environment - Proceedings of the 14th International Conference on Mobile and Ubiquitous Multimedia (MUM 2015), Linz, Österreich, 2015, pp. 4
Although optical tracking systems greatly facilitate co-located multiplayer gaming experiences, they offer somewhat limited input and output modalities for…   mehr
  • Tagungsband
  • Medien und Wissenstechnologien

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
  • Buch/Buchbeitrag
  • Software Technologie und Anwendungen

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
  • Buch/Buchbeitrag
  • Software Technologie und Anwendungen

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…   mehr
  • Journal
  • Software Technologie und Anwendungen

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…   mehr
  • Buch/Buchbeitrag
  • Software Technologie und Anwendungen

Understanding the everyday use of head-worn computers

A. Vogl, N. Louveton, R. McCall, M. Billinghurst, M. Haller - Understanding the everyday use of head-worn computers - HSI15: 8th International Conference on Human System Interaction, Warsaw, Polen, 2015, pp. 213-219
Early research on head-worn computers (HWCs) has focused on hardware and specific applications. However, there is little research about the everyday usage of…   mehr
  • Tagungsband
  • Informations und Kommunikationssysteme

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, Spanien, 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…   mehr
  • Tagungsband
  • Software Technologie und Anwendungen

A Heuristic Framework for Evaluating User Experience in Games

C. Hochleitner, W. Hochleitner, C. Graf, M. Tscheligi - A Heuristic Framework for Evaluating User Experience in Games in Game User Experience Evaluation (Contributions to Book: Part/Chapter/Section 9), (Editors: R. Bernhaupt) - Springer, 2015, pp. 187-206
This book chapter describes an approach of evaluating user experience in video games by using heuristics. We provide a short overview of video games and…   mehr
  • Buch/Buchbeitrag
  • Medien und Wissenstechnologien

Cognitive and biomechanical effects of postural changes in office environments

B. Schwartz - Cognitive and biomechanical effects of postural changes in office environments - Cognitive and biomechanical effects of postural changes in office environments, Karlsruhe, Österreich, 2015, pp. 1-6
The aim of the study is to investigate the physical and mental effects caused by postural changes between sitting and standing in office environments.…   mehr
  • Tagungsband
  • Software Technologie und Anwendungen
  • Medizintechnik

Designing Trans-European Logistics Networks for Biogenic Residues-based Energy Carrier Production

S. Rotter, S. Brunner, E. Pitzer, S. Hutterer, C. Rohrhofer - Designing Trans-European Logistics Networks for Biogenic Residues-based Energy Carrier Production - Proceedings 4th Central European Biomass Conference, Graz, Österreich, 2014, pp. 235
Facing a cascading use of biomass, several types of biogenic residues as well as different conversion technologies for energy carrier production are under…   mehr
  • Tagungsband
  • Logistikum
  • Software Technologie und Anwendungen

Modeling a Continuous and Accident-Free Intersection Control for Vehicular Traffic in TraffSim

C. Backfrieder, G. Ostermayer - Modeling a Continuous and Accident-Free Intersection Control for Vehicular Traffic in TraffSim - Proceedings of the 8th European Symposium on Computer Modeling and Simulation, Pisa, Italien, 2014, pp. 332-337
  • Tagungsband
  • Informations und Kommunikationssysteme

TraffSim - A Traffic Simulator for Investigations of Congestion Minimization through Dynamic Vehicle Rerouting

C. Backfrieder, G. Ostermayer, C. Mecklenbräuker - TraffSim - A Traffic Simulator for Investigations of Congestion Minimization through Dynamic Vehicle Rerouting - International Journal of Simulation Systems, Science and Technology, Vol. 15, No. 4, 2014, pp. 38-47
  • Journal
  • Informations und Kommunikationssysteme

Evaluation of a histogram based image quality measure for X-ray computed tomography

M. Reiter, D. Weiss, C. Gusenbauer, J. Kastner, M. Erler, S. Kasperl - Evaluation of a histogram based image quality measure for X-ray computed tomography - Proceedings of Conference on Industrial Computed Tomography (iCT2014), Wels, Österreich, 2014
  • Tagungsband
  • Mess- und Prüftechnik
  • Software Technologie und Anwendungen

Data-based prediction of sentiments using heterogeneous model ensembles

S. M. Winkler, S. Schaller, V. Dorfer, M. Affenzeller, G. Petz, M. Karpowicz - Data-based prediction of sentiments using heterogeneous model ensembles - Soft Computing, 2014, pp. 12
  • Journal
  • Software Technologie und Anwendungen

Architecture and Design of the HeuristicLab Optimization Environment

S. Wagner, G. K. Kronberger, A. Beham, M. Kommenda, A. Scheibenpflug, E. Pitzer, S. Vonolfen, M. Kofler, S. M. Winkler, V. Dorfer, M. Affenzeller - Architecture and Design of the HeuristicLab Optimization Environment in Advanced Methods and Applications in Computational Intelligence (Contributions to Book: Part/Chapter/Section 10), (Editors: R. Klempous, J. Nikodem, W. Jacak, Z. Chaczko) - Springer, 2014, pp. 197-261
Many optimization problems cannot be solved by classical mathematical optimization techniques due to their complexity and the size of the solution space. In…   mehr
  • Buch/Buchbeitrag
  • Software Technologie und Anwendungen

Protection Profile for PUF-based Devices

A. Kolberger, I. Schaumüller-Bichl, V. Brunner, M. Deutschmann - Protection Profile for PUF-based Devices - ICT Systems Security and Privacy Protection, Marrakech, Marokko, 2014, pp. 91-98
  • Tagungsband
  • Informations und Kommunikationssysteme

Hierarchical feature selection for biological data

W. Jacak, K. Pröll - Hierarchical feature selection for biological data - Proceedings of the 26th European Modeling and Simulation Symposium EMSS 2014, Bordeaux, Frankreich, 2014, pp. 93-99
In this paper we present feature selection in biological data by combining unsupervised learning with supervised cross validation. Unsupervised clustering…   mehr
  • Tagungsband
  • Software Technologie und Anwendungen

Expanded Animation. Exploring the Vastness of Art, Theory and Play

J. Hagler - Expanded Animation. Exploring the Vastness of Art, Theory and Play - Ars Electronica 2014 Festival für Kunst, Technologie und Gesellschaft, Linz, Österreich, 2014, pp. 150-151
  • Tagungsband
  • Medien und Wissenstechnologien

Bigger is not always better: Display Size, Performance, and Task Load during Peephole Map Navigation

R. Rädle, H. C. Jetter, J. Müller, H. Reiterer - Bigger is not always better: Display Size, Performance, and Task Load during Peephole Map Navigation - CHI '14 CHI Conference on Human Factors in Computing Systems, Toronto, ON, Canada, Kanada, 2014, pp. 4127-4136
  • Tagungsband
  • Medien und Wissenstechnologien

Suspicious Boxes and Friendly Aliens: Exploring the Physical Design of Urban Sensing Technology

H. C. Jetter, S. Gallacher, V. Kalnikaite, Y. Rogers - Suspicious Boxes and Friendly Aliens: Exploring the Physical Design of Urban Sensing Technology - Proceedings of the First International Conference on IoT in Urban Space (Urb-IoT ’14), Rome, Italy, Italien, 2014, pp. 68-73
  • Tagungsband
  • Medien und Wissenstechnologien

Gaining Deeper Insights in Symbolic Regression

M. Affenzeller, S. M. Winkler, G. K. Kronberger, M. Kommenda, B. Burlacu, S. Wagner - Gaining Deeper Insights in Symbolic Regression in Genetic Programming Theory and Practice XI (Contributions to Book: Part/Chapter/Section 10), (Editors: Rick Riolo, Jason H. Moore, Mark Kotanchek) - Springer, 2014, pp. 175-190
A distinguishing feature of symbolic regression using genetic programming is its ability to identify complex nonlinearwhite-boxmodels. This is especially…   mehr
  • Buch/Buchbeitrag
  • Software Technologie und Anwendungen

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