FH Upper AustriaResearch & Development

Software Technology and Applications Research Center Hagenberg Campus

Publications

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, France, 2014, pp. 93-99
In this paper we present feature selection in biological data by combining unsupervised learning with supervised cross validation. Unsupervised clustering...   more
  • Proceedings
  • Software Technology and Applications

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...   more
  • Book
  • Software Technology and Applications

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...   more
  • Book
  • Software Technology and Applications

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, Czech Republic, 2014
  • Proceedings
  • Measuring and Testing Technolgy
  • Software Technology and Applications

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...   more
  • Journal
  • Software Technology and Applications

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, Spain, 2013, pp. 215-216
  • Proceedings
  • Software Technology and Applications

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....   more
  • Journal
  • Software Technology and Applications

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
We present the results of a community survey regarding genetic programming (GP) benchmark practices. Analysis shows broad consensus that improvement is needed...   more
  • Journal
  • Software Technology and Applications

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
Genetic programming (GP) is a general problem solving approach that uses evolutionary dynamics to find computer programs that solve the specified problems when...   more
  • Book
  • Software Technology and Applications

Introduction to TYPO3 CMS 6

F. Bongers, A. Stöckl - Introduction to TYPO3 CMS 6 in Intrroduction to TYPO3 CMS 6 - Galileo Press GmbH, 2013
  • Book
  • Software Technology and Applications

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...   more
  • Journal
  • Software Technology and Applications

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, United Kingdom of Great Britain and Northern Ireland, 2013, pp. 1-10
An aging population is creating increasing pressures on health care systems. Assistive technolo-gies including telecare monitoring applications installed in...   more
  • Proceedings
  • Software Technology and Applications
  • Quality of Life for the Elderly

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 - Proceedings of the 14th International Conference on Computer Aided Systems Theory (EUROCAST 2013), Las Palmas de Gran Canaria, Spain, 2013, pp. 276-283
The dial-a-ride problem consists of designing vehicle routes in the area of passenger transportation. Assuming that each vehicle can act autonomously, the...   more
  • Proceedings
  • Software Technology and Applications

GPDL: A Framework-Independent Problem Definition Language for Grammar Guided Genetic Programming

G. K. Kronberger, M. Kommenda, S. Wagner, H. Dobler - GPDL: A Framework-Independent Problem Definition Language for Grammar Guided Genetic Programming - Companion Publication of the 2013 Genetic and Evolutionary Computation Conference, GECCO'13 Companion, Amsterdam, Netherlands, 2013, pp. 1333-1340
Defining custom problem types in genetic programming (GP) software systems is a tedious task that usually involves the implementation of custom classes and...   more
  • Proceedings
  • Software Technology and Applications

Effects of Constant Optimization by Nonlinear Least Squares Minimization in Symbolic Regression

M. Kommenda, G. K. Kronberger, S. M. Winkler, M. Affenzeller, S. Wagner - Effects of Constant Optimization by Nonlinear Least Squares Minimization in Symbolic Regression - Companion Publication of the 2013 Genetic and Evolutionary Computation Conference, GECCO'13 Companion, Amsterdam, Netherlands, 2013, pp. 1121-1127
  • Proceedings
  • Software Technology and Applications

Visualization of Genetic Lineages and Inheritance Information in Genetic Programming

B. Burlacu, M. Affenzeller, M. Kommenda, S. M. Winkler, G. K. Kronberger - Visualization of Genetic Lineages and Inheritance Information in Genetic Programming - Companion Publication of the 2013 Genetic and Evolutionary Computation Conference, GECCO'13 Companion, Amsterdam, Netherlands, 2013, pp. 1351-1358
  • Proceedings
  • Software Technology and Applications

Declarative Modeling and Bayesian Inference of Dark Matter Halos

G. K. Kronberger - Declarative Modeling and Bayesian Inference of Dark Matter Halos - Proceedings of the 14th International Conference on Computer Aided Systems Theory (EUROCAST 2013), Las Palmas de Gran Canaria, Spain, 2013, pp. 195-202
  • Proceedings
  • Software Technology and Applications

Evolution of Covariance Functions for Gaussian Process Regression using Genetic Programming

G. K. Kronberger, M. Kommenda - Evolution of Covariance Functions for Gaussian Process Regression using Genetic Programming - Proceedings of the 14th International Conference on Computer Aided Systems Theory (EUROCAST 2013), Las Palmas de Gran Canaria, Spain, 2013, pp. 308-315
  • Proceedings
  • Software Technology and Applications

ATLab: An Accessible Cross Platform Gaming Framework for People with Disabilities

P. Heumader, M. Augstein, T. Burger, D. Hofer, R. Koutney, W. Kurschl, K. Miesenberger, H. Stitz, M. Vieghofer - ATLab: An Accessible Cross Platform Gaming Framework for People with Disabilities - Proceedings of AAATE 2013, Vilamoura, Portugal, 2013, pp. 404-409
Being able to develop accessible cross platform applications by having a single codebase is a major advantage for software-engineering. However it is difficult...   more
  • Proceedings
  • Software Technology and Applications
  • Information and Communication Systems

Cross classification approach for feature selection

W. Jacak, K. Pröll, S. M. Winkler - Cross classification approach for feature selection - Lecture Notes in Computer Science LNCS 8111, Las Palmas de Gran Canaria, Spain, 2013, pp. 52-58
In this paper we present a novel method for objective function specification and feature selection method by combining unsupervised learning with supervised...   more
  • Proceedings
  • Software Technology and Applications

MS Amanda: A Novel Algorithm for the Identification of High Accuracy Tandem Mass Spectrometry Data

V. Dorfer, P. Pichler, S. M. Winkler, K. Mechtler - MS Amanda: A Novel Algorithm for the Identification of High Accuracy Tandem Mass Spectrometry Data - 61st ASMS Conference on Mass Spectrometry and Allied Topics, Minneapolis, United States of America, 2013
  • Proceedings
  • Software Technology and Applications

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