FH Upper AustriaResearch & Development

Software Technology and Applications Research Center Hagenberg Campus

Publications

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

UNSUPERVISED LEARNING APPROACH TO FEATURE SELECTION IN BIOLOGICAL DATA ANALYSIS

W. Jacak, K. Pröll - UNSUPERVISED LEARNING APPROACH TO FEATURE SELECTION IN BIOLOGICAL DATA ANALYSIS - Proceedings of the 24th European Modeling and Simulation Symposium EMSS 2012, Vienna, Austria, 2012, pp. 14-20
In this paper we present a novel method for scoring function specification and feature selection by combining unsupervised learning with supervised cross...   more
  • Proceedings
  • Software Technology and Applications

Adaptive User Interfaces on Tablets to Support People With Disabilities

W. Kurschl, M. Augstein, H. Stitz - Adaptive User Interfaces on Tablets to Support People With Disabilities - ABIS 2012 - Proceedings of the 19th International Workshop on Personalization and Recommendation on the Web and Beyond, Konstanz, Germany, 2012, pp. 4
With the advent of tablet computers, touch screens, gesture-based interaction and speech recognition, sophisticated applications with Natural User Interfaces...   more
  • Proceedings
  • Software Technology and Applications
  • Information and Communication Systems

Performance Benchmarking of Metaheuristic Optimization in the Cloud with Windows Azure

S. Pimminger, S. Wagner, W. Kurschl, A. Scheibenpflug, J. Heinzelreiter - Performance Benchmarking of Metaheuristic Optimization in the Cloud with Windows Azure - Proceedings of IEEE APCAST'12 Conference, Sydney, Australia, 2012, pp. 57-59
  • Proceedings
  • Software Technology and Applications

Supporting Value Chain Integration through Ontology-Based Modeling

C. Engelhardt-Nowitzki, C. Engelhardt-Nowitzki, N. Kryvinska, C. Strauss - Supporting Value Chain Integration through Ontology-Based Modeling - 2012 Sixth International Conference on Complex, Intelligent, and Software Intensive Systems, Palermo, Italy, 2012, pp. 191-197
Operational communication and coordination between companies are most important in economic value networks. However, there are huge shortages concerning the...   more
  • Proceedings
  • Software Technology and Applications

Enhanced Confidence Interpretations of GP-based Ensemble Modeling Results

M. Affenzeller, S. M. Winkler, S. Forstenlechner, G. K. Kronberger, M. Kommenda, S. Wagner, H. Stekel - Enhanced Confidence Interpretations of GP-based Ensemble Modeling Results - Proceedings of the 24th European Modeling and Simulation Symposium EMSS 2012, Vienna, Austria, 2012, pp. 340-345
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

Combining Data Mining and Ontology Engineering to Enrich Ontologies and Linked Data

M. d'Aquin, G. K. Kronberger, M. Suárez-Figueroa - Combining Data Mining and Ontology Engineering to Enrich Ontologies and Linked Data - Proceedings of the First International Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data, 2012, pp. 19-24
In this position paper, we claim that the need for time consuming data preparation and result interpretation tasks in knowledge discovery, as well as for...   more
  • Non-scientific
  • Software Technology and Applications

Knowledge Discovery through Symbolic Regression with HeuristicLab

G. K. Kronberger, S. Wagner, M. Kommenda, A. Beham, A. Scheibenpflug, M. Affenzeller - Knowledge Discovery through Symbolic Regression with HeuristicLab - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 7524, No. 1, 2012, pp. 824-827
  • Journal
  • Software Technology and Applications

Symbolic Regression Using Tabu Search in a Neighborhood of Semantically Similar Solutions

G. K. Kronberger, A. Beham - Symbolic Regression Using Tabu Search in a Neighborhood of Semantically Similar Solutions - Proceedings of the 24th European Modeling and Simulation Symposium EMSS 2012, Vienna, Austria, 2012
In this paper we describe for the first time a tabu search algorithm for symbolic regression. The novel contribution presented in this work is the idea to use...   more
  • Proceedings
  • Software Technology and Applications

Unsupervised Neural Networks based Scoring and Feature Selection in Biological Data Analysis

W. Jacak, K. Pröll - Unsupervised Neural Networks based Scoring and Feature Selection in Biological Data Analysis - Proceedings of IEEE APCAST'12 Conference, Sydney, Australia, 2012, pp. 18-23
In this paper we present a novel method for scoring function specification and feature selection by combining unsupervised learning with supervised cross...   more
  • Proceedings
  • Software Technology and Applications

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