FH OberösterreichForschung & Entwicklung

Software Technologie und Anwendungen Research Center Hagenberg

Publikationen

New Genetic Programming Hypothesis Search Strategies for Improving the Interpretability in Medical Data Mining Applications

M. Affenzeller, C. Fischer, G. K. Kronberger, S. M. Winkler, S. Wagner - New Genetic Programming Hypothesis Search Strategies for Improving the Interpretability in Medical Data Mining Applications - Proccedings of 23rd IEEE European Modeling & Simulation Symposium EMSS 2011, Roma, Italien, 2011
In this paper we describe a new variant of offspring selection applied to medical diagnosis modeling which is designed to guide the hypothesis search of…   mehr
  • Tagungsband
  • Software Technologie und Anwendungen

Identification of Cancer Diagnosis Estimation Models Using Evolutionary Algorithms - A Case Study for Breast Cancer, Melanoma, and Cancer in the Respiratory System

S. M. Winkler, M. Affenzeller, W. Jacak, H. Stekel - Identification of Cancer Diagnosis Estimation Models Using Evolutionary Algorithms - A Case Study for Breast Cancer, Melanoma, and Cancer in the Respiratory System - Proceedings of the Genetic and Evolutionary Computation Conference GECCO 2011, Dublin, Irland, 2011
  • Tagungsband
  • Software Technologie und Anwendungen

Activity sequence modelling and dynamic clustering for personalized e-learning

M. Köck, A. Paramythis - Activity sequence modelling and dynamic clustering for personalized e-learning - Journal of User Modeling and User-Adapted Interaction, Vol. 21, No. 1, 2011, pp. 51-97
Monitoring and interpreting sequential learner activities has the potential to improve adaptivity and personalization within educational environments. We…   mehr
  • Journal
  • Software Technologie und Anwendungen
  • Medien und Wissenstechnologien

Lower Bounds for Single Machine Subproblems Occuring in Weighted Tardiness Oriented Shifting Bottleneck Procedures

R. Braune, G. Zäpfel, M. Affenzeller - Lower Bounds for Single Machine Subproblems Occuring in Weighted Tardiness Oriented Shifting Bottleneck Procedures - IEEE Symposium Series on Computational Intelligence – SSCI 2011, Paris, Frankreich, 2011, pp. 25-32
  • Tagungsband
  • Software Technologie und Anwendungen

A Survey on Situation-Aware Ambient Intelligence Systems

M. Buchmayr, W. Kurschl - A Survey on Situation-Aware Ambient Intelligence Systems - Journal of Ambient Intelligence and Humanized Computing, Vol. 2, No. 3, 2011
  • Journal
  • Software Technologie und Anwendungen

Vermittlung kunstgeschichtlicher Inhalte durch die Kontextualisierung von Kunstwerken

M. Arends, J. Wolfartsberger, D. Goldfarb, D. Merkl, M. Weingartner - Vermittlung kunstgeschichtlicher Inhalte durch die Kontextualisierung von Kunstwerken - Electronic Imaging & the Visual Arts, Berlin, Deutschland, 2011, pp. 154-160
Wir geben einen kurzen Einblick in Konzepte der Vermittlung von Kunstinhalten mit Hilfe informationstechnologischer Methoden und beschreiben unsere eigene…   mehr
  • Tagungsband
  • Software Technologie und Anwendungen

Analysis of Single-Objective and Multi-Objective Evolutionary Algorithms in Keyword Cluster Optimization

V. Dorfer, S. M. Winkler, T. Kern, G. Petz, P. Faschang - Analysis of Single-Objective and Multi-Objective Evolutionary Algorithms in Keyword Cluster Optimization - Proceedings of International Conference on Computer Aided Systems Theory EUROCAST 2011, Las Palmas, Spanien, 2011, pp. 3
As it is not trivial to cope with the fast growing number of papers published in the field of medicine and biology, intelligent search strategies are needed to…   mehr
  • Tagungsband
  • Software Technologie und Anwendungen

Analysis of Selected Evolutionary Algorithms in Feature Selection and Parameter Optimization for Data Based Tumor Marker Modeling

S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel - Analysis of Selected Evolutionary Algorithms in Feature Selection and Parameter Optimization for Data Based Tumor Marker Modeling - Proceedings of International Conference on Computer Aided Systems Theory EUROCAST 2011, Las Palmas, Spanien, 2011, pp. 4
In this paper we report on the use of evolutionary algorithms for optimizing the identification of classification models for selected tumor markers. Our goal…   mehr
  • Tagungsband
  • Software Technologie und Anwendungen

Prediction of Blood Demands in a Hospital

C. Fischer, L. Bloder, C. Neumüller, S. Pimminger, M. Affenzeller, S. M. Winkler, H. Stekel, R. Frechinger - Prediction of Blood Demands in a Hospital - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Marokko, 2010, pp. 6
In this paper we describe the use of genetic programming for the prediction of blood demands. As blood bags for Hospitals are provided by blood banks on…   mehr
  • Tagungsband
  • Software Technologie und Anwendungen

Effective allele preservation by offspring selection: an empirical study for the TSP

M. Affenzeller, S. Wagner, S. M. Winkler - Effective allele preservation by offspring selection: an empirical study for the TSP - International Journal of Simulation and Process Modelling, Vol. 6, No. 1, 2010, pp. 29-39
  • Journal
  • Software Technologie und Anwendungen

Enhanced Priority Rule Synthesis with Waiting Conditions

A. Beham, M. Kofler, S. Wagner, M. Affenzeller, H. Heiss, M. Vorderwinkler - Enhanced Priority Rule Synthesis with Waiting Conditions - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Marokko, 2010, pp. 65-70
  • Tagungsband
  • Software Technologie und Anwendungen

Using ERP-Driven Flow Analysis to Optimize a Constrained Facility Layout Problem

A. Beham, M. Kofler, S. Wagner, M. Affenzeller, W. Puchner - Using ERP-Driven Flow Analysis to Optimize a Constrained Facility Layout Problem - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Marokko, 2010, pp. 71-76
  • Tagungsband
  • Software Technologie und Anwendungen

Comparative Visualization for Parameter Studies of Dataset Series

C. Heinzl, M. M. Malik, E. Gröller - Comparative Visualization for Parameter Studies of Dataset Series - IEEE Transactions on Visualization and Computer Graphics (TVCG), Vol. 16, No. 5, 2010, pp. 829-840
  • Journal
  • Software Technologie und Anwendungen

Data Driven Therapy Decision Support System

W. Jacak, K. Pröll - Data Driven Therapy Decision Support System in Biomedical and Environmental Sensing (Contributions to Book: Part/Chapter/Section 1), (Editors: J. Agbinya, S. Lal ) - River Publishers (Series in Information Science), 2010, pp. 1-27
  • Buch/Buchbeitrag
  • Software Technologie und Anwendungen

Optimization of Keyword Grouping in Biomedical Information Retrieval Using Evolutionary Algorithms

V. Dorfer, S. M. Winkler, T. Kern, G. Petz, P. Faschang - Optimization of Keyword Grouping in Biomedical Information Retrieval Using Evolutionary Algorithms - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Marokko, 2010, pp. 25-30
The amount of data available in the field of life sciences is growing exponentially; therefore, intelligent information search strategies are required to find…   mehr
  • Tagungsband
  • Software Technologie und Anwendungen

Heuristische Modellierung der Krankheitsverlaufsdaten von Menschen mit Alzheimer Demenz

S. M. Winkler, S. Auer, M. Affenzeller - Heuristische Modellierung der Krankheitsverlaufsdaten von Menschen mit Alzheimer Demenz - Tagungsband des 4. Forschungsforums der österreichischen Fachhochschulen, Pinkafeld, Österreich, 2010, pp. 23-28
  • Tagungsband
  • Software Technologie und Anwendungen

On-Line Parameter Optimization Strategies for Metaheuristics

M. Affenzeller, L. Pöllabauer, G. K. Kronberger, E. Pitzer, S. Wagner, S. M. Winkler, A. Beham, M. Kofler - On-Line Parameter Optimization Strategies for Metaheuristics - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Marokko, 2010, pp. 31-36
  • Tagungsband
  • Software Technologie und Anwendungen

Energieeffiziente Mobilität

J. Kastner, G. Zauner, T. Kern, L. Höfler - Energieeffiziente Mobilität in Energieeffiziente Mobilität - Shaker Verlag, 2010
  • Buch/Buchbeitrag
  • Logistikum
  • Software Technologie und Anwendungen
  • Werkstoff- und Produktionstechnik

Data Driven Tumor Marker Prediction System

W. Jacak, K. Pröll, H. Stekel - Data Driven Tumor Marker Prediction System - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Marokko, 2010, pp. 1-6
In this paper a system for the prediction of tumor marker values based on standard blood is presented. Several neural networks are used to learn from blood…   mehr
  • Tagungsband
  • Software Technologie und Anwendungen

Analysis of the Dynamics of Allele Distribution for some Selected GA-variants

M. Affenzeller, S. Wagner, S. M. Winkler, A. Beham - Analysis of the Dynamics of Allele Distribution for some Selected GA-variants - Proceedings of the 14th IEEE International Conference on Intelligent Engineering Systems INES 2010, Las Palmas, Spanien, 2010, pp. 13-18
This paper exemplarily points out how essential genetic information evolves during the runs of certain selected GA-variants. The discussed algorithmic…   mehr
  • Tagungsband
  • Software Technologie und Anwendungen

A Closer Look Down the Basins of Attraction

E. Pitzer, M. Affenzeller, A. Beham - A Closer Look Down the Basins of Attraction - 2010 UK Workshop on Computational Intelligence (UKCI), Colchester, Vereinigtes Königreich von Großbritannien und Nordirland, 2010, pp. 6
Formal fitness landscape analysis enables us to study basins of attraction with great detail. This seemingly simple concept shows more variability and…   mehr
  • Tagungsband
  • Software Technologie und Anwendungen

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