Person

Univ.Prof. DI Dr. Witold Jacak

former employee

Education

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

Professional career & activities

Upper Austria University of Applied Sciences, Head of Department, Software Engineering Department
Sep 1994 - dato
Upper Austria University of Applied Sciences, Head of Department, Software Engineering for Medicine Department
Sep 1999 - Oct 2005
Wroclaw University of Technology, Full Professor, Institute of Technical Cybernetics
Oct 1993 - Jul 2007
Johannes Kepler University of Linz, Guest Prof., Institute of System Engineering
Sep 1991 - Feb 2004
University of Arizona, USA, Visiting Prof., Electrical and Computer Engineering Department
Mar 1989 - Aug 1992

Research interests

  • Intelligent Agent Systems: Negotiation, Conflict Managament and Group Knowledge
  • Mathematical System Theory
  • Task Planning and Control of Autonomous Systems
  • Telemedicine and Telerobotics
  • Multi Sensor based Real World Modelling and Reactive Control
  • Knowledge-based Information Systems
  • Computational and Artificial Intelligence
  • Data driven decision support systems
  • Intelligent Multi-Agent Robotic Systems
  • Neural Networks and Fuzzy Logic based Modelling and Control
2014
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 more
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,… more
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.… more
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, Spain, 2013, pp. 52-58 more
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, Austria, 2012, pp. 14-20 more
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 more
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 more
2012
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 more
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, Switzerland, 2012, pp. 1 more
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, Austria, 2012, pp. 265-270 more
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, United States of America, 2012 more
2011
M. Affenzeller, S. M. Winkler, W. Jacak, H. Stekel - Cancer Prediction Models Based on Blood Data with and without Tumor Marker Information - Symposium 2011 of the German, Austrian, and Swiss Societies for Hematology and Onkology, Basel, Germany, 2011 more
2011
S. M. Winkler, M. Affenzeller, W. Jacak, H. Stekel - Heuristic Tumor Markers - Data Based Identification of Classification Models for Tumor Markers. - Symposium 2011 of the German, Austrian, and Swiss Societies for Hematology and Onkology, Basel, Germany, 2011 more
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, Italy,… more
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, Germany, 2011 more
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 and 10th… more
2011
W. Jacak, K. Pröll - Missing Data Estimation for Cancer Diagnosis Support - Proccedings of 23rd IEEE European Modeling & Simulation Symposium EMSS 2011, Roma, Italy, 2011, pp. 1-6 more
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,… more
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, Austria, 2011 more
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, Spain, 2011, pp. 283-285 more
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… more
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, United States of America, 2010, pp. 8 more
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 more
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, Morocco, 2010, pp. 1-6 more
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, Spain, 2010, pp. 1-6 more
2010
W. Jacak, K. Pröll, H. Stekel - Data Driven Tumor Marker Prediction System - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Morocco, 2010, pp. 1-6 more
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 more
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 more
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, Spain, 2009, pp. 256-257 more
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 more
2009
K. Pröll, W. Jacak - Q-Learning Based Therapy Modeling - Proceedings of 21st European Modeling and Simulation Symposium EMSS 2009, Tenerife, Spain, 2009, pp. 1-6 more
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, Austria, 2009, pp. 114-120 more
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, Spain, 2009, pp. 1-9 more
2007
W. Jacak, K. Pröll - Simulation based contract management in intelligent robotic agent system - Proceedings of International Mediterranean Modelling Multiconference I3M2007, Genoa, Italy, 2007, pp. 10-18 more
2007
W. Jacak, K. Pröll - Heuristic Method for Conflict Problem Solving in an Intelligent Multiagent System - Proceedings of International Conference Computer Aided Systems Theory EUROCAST 2007, Las Palmas, Spain, 2007, pp. 266-271 more
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 more
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 more
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 more
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, Australia,… more
2006
W. Jacak, K. Pröll - Data Driven Therapy Modelling - Proceedings of the International Mediterranean Modelling Multiconference (I3M 2015), Barcelona, Spain, 2006, pp. 681-686 more
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, Spain, 2005, pp. 284-288 more
2005
W. Jacak, K. Pröll, S. Dreiseitl - Evidence-Based Therapy Planning - Proceedings of FH Science Day 2005, Steyr, Austria, 2005, pp. 48-53 more
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, Spain, 2003, pp. 125-128 more
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 more
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 more
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, United States of America, 2001, pp. 1593-1598 more
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 more
1999
W. Jacak - Intelligent Robotic Systems: Design, Planning and Control - Kluwer Academic Publisher, 1999, pp. 1-320 more
2006
2003
In the past few years, the promises of biotechnology - understanding the human body and its intercellular processes, detailed knowledge of health and disease, better diagnostics and treatments - have been… more