Oliver Krauss
Phone: +43 (0)50804-27195
E-Mail: oliver.krauss@fh-hagenberg.at
Widok
Research Interests
- Dissertation – Application of Genetic Programming for Code Compilation in Just-in-Time Compilers
- Machine Learning
Genetic Programming, Classification, Simulation - Virtual- Mixed- and Augmented Reality
Positioning, Image Recognition, Medical Applications - eHealth
Standardization, Interoperability, HL7
Projects
- moxUP – Modelling 3D Objects Cross Usecase and Platform (Details)
- EDEN – Emergency Detection for Elevator Networks (Details)
- PASS – Plan Analysis using Self Learning Solutions (Details)
- i2f – Interface 2 Face (Details)
- D4K – Drive for Knowledge (Details)
- KIMBO – Collaborative Interdisciplinary Medical Boards (Details)
- ARISE – Advertisement Recommendation and Intelligent Scheduling for Elevators (Details)
- GUIDE – Guide for Automated User Identification (Details)
- ARRR – Augmented Reality Room Recognition (Details)
- VOIGAS – Vorschlagswesen in der Gastronomie (Details)
- MSBPMN – Modell- und Standardbasierte Prozesssimulation in der Medizin (Details)
Committees
- HL7 International – FHIR Workflow – Member – Standardization of Processes in Healthcare
- HL7 Austria – Boardmember
- HL7 Austria – FHIR – Member – Austrian Profiles for the HL7 FHIR Standard
- HL7 Austria – Education – Chair – Creation of education materials and courses about the HL7 Healthcare Standards
Publications
- 2020 – Towards Konwledge-guided Genetic Improvement (Details)
- 2020 – Evolving sqrt into 1/x via Software Data Maintenance (Details)
- 2020 – Integrating HeuristicLab with Compilers and Interpreters for Non-Functional Code Optimization (Details)
- 2020 – Automatically Evolving Lookup tables for Function Approximation (Details)
- 2019 – The State and Future of Genetic Improvement (Details)
- 2019 – Mining patterns from genetic improvement experiments (Details)
- 2019 – Automated Verification of Structured Questionnaires Using HL7 FHIR (Details)
- 2018 – A Model for Implementing an Interoperable Electronic Consent Form for Medical Treatment Using HL7 FHIR (Details)
- 2018 – Dynamic Fitness Functions for Genetic Improvement in Compilers and Interpreters (Details)
- 2018 – Towards a Framework for Stochastic Performance Optimizations in Compilers and Interpreters – An Architecture Overview – 15th International Conference on Managed Languages & Runtimes (Details)
- 2018 – Model-based Image Processing Approaches For Automated Person Identification and Authentification in Online Banking
- 2018 – Towards Retooling the Microsoft Hololens as Outdoor AR and MR Device
- 2017 – Genetic Improvement in Code Interpreters and Compilers (Details)
- 2017 – Towards standards based health data extraction facilitating process mining (Details)
- 2017 – Challenges and Approaches to Make Multidisciplinary Team Meetings Interoperable – The KIMBo Project. (Details)
- 2016 – Elevator Simulation for Testing Advertisement Scheduling Systems (Details)
- 2016 – Heuristics for Job Shop Scheduling with Volatile Machine Constraints (Details)
- 2016 – Multidisciplinary Team Meetings-A Literature Based Process Analysis (Details)
- 2015 – Prefetching of Medical Imaging Data Across XDS Affinity Domains (Details)
- 2015 – Applying FHIR in an Integrated Health Monitoring System (Details)
- 2015 – A Comparison of Data Traffic in Standardized Personal Health Monitoring Solutions (Details)
Teaching
- SS20 – FH St. Pölten Digital Healthcare Master – Electronic Health Records (EHRE)
- SS20 – Student project Weigl Control
- SS20 – Semistrukturierte Datenmodelle und XML (SSD)
- SS20 – Collaborative Project Management (CPM)
- SS20 – Informationssysteme des Gesundheitswesens (IGS)
- SS20 – eHealth – Medizinische Dokumentation (EMD)
- SS20 – Human-Centered Automation and Robotics (AUR)
- SS19 – FH St. Pölten Digital Healthcare Master – Electronic Health Records (EHRE)
- SS19 – Human-Centered Automation and Robotics (AUR)
- WS18+SS19 – Student Project Mittag.At
- WS18 – Student Project Realsim
- SS18 – Student Project Realsim
- WS17 – Collaborative Project Management (CPM)
- WS17 – Student Project CAS
Radiology Printservice - SS17 – Informationsystems in Healthcare (IGS)
Helathcarestandards HL7 v2, Hl7 v3, HL7 FHIR , Communication Servers, IHE - SS17 – eHealth – Medical Documentation (EMD)
Documentation in Healthcare CDA, Edifact, DICOM - SS17 – Collaborative Project Management (CPM)
Git, SVN & Tooling für Projektarbeiten im Team - WS16 – Computer aided Therapy (CGT)
Mirror- Trauma & Phobiatherapy - WS16 – Virtual and Augmented Reality in Medical Informatics (VMA)
Virtual- Mixed- and Augmented Reality in Medical Projects - SS16+WS16 – Student Project Formelracing
Virtual- and Mixed Reality in Drivertraining - SS16 – Informationsystems in Healthcare (IGS)
Helathcarestandards HL7 v2, Hl7 v3, HL7 FHIR , Communication Servers, IHE - WS15+SS16 – Student Project Datenrettung Austria
Web-Tool to view recovered data - SS15 – Student Project Selbstbestimmt-Leben Initiative Linz
Develompent of a tool to manage data - SS15 – Informationsystems in Healthcare (IGS)
Helathcarestandards HL7 v2, Hl7 v3, HL7 FHIR , Communication Servers, IHE - SS15 – eHealth – Medical Documentation (EMD)
Documentation in Healthcare CDA, Edifact, DICOM
Master / Bachelor Thesis
Research Internships Master
- Daniel Wilifing: Genetic Programming with Hyperheuristic Methods
Research Internships Bachelor
- Aichinger Philipp: FHIR Workflow Broker
- Daniela Huber: Statistical Analysis to Support Advertisement Scheduling in Elevators
- Daniel Wilifing: Elevator Simluation to Test Advertisement Schedules for Elevators
- Christoph Praschl: Image Based Orientation in Outdoor Areas
- Pointner Andreas: Computer Vision Methods to Identify Persons
- Daniel Stigler: Automated Detection of Emergency Situations in Elevators Using Computer Vision Algorithms
- Lukas Reithmeier: Analytics and Simulations in Building Plans using Machine Learning
Bachelor Theses
- Luftensteiner Sabrina: De-Identification of Healthcare Data in HL7 FHIR
- Kainmüller Julia: Automated Scheduling of Advertisements in Digital Media with Stochastic Standby-Times
- Krainer Philipp: Outlook/Exchange Adapter for the CGM G3 Clinical Information System MRP
- Stockinger Thomas: Data Moloch – A Persistance Framework
- Zeiringer Katharina: Validation-Tool for CDA Documents – Analysis and Comparison
Other Activities
- HL7 Australia – Workgroup Meeting 2020 Sydney – Educational Track
- Research Stay 2019 – University College London (UCL)
- Research Stay 2019 – University of Edinburgh
- Build Well Being 2019 – HL7 FHIR Basics
- HL7 Austria – Annual Conference 2019 – HL7 FHIR What is happening in Austria, FHIR Starter Course, FHIR Advanced Course
- Firely FHIR DevDays 2018 – Students Track
- HL7 Austria – Annual Conference 2018 – HL7 FHIR for you
- Furore FHIR DevDays 2017 – Students Track
- HL7 Austria – Annual Conference 2017 – What’s New, Pussycat? FHIR STU3
- Furore FHIR DevDays 2016 – Students Track
- HL7 Austria – Annual Conference 2016 – FHIR for advanced users
- Amsterdam Medical Center 2015 – Perspective of Upper Austria University of Applied Sciences on FHIR
- HLW Freistadt 2015 – Workshop Introduction to Software Engineering
- JKU Linz Student Information Fair 2015 – Workshop Models and Simulation in Healthcare
- Furore FHIR DevDays 2015 – Students Track
- HL7 Austria – Annual Conference 2015 – Patient Summary