Hagenberg CampusResearch Center

Software Technology and Applications Research Center Hagenberg Campus

Publications

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

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 - Proceedings of 11th Austrian Proteomic Research Symposium (APRS 2013), Innsbruck, Austria, 2013
  • Proceedings
  • Software Technology and Applications

Evolutionary Identification of Cancer Predictors Using Clustered Data

S. M. Winkler, M. Affenzeller, H. Stekel - Evolutionary Identification of Cancer Predictors Using Clustered Data - Companion Publication of the 2013 Genetic and Evolutionary Computation Conference, GECCO'13 Companion, Amsterdam, Netherlands, 2013, pp. 1463-1470
  • Proceedings
  • Software Technology and Applications

Statistical Analysis of the Relationship between Spots and Structures in Microscopy Images

S. Schaller, J. Jacak, M. Sams, S. M. Winkler - Statistical Analysis of the Relationship between Spots and Structures in Microscopy Images - Lecture Notes in Computer Science LNCS 8111, Las Palmas de Gran Canaria, Spain, 2013
  • Proceedings
  • Software Technology and Applications

Design of the SEEWOP Software Prototype

T. Kern, T. Peschetz, G. Petz - Design of the SEEWOP Software Prototype - Proceedings of the 15th International Conference on Harbor, Maritime & Multimodal Logistics Modelling and Simulation, Athens, Greece, 2013, pp. 7
E-mobility in the sense of virtual mobility – the performance of tasks via electronic networks by so-called eworkers – reduces the necessity to commute...   more
  • Proceedings
  • Software Technology and Applications

An Integrated Clustering an Classification Approach for the Analysis of Tumor Patient Data

S. M. Winkler, M. Affenzeller, H. Stekel - An Integrated Clustering an Classification Approach for the Analysis of Tumor Patient Data - Lecture Notes in Computer Science LNCS 8111, Las Palmas de Gran Canaria, Spain, 2013, pp. 230-233
  • Proceedings
  • Software Technology and Applications

Improving the Accuracy of Cancer Prediction by Ensemble Confidence Evaluation

M. Affenzeller, S. M. Winkler, H. Stekel, S. Forstenlechner, S. Wagner - Improving the Accuracy of Cancer Prediction by Ensemble Confidence Evaluation - Lecture Notes in Computer Science LNCS 8111, Las Palmas de Gran Canaria, Spain, 2013, pp. 316-323
In this paper we describe the integration of ensemble modeling into genetic programming based classification and discuss concepts how to use genetic...   more
  • Proceedings
  • Software Technology and Applications

Variable Interaction Networks in Medical Data

S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel - Variable Interaction Networks in Medical Data - Proceedings of the 24th European Modeling and Simulation Symposium EMSS 2012, Vienna, Austria, 2012, pp. 265-270
  • Proceedings
  • Software Technology and Applications

Analysis of the Relevance of Blood Parameters and Virtual Tumor Markers in Tumor Diagnosis Prediction

S. M. Winkler, M. Affenzeller, H. Stekel - Analysis of the Relevance of Blood Parameters and Virtual Tumor Markers in Tumor Diagnosis Prediction - Proceedings of IEEE APCAST'12 Conference, Sydney, Australia, 2012
  • Proceedings
  • Software Technology and Applications

Data Based Prediction of Tumor Diagnoses and the Role of Tumor Markers

S. M. Winkler, M. Affenzeller, W. Jacak, H. Stekel - Data Based Prediction of Tumor Diagnoses and the Role of Tumor Markers - Proceedings of the 20th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB), Long Beach, CA, United States of America, 2012
  • Proceedings
  • Software Technology and Applications

An Adaption of the Schema Theorem to Various Crossover and Mutation Operators for a Music Segmentation Problem

B. Rafael, M. Affenzeller, S. Wagner - An Adaption of the Schema Theorem to Various Crossover and Mutation Operators for a Music Segmentation Problem - Companion Publication of the 2012 Genetic and Evolutionary Computation Conference, GECCO'12 Companion, Philadelphia, United States of America, 2012, pp. 469-476
The schema theorem provides theoretical background for the effectiveness of genetic algorithms and serves as a formal model to explain their success. It...   more
  • Proceedings
  • Software Technology and Applications

An Exact Approach for Single Machine Subproblems in Shifting Bottleneck Procedures for Job Shops with Total Weighted Tardiness Objective

R. Braune, G. Zäpfel, M. Affenzeller - An Exact Approach for Single Machine Subproblems in Shifting Bottleneck Procedures for Job Shops with Total Weighted Tardiness Objective - EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, Vol. 218, No. 1, 2012, pp. 76-85
In this paper, we propose an exact solution method for single machine scheduling problems typically arising from bottleneck-based decomposition of weighted...   more
  • Journal
  • Software Technology and Applications

Identifying HCD & ETD Spectra – A New Approach

V. Dorfer, P. Pichler, S. M. Winkler, K. Mechtler - Identifying HCD & ETD Spectra – A New Approach - Proceedings of the 10th Austrian Proteomic Research Symposium, Graz, Austria, 2012
  • Proceedings
  • Software Technology and Applications

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