FH OberösterreichForschung & Entwicklung

Software Technologie und Anwendungen Research Center Hagenberg

Publikationen

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

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

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

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

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

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

On the Identification of Virtual Tumor Markers and Tumor Diagnosis Predictors Using Evolutionary Algorithms

S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel - On the Identification of Virtual Tumor Markers and Tumor Diagnosis Predictors Using Evolutionary Algorithms in Advanced Methods and Applications in Computational Intelligence (Editors: R. Klempous, J. Nikodem, W. Jacak, Z. Chaczko) - Springer, 2014, pp. 95-122
In this chapter we present results of empirical research work done on the data based identification of estimation models for tumor markers and cancer...   mehr
  • Buch/Buchbeitrag
  • Software Technologie und Anwendungen

CT-Wizard - Automatic determination of optimal CT measuring parameters for an unknown part

M. Reiter, C. Kuhn, D. Weiss, M. Erler, S. Kasperl, S. Schröpfer - CT-Wizard - Automatic determination of optimal CT measuring parameters for an unknown part - Proceedings of 11th European Conference on Non-Destructive Testing (ECNDT 2014), Prague, Tschechische Republik, 2014
  • Tagungsband
  • Mess- und Prüftechnik
  • Software Technologie und Anwendungen

Software-Enabled Investigation in Metaheuristic Power Grid Optimization

S. Hutterer, A. Beham, M. Affenzeller, F. Auinger, S. Wagner - Software-Enabled Investigation in Metaheuristic Power Grid Optimization - IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, Vol. 10, No. 1, 2014, pp. 364-372
Actual developments in power grid research, analysis, and operation are dominated clearly by the strong convergence of electrical engineering with information...   mehr
  • Journal
  • Software Technologie und Anwendungen

Optimization as a Service: On the Use of Cloud Computing for Metaheuristic Optimization

S. Pimminger, S. Wagner, W. Kurschl, J. Heinzelreiter - Optimization as a Service: On the Use of Cloud Computing for Metaheuristic Optimization - Lecture Notes in Computer Science LNCS 8111, Las Palmas de Gran Canaria, Spanien, 2013, pp. 215-216
  • Tagungsband
  • Software Technologie und Anwendungen

PRIMOS: An Integrated Database of Reassessed Protein–Protein Interactions Providing Web-Based Access to In Silico Validation of Experimentally Derived Data

R. Rid, W. Strasser, D. Siegl, C. Frech, M. Kommenda, T. Kern, H. Hintner, J. W. Bauer, K. Oender - PRIMOS: An Integrated Database of Reassessed Protein–Protein Interactions Providing Web-Based Access to In Silico Validation of Experimentally Derived Data - ASSAY and Drug Development Technologies, Vol. 11, No. 5, 2013, pp. 333-346
Steady improvements in proteomics present a bioinformatic challenge to retrieve, store, and process the accumulating and often redundant amount of information....   mehr
  • Journal
  • Software Technologie und Anwendungen

Better GP Benchmarks: Community Survey Results and Proposals

D. White, J. McDermott, M. Castelli, L. Manzoni, B. Goldman, G. K. Kronberger, W. Jaskowski, U. O'Reilly, S. Luke - Better GP Benchmarks: Community Survey Results and Proposals - Genetic Programming and Evolvable Machines, Vol. 14, No. 1, 2013, pp. 3-29
  • Journal
  • Software Technologie und Anwendungen

Genetic programming: Current trends and applications in computational finance

G. K. Kronberger, M. Affenzeller, S. Fink - Genetic programming: Current trends and applications in computational finance in Recent advances in computational finance (Contributions to Book: Part/Chapter/Section 6), (Editors: N. S. Thomaidis, G. H. Dash) - Nova Science Publishers, Inc., 2013, pp. 99-115
  • Buch/Buchbeitrag
  • Software Technologie und Anwendungen

Einstieg in TYPO3 CMS 6

F. Bongers, A. Stöckl - Einstieg in TYPO3 CMS 6 in Einstieg in TYPO3 CMS 6 - Galileo Press GmbH, 2013
  • Buch/Buchbeitrag
  • Software Technologie und Anwendungen

Application of an Island Model Genetic Algorithm for a Multi-track Music Segmentation Problem

B. Rafael, M. Affenzeller, S. Wagner - Application of an Island Model Genetic Algorithm for a Multi-track Music Segmentation Problem - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 7834, No. 1, 2013, pp. 13-24
Genetic algorithms have been introduced to the field of media segmentation including image, video, and also music segmentation since segmentation problems...   mehr
  • Journal
  • Software Technologie und Anwendungen

The Development of a sensor-based System for older People

J. D. Hallewell Haslwanter, G. Fitzpatrick - The Development of a sensor-based System for older People - HCI 2013 - The Internet of Things, Brunel University, London, Vereinigtes Königreich von Großbritannien und Nordirland, 2013, pp. 1-10
  • Tagungsband
  • Software Technologie und Anwendungen
  • Leben im Alter

Structural Synthesis of Dispatching Rules for Dynamic Dial-a-ride Problems

S. Vonolfen, A. Beham, M. Kommenda, M. Affenzeller - Structural Synthesis of Dispatching Rules for Dynamic Dial-a-ride Problems - Computer Aided Systems Theory - EUROCAST 2013, Las Palmas de Gran Canaria, Spanien, 2013, pp. 276-283
  • Tagungsband
  • Software Technologie und Anwendungen

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