Campus HagenbergResearch Center

Publikationen

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

Security Vulnerabilities of the NDEF Signature Record Type

M. Roland, J. Langer, J. Scharinger - Security Vulnerabilities of the NDEF Signature Record Type - Proceedings of the 3rd International Workshop on Near Field Communication, Hagenberg, Österreich, 2011, pp. 65-70
The NFC Forum has released a first candidate for their Signature Record Type Definition. This specification adds digital signatures to the NFC Data Exchange…   mehr
  • Tagungsband
  • Informations und Kommunikationssysteme

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

Anomalieerkennung in Computernetzen

P. Winter, H. Lampesberger, M. Zeilinger, E. Hermann - Anomalieerkennung in Computernetzen - Datenschutz und Datensicherheit, Vol. 35, No. 4, 2011, pp. 235-239
Seit Dekaden wird bereits an Anomalieerkennung in Computernetzen geforscht. Maßgebliche Erfolge blieben bis heute allerdings aus. Zwar werden regelmäßig…   mehr
  • Journal
  • Informations und Kommunikationssysteme

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

Prediction of metastatic disease by computer aided interpretation of tumour markers in patients with malignant melanoma: a feasibility study

C. Scheibboeck, T. Mehl, D. Rafolt, S. Dreiseitl, K. Schlager, J. Weingast, M. Binder - Prediction of metastatic disease by computer aided interpretation of tumour markers in patients with malignant melanoma: a feasibility study - Proceedings of ehealth 2010, Wien, Österreich, 2010, pp. 161-166
  • Tagungsband
  • Informations und Kommunikationssysteme

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

Outlier detection with one-class SVMs: An application to melanoma prognosis

S. Dreiseitl, M. Osl, C. Scheibboeck, M. Binder - Outlier detection with one-class SVMs: An application to melanoma prognosis - Proceedings of the AMIA Annual Fall Symposium 2010, Washington, Vereinigte Staaten von Amerika, 2010, pp. 172-176
  • Tagungsband
  • Informations und Kommunikationssysteme

Effect of data combination on predictive modeling: A study using gene expression data

M. Osl, S. Dreiseitl, J. Kim, K. Patel, C. Baumgartner, L. Ohno-Machado - Effect of data combination on predictive modeling: A study using gene expression data - Proceedings of the AMIA Annual Fall Symposium 2010, Washington, Vereinigte Staaten von Amerika, 2010, pp. 567-571
  • Tagungsband
  • Informations und Kommunikationssysteme

An evaluation of heuristics for rule ranking.

S. Dreiseitl, M. Osl, S. Vinterbo - An evaluation of heuristics for rule ranking. - ARTIFICIAL INTELLIGENCE IN MEDICINE, Vol. 50, No. 3, 2010, pp. 175-180
  • Journal
  • Informations und Kommunikationssysteme

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

Einsatz und Koexistenz mobiler Kommunikationstechnologien im Bereich der energieeffizienten Mobilität

R. Neumeier, G. Ostermayer - Einsatz und Koexistenz mobiler Kommunikationstechnologien im Bereich der energieeffizienten Mobilität - Energieeffiziente Mobilität, Hagenberg, Österreich, 2010, pp. 105-111
  • Tagungsband
  • Informations und Kommunikationssysteme

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

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