Person

Univ.Prof. DI Dr. Witold Jacak

ehemalige/r Mitarbeiter/in

Ausbildung

Warsaw University of Technology, Robotics and Informatics, habilitation
Okt. 1989 - März 1992
Wroclaw University of Technology, Electronics - System Engineering, Dr. techn.
Okt. 1973 - Feb. 1977
Wroclaw University of Technology, Electronics - Automation Engineering, Master of Science
Okt. 1968 - Juni 1973

Berufliche Laufbahn & Aktivitäten

Upper Austria University of Applied Sciences, Studiengangsleiter, Software Engineering Studiengang FH OÖ
Sep. 1994 - dato
Upper Austria University of Applied Sciences, Studiengangsleiter, Software Engineering für Medicine Studiengang FH OÖ
Sep. 1999 - Okt. 2005
Wroclaw University of Technology, univ. Prof., Institute of Technical Cybernetics
Okt. 1993 - Juli 2007
Johannes Kepler University of Linz, Gastprofessor, Institut für Systemtheorie
Sep. 1991 - Feb. 2004
University of Arizona, USA, Gastprofessor, Electrical and Computer Engineering Department
März 1989 - Aug. 1992

Forschungsinteressen

  • Data driven decision support systems
  • Intelligent Agent Systems: Negotiation, Conflict Managament and Group Knowledge
  • Task Planning and Control of Autonomous Systems
  • Computational and Artificial Intelligence
  • Multi Sensor based Real World Modelling and Reactive Control
  • Neural Networks and Fuzzy Logic based Modelling and Control
  • Intelligent Multi-Agent Robotic Systems
  • Knowledge-based Information Systems
  • Mathematical System Theory
  • Telemedicine and Telerobotics
2014
W. Jacak, K. Pröll - Hierarchical feature selection for biological data - Proceedings of the 26th European Modeling and Simulation Symposium EMSS 2014, Bordeaux, Frankreich, 2014, pp. 93-99 mehr
2014
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,… mehr
2014
W. Jacak, K. Pröll, S. M. Winkler - Neural Networks based Feature Selection in Biological Data Analysis in Advanced Methods and Applications in Computational Intelligence (Contributions to Book: Part/Chapter/Section 5), (Editors: R. Klempous, J. Nikodem, W. Jacak, Z. Chaczko) - Springer, 2014, pp.… mehr
2013
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, Spanien, 2013, pp. 52-58 mehr
2012
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, Österreich, 2012, pp. 14-20 mehr
2012
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 - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 6927, No. 1, 2012, pp. 335-342 mehr
2012
W. Jacak, K. Pröll - Neural Networks Based System for Cancer Diagnosis Support - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 6927, No. 1, 2012, pp. 343-350 mehr
2012
W. Jacak, K. Pröll - Unsupervised Neural Networks based Scoring and Feature Selection in Biological Data Analysis - Proceedings of IEEE APCAST'12 Conference, Sydney, Australien, 2012, pp. 18-23 mehr
2012
K. Pröll, W. Jacak, M. Epstein - Neural Networks based Feature Selection for Biomarker Analysis - Sixth International Workshop on Machine Learning in Systems Biology , Basel, Schweiz, 2012, pp. 1 mehr
2012
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, Österreich, 2012, pp. 265-270 mehr
2012
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, Vereinigte Staaten von Amerika, 2012 mehr
2011
M. Affenzeller, S. M. Winkler, W. Jacak, H. Stekel - Cancer Prediction Models Based on Blood Data with and without Tumor Marker Information - Jahrestagung 2011 der Deutschen, Österreichischen und Schweizerischen Gesellschaften für Hämatologie und Onkologie, Basel, Deutschland, 2011 mehr
2011
S. M. Winkler, M. Affenzeller, W. Jacak, H. Stekel - Heuristic Tumor Markers - Data Based Identification of Classification Models for Tumor Markers. - Jahrestagung 2011 der Deutschen, Österreichischen und Schweizerischen Gesellschaften für Hämatologie und Onkologie, Basel, Deutschland, 2011 mehr
2011
S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel - On the Use of Estimated Tumor Marker Classifications in Tumor Diagnosis Prediction - A Case Study for Breast Cancer - Proccedings of 23rd IEEE European Modeling & Simulation Symposium EMSS 2011, Roma, Italien,… mehr
2011
S. M. Winkler, M. Affenzeller, W. Jacak, H. Stekel - Data Based Prediction of Classification of Tumor Markers AFP, CA-125, CA15-3, CEA, CYFRA, and PSA. - Journal of Clinical Chemistry and Laboratory Medicine, Berlin, Deutschland, 2011 mehr
2011
S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel - Data Based Identification of Estimation Models for Tumor Markers Using Evolutionary Computation - Proceedings of the 19th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB)… mehr
2011
W. Jacak, K. Pröll - Missing Data Estimation for Cancer Diagnosis Support - Proccedings of 23rd IEEE European Modeling & Simulation Symposium EMSS 2011, Roma, Italien, 2011, pp. 1-6 mehr
2011
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,… mehr
2011
J. Langer, T. Tuikka, F. Michahelles, S. Miranda, W. Jacak, S. Grünberger, M. Roland, C. Saminger - Proceedings of the 3rd International Workshop on Near Field Communication - Proceedings of the 3rd International Workshop on Near Field Communication, Hagenberg, Österreich, 2011 mehr
2011
W. Jacak, K. Pröll - Neural Networks Based System for Cancer Diagnosis Support - Proceedings of International Conference on Computer Aided Systems Theory EUROCAST 2011, Las Palmas, Spanien, 2011, pp. 283-285 mehr
2011
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… mehr
2010
S. M. Winkler, M. Affenzeller, W. Jacak, H. Stekel - Classification of Tumor Marker Values Using Heuristic Data Mining Methods - Proceedings of the Genetic and Evolutionary Computation Conference GECCO 2010, Portland, Vereinigte Staaten von Amerika, 2010, pp. 8 mehr
2010
J. Langer, H. Ailisto, S. Grünberger, F. Michahelles, W. Jacak, T. Tuikka, C. Saminger - Proceedings of the 2nd International Workshop on Near Field Communication - Proceedings of the 2nd International Workshop on Near Field Communication, Monaco, Monaco, 2010 mehr
2010
S. M. Winkler, M. Affenzeller, G. K. Kronberger, S. Wagner, W. Jacak, H. Stekel - Feature Selection in the Analysis of Tumor Marker Data Using Evoutionary Algorithms - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Marokko, 2010, pp. 1-6 mehr
2010
W. Jacak, K. Pröll - Neural Network Based Tumor Marker Prediction - Proceedeings of 5th International Conference on Broadband Communication, Information Technology & Biomedical Applications, BroadCom 2010, Malaga, Spanien, 2010, pp. 1-6 mehr
2010
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 mehr
2010
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 mehr
2009
W. Jacak, K. Pröll - Conflict Resolution in Robotic Systems based on local and global Sensor Network - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 5717, No. 1, 2009, pp. 753-760 mehr
2009
S. Wagner, M. Kastner, M. Affenzeller, W. Jacak - Heuristic Methods for Searching and Clustering Hierarchical Workflows - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2009, Las Palmas, Spanien, 2009, pp. 256-257 mehr
2009
M. Kastner, M. Saleh, S. Wagner, M. Affenzeller, W. Jacak - Heuristic Methods for Searching and Clustering Hierarchical Workflows - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 5717, No. 1, 2009, pp. 737-744 mehr
2009
K. Pröll, W. Jacak - Q-Learning Based Therapy Modeling - Proceedings of 21st European Modeling and Simulation Symposium EMSS 2009, Tenerife, Spanien, 2009, pp. 1-6 mehr
2009
W. Jacak, K. Pröll - Multiagent Architecture for Intelligent Autonomous Systems - Proceedings of the IEEE 2nd International Symposium on Logistics and Industrial Informatics (Lindi 2009), Linz, Österreich, 2009, pp. 114-120 mehr
2009
W. Jacak, K. Pröll - Resolution of Conflict in Robotic Systems based on local and global Sensor Network - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2009, Las Palmas, Spanien, 2009, pp. 1-9 mehr
2007
W. Jacak, K. Pröll - Simulation based contract management in intelligent robotic agent system - Proceedings of International Mediterranean Modelling Multiconference I3M2007, Genoa, Italien, 2007, pp. 10-18 mehr
2007
W. Jacak, K. Pröll - Heuristc Method for Conflict Problem Solving in an Intelligent Multiagent System - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2007, Las Palmas, Spanien, 2007, pp. 266-271 mehr
2007
J. T. Olson, J. Rozenblit, W. Jacak, C. Talarico - Hardware/Software Partitioning using Bayesian Belief Networks - IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, Vol. 37, No. 5, 2007, pp. 655-668 mehr
2007
Z. Chaczko, W. Jacak, R. Klempous, J. Nikodem - A Quest for Integrated Object Oriented Approach in Software Design - Proceedings of 8th International Conference IT-based Higher Education and Training, ITHET2007, Kumamoto, Japan, 2007, pp. 21-29 mehr
2007
W. Jacak, K. Pröll - Heuristic Approach to Conflict Problem Solving in an Intelligent Multiagent System - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 4739, No. 4739, 2007, pp. 772-780 mehr
2006
Z. Chaczko, R. Klempous, H. Dobler, W. Jacak, J. Nikodem, H. Maciejewski - Assessment of the Quality of Teaching and Learning Based in Data Driven Evaluation Methods - Proceedings of 7th International Conference on Information Technology Based Higher Education and Training, ITHET 2006, Sydney, Australien,… mehr
2006
W. Jacak, K. Pröll - Data Driven Therapy Modelling - Proceedings of the International Mediterranean Modelling Multiconference (I3M 2015), Barcelona, Spanien, 2006, pp. 681-686 mehr
2005
F. Momen, J. Rozenblit, W. Jacak, J. Peng - An Agent-based Visualisation and Control Architecture for Tactical Operation - Proceedings of International Conference Computer Aided System Theory, EUROCAST 2005, Las Palmas, Spanien, 2005, pp. 284-288 mehr
2005
W. Jacak, K. Pröll, S. Dreiseitl - Evidence-Based Therapy Planning - Proceedings of FH Science Day 2005, Steyr, Österreich, 2005, pp. 48-53 mehr
2003
W. Jacak, K. Pröll, M. Giretzlehner, J. Dirnberger - Knowledge Based System for EBM - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2003, Las Palmas, Spanien, 2003, pp. 125-128 mehr
2003
W. Jacak, K. Pröll, J. Rozenblit - Knowledge Base for Evidence Based Medicine with Bioinformatics Components - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 2809, No. 2809, 2003, pp. 163-173 mehr
2001
W. Jacak, K. Pröll, S. Dreiseitl - Conflict Management in Intelligent Robotic System based on FSM Approach - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 2178, No. 2178, 2001, pp. 52-66 mehr
2001
W. Jacak, K. Pröll, S. Dreiseitl, J. Rozenblit - Conflict Management in Multiagent Robotic System: FSM and Fuzzy Logic Approach - Proceedings of IEEE Intern. Conference System Man Cybernetics SMC'2001, Tucson, Vereinigte Staaten von Amerika, 2001, pp. 1593-1598 mehr
2000
W. Jacak, K. Pröll - Multiagent approach to intelligent control of robot - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 1798, No. 1798, 2000, pp. 38-48 mehr
1999
W. Jacak - Intelligent Robotic Systems: Design, Planning and Control - Kluwer Academic Publisher, 1999, pp. 1-320 mehr
2007
Gute Entscheidungen hängen von guten Informationen ab. Im speziellen Fall der Feuerwehr müssen Entscheidungen nicht nur richtig sondern auch rasch getroffen werden. Und zwar vor Ort, während die Informationen… mehr
2006
In der FH OÖ werden zunehmend Informationen über die wissenschaftlichen Aktivitäten der in Forschung und Entwicklung tätigen Mitarbeiter benötigt. Ziel ist ein standortübergreifendes Wissensdokumentationssystem,… mehr
2003
Den menschlichen Körper und seine interzellularen Prozesse zu verstehen, detailliertes Wissen über Gesundheit und Krankheit zu erhalten und bessere Diagnose- und Behandlungsmöglichkeiten zu entwickeln… mehr