Thomas Neubauer
Dipl.-Ing. Mag. Dr.techn.
Research Focus
- Information Systems Engineering: 100%
Research Areas
- Smart Farming, Explainable Artificial Intelligence, Decision support systems, Digital Agriculture , Computer Science
About
.
Role
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PostDoc Researcher
Data Science, E194-04
Projects
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PLFDoc: Precision Livestock Farming
2023 – 2027 / Austrian Science Fund (FWF) -
Legume-cereal intercropping for sustainable agriculture across Europe
2022 – 2026 / European Commission -
PlusIQ - Agricultural photovoltaics: Integration as a pathway to the Plus-Energy-Quarter
2022 – 2023 / Austrian Research Promotion Agency (FFG)
Publications: 175749 / 153061 -
Digitisation and Innovation Laboratory in Agricultural Sciences - Doctorate College and Innovation Platform.
2018 – 2022 / Forum Morgen
Publications: 139747 / 136991 / 187886 / 187707 / 139736 / 187546 -
ICT for Decision Making in Farming
2017 – 2021 / Austrian Research Promotion Agency (FFG)
Publication: 199164 -
Formalizing Information Security Risk and Compliance Management
2013 – 2016 / Vienna Science and Technology Fund (WWTF) -
Semantic Technologies for Energy-efficient Building Planning
2011 – 2015 / Austrian Research Promotion Agency (FFG) -
Information Warfare on the Internet: Data Security Monitoring in Austria
2011 – 2013 / FFG - Österr. Forschungsförderungsgesellschaft mbH -
Recognition and Pseudonymization of Personal Data in Paper-based Heatlth Records
2010 – 2014 / Austrian Research Promotion Agency (FFG) -
Pseudonymization of Information for Privacy in e-Health
2008 – 2012 / Austrian Research Promotion Agency (FFG)
Publication: 52619
Publications
2024
- Tabular Reinforcement learning for Robust, Explainable CropRotation Policies Matching Deep Reinforcement LearningPerformance / Goldenits, G., Mallinger, K., Neubauer, T., & Weippl, E. (2024). Tabular Reinforcement learning for Robust, Explainable CropRotation Policies Matching Deep Reinforcement LearningPerformance. In EGU General Assembly 2024. EGU General Assembly 2024, Wien, Austria. EGU. https://doi.org/10.5194/egusphere-egu24-9018
- Nachhaltige Digitale Zwillinge in der Landwirtschaft / Neubauer, T., Bauer, A., Heurix, J., Iwersen, M., Mallinger, K., Manschadi, A. M., Purcell, W., & Rauber, A. (2024). Nachhaltige Digitale Zwillinge in der Landwirtschaft. Zeitschrift für Hochschulentwicklung, 19, 165–188. https://doi.org/10.21240/zfhe/SH-A/10
2023
- Unsupervised and supervised machine learning approach to assess user readiness levels for precision livestock farming technology adoption in the pig and poultry industries / Mallinger, K., Corpaci, L., Neubauer, T., Tikasz, I. E., & Banhazi, T. (2023). Unsupervised and supervised machine learning approach to assess user readiness levels for precision livestock farming technology adoption in the pig and poultry industries. Computers and Electronics in Agriculture, 213, Article 108239. https://doi.org/10.1016/j.compag.2023.108239
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AI- and data-driven pre-crop values and crop rotation matrices
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Fenz, S., Neubauer, T., Heurix, J., Friedel, J. K., & Wohlmuth, M.-L. (2023). AI- and data-driven pre-crop values and crop rotation matrices. European Journal of Agronomy, 150, Article 126949. https://doi.org/10.1016/j.eja.2023.126949
Download: PDF (6.86 MB) -
Digital Twins in agriculture: challenges and opportunities for environmental sustainability
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Purcell, W., Neubauer, T., & Mallinger, K. (2023). Digital Twins in agriculture: challenges and opportunities for environmental sustainability. Current Opinion in Environmental Sustainability, 61, Article 101252. https://doi.org/10.34726/4522
Download: Manuscript (459 KB)
Project: DiLaAg (2018–2022) -
Digital Twins in Agriculture: A State-of-the-art review
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Purcell, W., & Neubauer, T. (2023). Digital Twins in Agriculture: A State-of-the-art review. Smart Agricultural Technology, 3, Article 100094. https://doi.org/10.1016/j.atech.2022.100094
Project: DiLaAg (2018–2022) - AI- and data-driven crop rotation planning / Fenz, S., Neubauer, T., Friedel, J. K., & Wohlmuth, M.-L. (2023). AI- and data-driven crop rotation planning. Computers and Electronics in Agriculture, 212, Article 108160. https://doi.org/10.1016/j.compag.2023.108160
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Combining Fractional Derivatives and Machine Learning: A Review
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Raubitzek, S., Mallinger, K., & Neubauer, T. (2023). Combining Fractional Derivatives and Machine Learning: A Review. Entropy, 25(1), Article 35. https://doi.org/10.3390/e25010035
Download: PDF (402 KB)
2022
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PlusIQ-Agri Photovoltaics
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Herbig, U., Berger, K., Damjanovic, D., Eizinger, J., Neubauer, T., Pont, U., Schauppenlehner, T., Shala-Mayrhofer, V., Tjoa, A. M., Wagner, D. A., Weih, P., & Zamini, S. (2022, November 10). PlusIQ-Agri Photovoltaics [Poster Presentation]. International Conference on Cultural Heritage and New Technologies (CHNT 27), Wien, Austria. http://hdl.handle.net/20.500.12708/175749
Project: PlusIQ-AgrarPV (2022–2023) -
PlusIQ-Agrarphotovoltaik: Integration als Weg zum Plus-Energie-Quartier
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Herbig, U., Berger, K., Damjanovic, D., Eizinger, J., Neubauer, T., Pont, U., Schauppenlehner, T., Shala-Mayerhofer, V., Tjoa, A. M., Wagner, D. A., Weihs, P., & Zamini, S. (2022, October 6). PlusIQ-Agrarphotovoltaik: Integration als Weg zum Plus-Energie-Quartier [Poster Presentation]. Österreichische Fachtagung für Photovoltaik und Stromspeicherung, Wien, Austria. https://doi.org/10.34726/3548
Download: ocr (2.08 MB)
Project: PlusIQ-AgrarPV (2022–2023) -
A Digital Twin for Grassland Management
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Purcell, W., Klipic, A., & Neubauer, T. (2022). A Digital Twin for Grassland Management. In 2022 International Conference on Electrical, Computer and Energy Technologies (ICECET). 2022 International Conference on Electrical, Computer and Energy Technologies (ICECET), Czechia. IEEE. https://doi.org/10.1109/icecet55527.2022.9873446
Project: DiLaAg (2018–2022) -
Performance of the SSM-iCrop model for predicting growth and nitrogen dynamics in winter wheat
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Manschadi, A. M., Palka, M., Fuchs, W., Neubauer, T., Eitzinger, J., Oberforster, M., & Soltani, A. (2022). Performance of the SSM-iCrop model for predicting growth and nitrogen dynamics in winter wheat. European Journal of Agronomy, 135, Article 126487. https://doi.org/10.1016/j.eja.2022.126487
Project: FARMIT (2017–2021) -
An Exploratory Study on the Complexity and Machine Learning Predictability of Stock Market Data
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Raubitzek, S., & Neubauer, T. (2022). An Exploratory Study on the Complexity and Machine Learning Predictability of Stock Market Data. Entropy, 24(3), Article 332. https://doi.org/10.3390/e24030332
Download: paper pdf (2.19 MB)
Project: DiLaAg (2018–2022) -
Systemic design requirements for sustainable Digital Twins in precision livestock farming
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Mallinger, K., Purcell, W., & Neubauer, T. (2022). Systemic design requirements for sustainable Digital Twins in precision livestock farming. In D. Berckmans, M. Oczak, M. Iwersen, & K. Wagener (Eds.), Precision Livestock Farming ’22 (pp. 718–725). https://doi.org/10.34726/4644
Download: PDF (1.94 MB)
Project: DiLaAg (2018–2022) -
The potential of Explainable Artificial Intelligence in Precision Livestock Farming
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Hoxhallari, K., Purcell, W., & Neubauer, T. (2022). The potential of Explainable Artificial Intelligence in Precision Livestock Farming. In D. Berckmans, M. Oczak, M. Iwersen, & K. Wagener (Eds.), Precision Livestock Farming 2022 : papers presented at the 10th European Conference on Precision Livestock Farming (pp. 710–717). University of Veterinary Medicine Vienna. https://doi.org/10.34726/4701
Download: Full text (169 KB)
Project: DiLaAg (2018–2022) - Plus IQ-Agri Photovoltaics : Integration as a Path to the Plus-Energy-Quarters / Herbig, U., Berger, K., Damjanovic, D., Eitzinger, J., Neubauer, T., Pont, U., Schauppenlehner, T., Shala-Mayerhofer, V., Tjoa, A. M., Wagner, D. A., Weihs, P., & Zamini, S. (2022). Plus IQ-Agri Photovoltaics : Integration as a Path to the Plus-Energy-Quarters. AgroVoltaics 2022 - Conference and Exhibition, Piacenza, Italy. http://hdl.handle.net/20.500.12708/108497
2021
- A fractal interpolation approach to improve neural network predictions for difficult time series data / Raubitzek, S., & Neubauer, T. (2021). A fractal interpolation approach to improve neural network predictions for difficult time series data. Expert Systems with Applications, 169, Article 114474. https://doi.org/10.1016/j.eswa.2020.114474
- PlusIQ - Agrarphotovoltaik: Integration als Weg zum Plus-Energie-Quartier / Herbig, U., Weihs, P., Schauppenlehner, T., Shala-Mayerhofer, V., Zamini, S., Berger, K., Damjanovic, D., Eitzinger, J., Neubauer, T., Pont, U., Tjoa, A. M., & Wagner, D. A. (2021). PlusIQ - Agrarphotovoltaik: Integration als Weg zum Plus-Energie-Quartier (Forschungsantrag). http://hdl.handle.net/20.500.12708/40520
2020
- Farm/IT - Innovative Digital Technologies for Strengthening the Resilience of Austrian Farming Systems to Climate Risks / Manschadi, A., Soltani, A., Fuchs, W., Ryall, S., Koppensteiner, L., Eitzinger, J., Kaul, H.-P., & Neubauer, T. (2020). Farm/IT - Innovative Digital Technologies for Strengthening the Resilience of Austrian Farming Systems to Climate Risks. In Book of Abstracts - Second International Crop Modelling Symposium. iCROPM2020 - Crop Modelling for the Future, Montpellier, France. http://hdl.handle.net/20.500.12708/58422
- Full Parameterisation Matters for the Best Performance of Crop Models: Inter‑comparison of a Simple and a Detailed Maize Model / Manschadi, A. M., Eitzinger, J., Breisch, M., Fuchs, W., Neubauer, T., & Soltani, A. (2020). Full Parameterisation Matters for the Best Performance of Crop Models: Inter‑comparison of a Simple and a Detailed Maize Model. INTERNATIONAL JOURNAL OF PLANT PRODUCTION, 15(1), 61–78. https://doi.org/10.1007/s42106-020-00116-2
- Machine Learning and Chaos Theory in Agriculture / Raubitzek, S., & Neubauer, T. (2020). Machine Learning and Chaos Theory in Agriculture. ERCIM News, SOLVING ENGINEERING PROBLEMS BY MACHINE LEARNING(122). http://hdl.handle.net/20.500.12708/141815
2018
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Ontology-based information security compliance determination and control selection on the example of ISO 27002
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Fenz, S., & Neubauer, T. (2018). Ontology-based information security compliance determination and control selection on the example of ISO 27002. Information and Computer Security, 26(5), 551–567. https://doi.org/10.1108/ICS-02-2018-0020
Download: PDF (1.67 MB) - Predicting maize canopy nitrogen status using the spectral indices CCCI and SCCCI / Koppensteiner, L., Fitzgerald, G., Neubauer, T., Urban, F., Kaul, H.-P., & Manschadi, A. (2018). Predicting maize canopy nitrogen status using the spectral indices CCCI and SCCCI. In H. Stützel (Ed.), From Big Data to Smart Farming (pp. 108–109). Mitteilungen der Gesellschaft für Pflanzenbauwissenschaften / Verlag Liddy Halm. http://hdl.handle.net/20.500.12708/58444
- Conceptualisation and implementation of the smart farming project FARM/IT in Austria: Challenges and achievements / Manschadi, A., Kaul, H.-P., Eitzinger, J., Friedel, J., Vuolo, F., Schaumberger, A., Pötsch, E., Bodner, G., & Neubauer, T. (2018). Conceptualisation and implementation of the smart farming project FARM/IT in Austria: Challenges and achievements. In H. Stützel (Ed.), From Big Data to Smart Farming. Mitteilungen der Gesellschaft für Pflanzenbauwissenschaften / Verlag Liddy Halm. http://hdl.handle.net/20.500.12708/58443
2016
- Recognition and pseudonymisation of medical records for secondary use / Heurix, J., Fenz, S., Rella, A., & Neubauer, T. (2016). Recognition and pseudonymisation of medical records for secondary use. Medical and Biological Engineering and Computing, 54(2–3), 371–383. https://doi.org/10.1007/s11517-015-1322-7
- SEMERGY.net - automatically identifying and optimizing energy-efficient building designs / Fenz, S., Heurix, J., Neubauer, T., Tjoa, A. M., Ghiassi, N., Pont, U., & Mahdavi, A. (2016). SEMERGY.net - automatically identifying and optimizing energy-efficient building designs. Computer Science - Research and Development, 31(3), 135–140. https://doi.org/10.1007/s00450-014-0285-5
2015
- A taxonomy for privacy enhancing technologies / Heurix, J., Zimmermann, P., Neubauer, T., & Fenz, S. (2015). A taxonomy for privacy enhancing technologies. Computers and Security, 53, 1–17. https://doi.org/10.1016/j.cose.2015.05.002
- How to increase the inventory efficiency in information security risk and compliance management / Fenz, S., Heurix, J., & Neubauer, T. (2015). How to increase the inventory efficiency in information security risk and compliance management. In J. Becker, J. vom Brocke, & M. de Marco (Eds.), Proceedings of the European Conference on Information Systems (ECIS) 2015 (pp. 1–12). AIS. https://doi.org/10.18151/7217311
- Semergy - neue Ansätze in der Planung energieeffizienter Gebäude / Pont, U., Ghiassi, N., Shayeganfar, F., Fenz, S., Heurix, J., Anjomshoaa, A., Hammerberg, K., Neubauer, T., Taheri, M., Sustr, C., Tjoa, A. M., & Mahdavi, A. (2015). Semergy - neue Ansätze in der Planung energieeffizienter Gebäude. In ZIG - HS Luzern (Ed.), 11. ZIG-Planerseminar - Handouts (p. ’?). http://hdl.handle.net/20.500.12708/64374
2014
- Cloud-Sicherheit. Leitfaden für Behörden und Klein- und Mittelbetriebe / Fenz, S., Heurix, J., Neubauer, T., Tjoa, A. M., Quirchmayr, G., Schatten, A., Neuhold, E., Göllner, J., Meurers, C., & Hitz, W. (Eds.). (2014). Cloud-Sicherheit. Leitfaden für Behörden und Klein- und Mittelbetriebe. Republik Österreich. Bundesministerium für Landesverteidigung und Sport. http://hdl.handle.net/20.500.12708/176079
- De-identification of unstructured paper-based health records for privacy-preserving secondary use / Fenz, S., Heurix, J., Neubauer, T., & Rella, A. (2014). De-identification of unstructured paper-based health records for privacy-preserving secondary use. Journal of Medical Engineering & Technology, 38(5), 260–268. https://doi.org/10.3109/03091902.2014.913080
- Current challenges in information security risk management / Fenz, S., Heurix, J., Neubauer, T., & Pechstein, F. (2014). Current challenges in information security risk management. Information Management & Computer Security, 22(5), 410–430. https://doi.org/10.1108/imcs-07-2013-0053
- SEMERGY - Identifying optimal building refurbishment strategies / Fenz, S., Heurix, J., Neubauer, T., Anjomshoaa, A., Shayeganfar, F., Ghiassi, N., Taheri, M., Hammerberg, K., Wolosiuk, D., Sustr, C., Pont, U., Mahdavi, A., & Tjoa, A. M. (2014). SEMERGY - Identifying optimal building refurbishment strategies. http://hdl.handle.net/20.500.12708/38047
2013
- FORISK: Formalizing information security risk and compliance management / Fenz, S., Neubauer, T., Accorsi, R., & Koslowski, T. (2013). FORISK: Formalizing information security risk and compliance management. In 2013 43rd Annual IEEE/IFIP Conference on Dependable Systems and Networks Workshop (DSN-W). 2013 43rd Annual IEEE/IFIP Conference on Dependable Systems and Networks Workshop (DSN-W), Budapest, EU. https://doi.org/10.1109/dsnw.2013.6615533
- A Rule-Based Transformation System for Converting Semi-Structured Medical Documents / Heurix, J., Rella, A., Fenz, S., & Neubauer, T. (2013). A Rule-Based Transformation System for Converting Semi-Structured Medical Documents. Health and Technology, 3(1), 51–63. https://doi.org/10.1007/s12553-013-0040-0
- An ontology-aided Optimization Approach to Eco-Efficient Building Design / Shayeganfar, F., Anjomshoaa, A., Heurix, J., Sustr, C., Ghiassi, N., Pont, U., Fenz, S., Neubauer, T., Tjoa, A. M., & Mahdavi, A. (2013). An ontology-aided Optimization Approach to Eco-Efficient Building Design. In IBPSA (Ed.), Building Simulation 2013 - 13th International Conference of the International Building Performance Simulation Association. (pp. 2193–2199). IBPSA. http://hdl.handle.net/20.500.12708/64187
- Multi-objective optimization in the SEMERGY environment for sustainable building design and retrofit / Heurix, J., Fenz, S., Anjomshoaa, A., Neubauer, T., Tjoa, A. M., Taheri, M., Shayeganfar, F., Pont, U., Ghiassi, N., Sustr, C., & Mahdavi, A. (2013). Multi-objective optimization in the SEMERGY environment for sustainable building design and retrofit. In A. Mahdavi & B. Martens (Eds.), Proceedings of the 2nd Central European Symposium on Building Physics 9-11 September 2013, Vienna, Austria (pp. 27–34). ÖKK-Editions. http://hdl.handle.net/20.500.12708/64162
- Recent advances in SEMERGY: A semantically enriched optimization environment for performance-guided building design and refurbishment / Pont, U., Shayeganfar, F., Ghiassi, N., Taheri, M., Sustr, C., Mahdavi, A., Heurix, J., Fenz, S., Neubauer, T., Tjoa, A. M., & Anjomshoaa, A. (2013). Recent advances in SEMERGY: A semantically enriched optimization environment for performance-guided building design and refurbishment. In A. Mahdavi & B. Martens (Eds.), Proceedings of the 2nd Central European Symposium on Building Physics 9-11 September 2013, Vienna, Austria (pp. 19–26). ÖKK-Editions. http://hdl.handle.net/20.500.12708/64161
2012
- PERiMETER - pseudonymization and personal metadata encryption for privacy-preserving searchable documents / Heurix, J., Karlinger, M., & Neubauer, T. (2012). PERiMETER - pseudonymization and personal metadata encryption for privacy-preserving searchable documents. Health Systems, 1(1), 46–57. https://doi.org/10.1057/hs.2012.5
- Improving the usability of energy simulation applications in processing common building performance inquiries / Ghiassi, N., Shayeganfar, F., Pont, U., Mahdavi, A., Fenz, S., Heurix, J., Anjomshoaa, A., Neubauer, T., & Tjoa, A. M. (2012). Improving the usability of energy simulation applications in processing common building performance inquiries. In O. Sikula & J. Hirs (Eds.), Simulace Budov a Techniky Prostredi (p. 6). Ceska Technika - nakladatelstvi CVUT. http://hdl.handle.net/20.500.12708/64058
- Exploring the utility of semantic web technology in building performance simulation / Mahdavi, A., Pont, U., Shayeganfar, F., Ghiassi, N., Anjomshoaa, A., Fenz, S., Heurix, J., Neubauer, T., & Tjoa, A. M. (2012). Exploring the utility of semantic web technology in building performance simulation. In C. Nytsch-Geusen (Ed.), BauSIM 2012 - “Gebäudesimulation auf den Größenskalen Bauteil, Raum, Gebäude, Stadtquartier” (p. 7). Eigenverlag / wissenschaftliches Kommittee der IBPSA Germany-Austria. http://hdl.handle.net/20.500.12708/64042
- SEMERGY: Semantic web technology support for comprehensive building design assessment / Mahdavi, A., Pont, U., Shayeganfar, F., Ghiassi, N., Anjomshoaa, A., Fenz, S., Heurix, J., Neubauer, T., & Tjoa, A. M. (2012). SEMERGY: Semantic web technology support for comprehensive building design assessment. In G. Gudnason & R. Scherer (Eds.), eWork and eBusiness in Architecture, Engineering and Construction (pp. 363–370). Taylor & Francis. http://hdl.handle.net/20.500.12708/64030
- Recognition and Privacy Preservation of Paper-based Health Records / Fenz, S., Heurix, J., & Neubauer, T. (2012). Recognition and Privacy Preservation of Paper-based Health Records. In Quality of Life through Quality of Information - Proceedings of MIE2012 (pp. 751–755). http://hdl.handle.net/20.500.12708/54227
- Automated Transformation of Semi-Structured Text Elements / Heurix, J., Rella, A., Fenz, S., & Neubauer, T. (2012). Automated Transformation of Semi-Structured Text Elements. In AMCIS 2012 Proceedings (pp. 1–11). http://hdl.handle.net/20.500.12708/54223
- Recognition and Pseudonymization of Personal Data in Paper-Based Health Records / Fenz, S., Heurix, J., & Neubauer, T. (2012). Recognition and Pseudonymization of Personal Data in Paper-Based Health Records. In Business Information Systems (pp. 153–164). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-30359-3_14
- Pseudonymization with Metadata Encryption for Privacy-Preserving Searchable Documents / Heurix, J., Karlinger, M., & Neubauer, T. (2012). Pseudonymization with Metadata Encryption for Privacy-Preserving Searchable Documents. In 2012 45th Hawaii International Conference on System Sciences. 45th Hawaii International Conference on System Sciences (HICSS’45), Wailea, Maui, USA, Non-EU. Hawaii International Conference on System Sciences. https://doi.org/10.1109/hicss.2012.491
2011
- A Hybrid Approach integrating Encryption and Pseudonymization for Protecting Electronic Health Records / Heurix, J., Neubauer, T., Schrefl, M., & Karlinger, M. (2011). A Hybrid Approach integrating Encryption and Pseudonymization for Protecting Electronic Health Records. In Proceedings of the Eighth IASTED International Conference on Biomedical Engineering (pp. 117–124). http://hdl.handle.net/20.500.12708/53677
- A methodology for the pseudonymization of medical data / Neubauer, T., & Heurix, J. (2011). A methodology for the pseudonymization of medical data. International Journal of Medical Informatics, 80(3), 190–204. https://doi.org/10.1016/j.ijmedinf.2010.10.016
- Model-driven Development Meets Security: An Evaluation of Current Approaches / Kasal, K., Heurix, J., & Neubauer, T. (2011). Model-driven Development Meets Security: An Evaluation of Current Approaches. In 2011 44th Hawaii International Conference on System Sciences. 44nd Hawaii International Conference on System Sciences (HICSS’11), Koloa, Hawaii, USA, Non-EU. IEEE. https://doi.org/10.1109/HICSS.2011.310
- Information Security Risk Management: In which security solutions is it worth investing? / Fenz, S., Ekelhart, A., & Neubauer, T. (2011). Information Security Risk Management: In which security solutions is it worth investing? Communications of the Association for Information Systems, 28(1), 329–356. http://hdl.handle.net/20.500.12708/161667
- Privacy-Preserving Storage and Access of Medical Data through Pseudonymization and Encryption / Heurix, J., & Neubauer, T. (2011). Privacy-Preserving Storage and Access of Medical Data through Pseudonymization and Encryption. In Proceedings of the 8th international conference on Trust, privacy and security in digital business (TrustBus’11) (pp. 186–197). Springer-Verlag Berlin, Heidelberg. http://hdl.handle.net/20.500.12708/53790
- Data Models for the Pseudonymization of DICOM Data / Abouakil, D., Heurix, J., & Neubauer, T. (2011). Data Models for the Pseudonymization of DICOM Data. In Proceedings of the 44nd Hawaii International Conference on System Sciences (p. 1). http://hdl.handle.net/20.500.12708/53523
2010
- Pseudonymisierung für die datenschutzkonforme Speicherung medizinischer Daten / Neubauer, Th., Heurix, J., Min Tjoa, A., & Weippl, E. R. (2010). Pseudonymisierung für die datenschutzkonforme Speicherung medizinischer Daten. Elektrotechnik und Informationstechnik : e & i, 127(5), 135–142. https://doi.org/10.1007/s00502-010-0733-2
- Workshop-based Security Safeguard Selection with AURUM / Neubauer, T., & Pehn, M. (2010). Workshop-based Security Safeguard Selection with AURUM. International Journal On Advances in Security, 3, 123–134. http://hdl.handle.net/20.500.12708/168178
- On the Singularity of Valuating IT Security Investments / Neubauer, T., & Hartl, C. (2010). On the Singularity of Valuating IT Security Investments. In Proceedings of the 2010 IEEE/ACIS 9th International Conference on Computer and Information Science (pp. 549–556). IEEE Computer Society Washington. http://hdl.handle.net/20.500.12708/53685
- Workshop-Based Risk Assessment for the Definition of Secure Business Processes / Neubauer, T., & Pehn, M. (2010). Workshop-Based Risk Assessment for the Definition of Secure Business Processes. In 2010 Second International Conference on Information, Process, and Knowledge Management. Second International Conference on Information, Process, and Knowledge Management (eKNOW’10), St. Maarten, EU. IEEE Computer Society. https://doi.org/10.1109/eknow.2010.8
- A Roadmap for Personal Identity Management / Neubauer, T., & Heurix, J. (2010). A Roadmap for Personal Identity Management. In 2010 Fifth International Conference on Systems. 2010 Fifth International Conference on Systems (ICONS), Menuires, Frankreich, EU. IEEE Computer Society. https://doi.org/10.1109/icons.2010.30
- On the Security of Outsourced and Untrusted Databases / Heurix, J., & Neubauer, T. (2010). On the Security of Outsourced and Untrusted Databases. In 2010 IEEE/ACIS 9th International Conference on Computer and Information Science. 9th IEEE/ACIS International Conference on Computer and Information Science, Kaminoyama (Yamagata), Japan, Non-EU. IEEE Computer Society Washington. https://doi.org/10.1109/icis.2010.60
- Secure Distributed Transparent File Storage (DTFS) / Neubauer, T. (2010). Secure Distributed Transparent File Storage (DTFS) (No. TR2010-03). http://hdl.handle.net/20.500.12708/36777
2009
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Business Process-Based Resource Importance Determination
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Fenz, S., Ekelhart, A., & Neubauer, T. (2009). Business Process-Based Resource Importance Determination. In Business Process Management (pp. 113–127). Springer. https://doi.org/10.1007/978-3-642-03848-8_9
Project: SecOnt (2008–2010) - Interactive selection of Web services under multiple objectives / Neubauer, T., & Stummer, C. (2009). Interactive selection of Web services under multiple objectives. Information Technology and Management, 11(1), 25–41. https://doi.org/10.1007/s10799-009-0058-1
- A Process Model for RFID based Business Process Analysis / Neubauer, T., Goluch, G., Jakoubi, S., Tjoa, S., & Wisser, M. (2009). A Process Model for RFID based Business Process Analysis. In 2009 IEEE Asia-Pacific Services Computing Conference (IEEE APSCC 2009) (pp. 478–483). IEEE. http://hdl.handle.net/20.500.12708/53683
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Ontologiebasiertes IT Risikomanagement
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Ekelhart, A., Fenz, S., & Neubauer, T. (2009). Ontologiebasiertes IT Risikomanagement. In D.A.CH Security 2009 (pp. 14–24). Heise Zeitschriften Verlag GmbH & Co. KG. http://hdl.handle.net/20.500.12708/53162
Project: SecOnt (2008–2010) - Massenpseudonymisierung von persönlichen medizinischen Daten / Heurix, J., & Neubauer, T. (2009). Massenpseudonymisierung von persönlichen medizinischen Daten. In D.A.CH Security 2009 (p. 8). Heise Zeitschriften Verlag GmbH & Co. KG. http://hdl.handle.net/20.500.12708/53678
- A Roadmap to Risk-Aware Business Process Management / Jakoubi, S., Neubauer, T., & Tjoa, S. (2009). A Roadmap to Risk-Aware Business Process Management. In 2009 IEEE Asia-Pacific Services Computing Conference (IEEE APSCC 2009) (pp. 23–27). IEEE. http://hdl.handle.net/20.500.12708/53680
- Applying a Threshold Scheme to the Pseudonymization of Health Data / Riedl, B., Grascher, V., & Neubauer, T. (2009). Applying a Threshold Scheme to the Pseudonymization of Health Data. In Proceedings of the 13th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC’07) (pp. 397–400). http://hdl.handle.net/20.500.12708/53688
- Zentralisierte Pseudonymisierung von medizinischen Patientendaten / Heurix, J., Mück, T., & Neubauer, T. (2009). Zentralisierte Pseudonymisierung von medizinischen Patientendaten. In Tagunsgsband eHealth2009 & eHealth Benchmarking 2009 (pp. 207–213). http://hdl.handle.net/20.500.12708/53679
- An Evaluation of Technologies for the Pseudonymization of Medical Data / Neubauer, T., & Kolb, M. (2009). An Evaluation of Technologies for the Pseudonymization of Medical Data. Computer and Information Science 2009, 47–60. https://doi.org/10.1007/978-3-642-01209-9_5
- A Comparison of Security Safeguard Selection Methods / Neubauer, T. (2009). A Comparison of Security Safeguard Selection Methods. In Proceedings of the 11th International Conference on Enterprise Information Systems, ICEIS 2009 (p. 4). Springer. http://hdl.handle.net/20.500.12708/53682
- Technologies for the Pseudonymization of Medical Data: A Legal Evaluation / Neubauer, T., & Kolb, M. (2009). Technologies for the Pseudonymization of Medical Data: A Legal Evaluation. In 2009 Fourth International Conference on Systems. Second International Conference on Systems, Cancun, Mexiko, Non-EU. IEEE Computer Society. https://doi.org/10.1109/icons.2009.48
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How to determine threat probabilities using ontologies and Bayesian networks
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Fenz, S., & Neubauer, T. (2009). How to determine threat probabilities using ontologies and Bayesian networks. In Proceedings of the 5th Annual Workshop on Cyber Security and Information Intelligence Research Cyber Security and Information Intelligence Challenges and Strategies - CSIIRW ’09. 5th Annual Workshop on Cyber Security and Information Intelligence Research, Knoxville, TN, Non-EU. ACM New York. https://doi.org/10.1145/1558607.1558686
Project: SecOnt (2008–2010) -
Automated Risk and Utility Management
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Ekelhart, A., Fenz, S., & Neubauer, T. (2009). Automated Risk and Utility Management. In Proceedings of the Sixth International Conference on Information Technology: New Generations (pp. 393–398). IEEE Computer Society. http://hdl.handle.net/20.500.12708/52658
Project: SecOnt (2008–2010) -
Ontology-based Decision Support for Information Security Risk Management
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Fenz, S., Ekelhart, A., & Neubauer, T. (2009). Ontology-based Decision Support for Information Security Risk Management. In Proceedings of the 4th International Conference on Systems (pp. 80–85). http://hdl.handle.net/20.500.12708/52623
Project: SecOnt (2008–2010) -
An evaluation of technologies for the pseudonymization of medical data
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Neubauer, T., Ekelhart, A., & Kolb, M. (2009). An evaluation of technologies for the pseudonymization of medical data. In Proceedings of the 2009 ACM symposium on Applied Computing - SAC ’09. 24th Annual ACM Symposium on Applied Computing (SAC 2009), Honolulu, Hawaii, Non-EU. ACM. https://doi.org/10.1145/1529282.1529465
Project: PIPE (2008–2012) -
AURUM: A Framework for Information Security Risk Management
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Neubauer, T., Ekelhart, A., & Fenz, S. (2009). AURUM: A Framework for Information Security Risk Management. In Proceedings of the 42th Hawaii International Conference on System Sciences (HICSS’09) (pp. 1–10). http://hdl.handle.net/20.500.12708/52370
Project: SecOnt (2008–2010)
2008
- Improving Patients Privacy with Pseudonymization / Neubauer, T., & Riedl, B. (2008). Improving Patients Privacy with Pseudonymization. In Proceedings of the International Congress of the European Federation for Medical Informatics. Proceedings of the XXIst International Congress of the European Federation for Medical Informatics (MIE 2008), Göteborg, Schweden, EU. IOS Press. http://hdl.handle.net/20.500.12708/52376
- Pseudonymization for improving the Privacy in E-Health Applications / Neubauer, T., Riedl, B., Fenz, S., & Grascher, V. (2008). Pseudonymization for improving the Privacy in E-Health Applications. In Proceedings of the 41st Annual Hawaii International Conference on System Sciences (HICSS 2008). 41th Hawaii International Conference on System Sciences (HICSS’08), Hawaii, Non-EU. IEEE Computer Society. https://doi.org/10.1109/hicss.2008.366
- Economic and Security Aspects of Applying a Threshold Scheme in e-Health / Neubauer, T., Riedl, B., Grascher, V., & Kolb, M. (2008). Economic and Security Aspects of Applying a Threshold Scheme in e-Health. In 2008 Third International Conference on Availability, Reliability and Security. Third International Conference on Availability, Reliability and Security ARES, Barcelona, EU. IEEE Computer Society. https://doi.org/10.1109/ares.2008.175
- Interaktive Portfolioauswahl im IT-Servicemanagement / Neubauer, T., & Stummer, C. (2008). Interaktive Portfolioauswahl im IT-Servicemanagement. HMD Praxis Der Wirtschaftsinformatik, 264. http://hdl.handle.net/20.500.12708/170692
- Multiobjective Decision Support for defining Secure Business Processes: A Case Study / Neubauer, T., & Heurix, J. (2008). Multiobjective Decision Support for defining Secure Business Processes: A Case Study. International Journal of Business Intelligence and Data Mining, 3(2), 177. https://doi.org/10.1504/ijbidm.2008.020518
- A Case Study on the Multicriteria Selection of Software Components / Neubauer, T., & Stummer, C. (2008). A Case Study on the Multicriteria Selection of Software Components. In 2008 IEEE Asia-Pacific Services Computing Conference. 2008 IEEE Asia-Pacific Services Computing Conference (IEEE APSCC 2008), Yilan, Taiwan, Non-EU. IEEE Computer Society. https://doi.org/10.1109/apscc.2008.138
- PIPE: Ein System zur Pseudonymisierung von Gesundheitsdaten / Neubauer, T., & Mück, T. (2008). PIPE: Ein System zur Pseudonymisierung von Gesundheitsdaten. In Proceedings of e-Health 2008. eHealth 2008 conference, Portoroz, Slovenia, EU. http://hdl.handle.net/20.500.12708/52374
- Objective Types for the Valuation of Secure Business Processes / Neubauer, T., & Heurix, J. (2008). Objective Types for the Valuation of Secure Business Processes. In Proceedings of the 7th IEEE/ACIS International Conference on Computer and Information Science (pp. 231–236). http://hdl.handle.net/20.500.12708/52373
- Defining Secure Business Processes with Respect to Multiple Objectives / Neubauer, T., & Heurix, J. (2008). Defining Secure Business Processes with Respect to Multiple Objectives. In 2008 Third International Conference on Availability, Reliability and Security. Third International Conference on Availability, Reliability and Security ARES, Barcelona, EU. https://doi.org/10.1109/ares.2008.174
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Interactive Selection of ISO 27001 Controls under Multiple Objectives
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Neubauer, T., Ekelhart, A., & Fenz, S. (2008). Interactive Selection of ISO 27001 Controls under Multiple Objectives. In Proceedings of The Ifip Tc 11 23rd International Information Security Conference (pp. 477–492). Springer-Verlag GmbH. https://doi.org/10.1007/978-0-387-09699-5_31
Project: SecOnt (2008–2010)
2007
- Business Requirements of Backup Systems / Klemen, M., Neubauer, T., & Weippl, E. (2007). Business Requirements of Backup Systems. In The Handbook of Computer Networks. John Wiley and Sons. http://hdl.handle.net/20.500.12708/25394
- A secure architecture for the pseudonymization of medical data / Riedl, B., Neubauer, T., Goluch, G., Böhm, O., Reinauer, G., & Krumböck, A. (2007). A secure architecture for the pseudonymization of medical data. In Proceedings of the Second International Conference on Availability, Reliability and Security (ARES’07) (pp. 318–324). http://hdl.handle.net/20.500.12708/53687
- A research agenda for Autonomous Business Process Management / Neubauer, T., Goluch, G., & Riedl, B. (2007). A research agenda for Autonomous Business Process Management. In The Second International Conference on Availability, Reliability and Security (ARES’07). Second International Conference on Availability, Reliability and Security (ARES 2007), Wien, Österreich, Austria. https://doi.org/10.1109/ares.2007.21
- Pseudonymisierung zur sicheren Umsetzung des elektronischen Gesundheitsakts / Neubauer, T., Riedl, B., & Mück, T. (2007). Pseudonymisierung zur sicheren Umsetzung des elektronischen Gesundheitsakts. OCG Journal, 4, 2. http://hdl.handle.net/20.500.12708/171359
- Extending Business Process Management to Determine Efficient IT Investments / Neubauer, T., & Stummer, C. (2007). Extending Business Process Management to Determine Efficient IT Investments. In Proceedings of the 22nd Annual ACM Symposium on Applied Computing (pp. 1250–1256). http://hdl.handle.net/20.500.12708/53691
- Interactive Decision Support for multiobjective COTS Selection / Neubauer, T., & Stummer, C. (2007). Interactive Decision Support for multiobjective COTS Selection. In Proceedings of the 40th Annual Hawaii International Conference on System Sciences (p. 283). http://hdl.handle.net/20.500.12708/53690
- Interaktive Entscheidungsunterstützung für die Auswahl von Software-Komponenten bei mehrfachen Zielsetzungen / Neubauer, T., & Stummer, C. (2007). Interaktive Entscheidungsunterstützung für die Auswahl von Software-Komponenten bei mehrfachen Zielsetzungen. In Tagunsgsband Wirtschaftsinformatik (pp. 255–269). http://hdl.handle.net/20.500.12708/53689
- Multiobjective Decision Support for defining Secure Business Processes / Neubauer, T., & Heurix, J. (2007). Multiobjective Decision Support for defining Secure Business Processes. In Proceedings of the Ninth International Conference on Information Integration and Web-based Applications Services (pp. 477–482). http://hdl.handle.net/20.500.12708/53686
- Formal Threat Descriptions for Enhancing Governmental Risk Assessment / Ekelhart, A., Fenz, S., Neubauer, T., & Weippl, E. (2007). Formal Threat Descriptions for Enhancing Governmental Risk Assessment. In Proceedings of the First International Conference on Theory and Practice of Eletronic Governance (ICEGOV2007) (pp. 40–43). ACM Press. http://hdl.handle.net/20.500.12708/53161
2006
- Workshop-based multiobjective security safeguard selection / Neubauer, T., Stummer, C., & Weippl, E. (2006). Workshop-based multiobjective security safeguard selection. In First International Conference on Availability, Reliability and Security (ARES’06). First International Conference on Availability, Reliability and Security (ARES’06) 2006, Vienna, Austria. IEEE Computer Society. https://doi.org/10.1109/ares.2006.144
- Digital Signatures with Familiar Appearance for e-Government Documents: Authentic PDF / Neubauer, T., Weippl, E., & Biffl, S. (2006). Digital Signatures with Familiar Appearance for e-Government Documents: Authentic PDF. In First International Conference on Availability, Reliability and Security (ARES’06) (pp. 723–731). IEEE Computer Society. http://hdl.handle.net/20.500.12708/51391
- Secure Business Process Management: A Roadmap / Neubauer, T., Klemen, M., & Biffl, S. (2006). Secure Business Process Management: A Roadmap. In First International Conference on Availability, Reliability and Security (ARES’06) (pp. 457–464). IEEE Computer Society. http://hdl.handle.net/20.500.12708/51390
- Workshop-based Multiobjective Security Safeguard Selection / Neubauer, T., & Weippl, E. (2006). Workshop-based Multiobjective Security Safeguard Selection. In Proceedings of ARES 2006. IEEE Computer Society, Vienna, Austria. http://hdl.handle.net/20.500.12708/51424
2005
- Geschäftsprozessmanagement -Eine empirische Studie zum Status quo in Österreich, der Schweiz und Deutschland / Neubauer, T., & Biffl, S. (2005). Geschäftsprozessmanagement -Eine empirische Studie zum Status quo in Österreich, der Schweiz und Deutschland. OCG Journal, 5, 9–10. http://hdl.handle.net/20.500.12708/174262
- Business process-based valuation of IT-Security / Neubauer, T., Klemen, M., & Biffl, S. (2005). Business process-based valuation of IT-Security. In Proceedings of the 7th International Workshop on Economics-Driven Software Engineering Research EDSER ’05, Volume 30 Issue 4 (pp. 1–5). ACM Press. http://hdl.handle.net/20.500.12708/51240
Supervisions
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Chaos, complexity and neural network time series predictions
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Raubitzek, S. (2023). Chaos, complexity and neural network time series predictions [Dissertation, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2023.117442
Download: PDF (6.36 MB) -
Identification of pests and diseases in agriculture - conventional models with artificial intelligence
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Miho, E. (2022). Identification of pests and diseases in agriculture - conventional models with artificial intelligence [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2022.89804
Download: PDF (1.68 MB) -
Integrating grassland simulation models into a digital twin concept and life cycle
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Klipic, A. (2022). Integrating grassland simulation models into a digital twin concept and life cycle [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2022.89280
Download: PDF (2.07 MB) -
Maintaining privacy of medical data : analysis of existing approaches with special focus on ePrescription
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Sellner, M. T. (2014). Maintaining privacy of medical data : analysis of existing approaches with special focus on ePrescription [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2014.24790
Download: PDF (3.66 MB) - Datenschutz und Datensicherheit im internationalen Vergleich / Schrott, J. (2013). Datenschutz und Datensicherheit im internationalen Vergleich [Diploma Thesis, Technische Universität Wien]. reposiTUm. http://hdl.handle.net/20.500.12708/159148
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Pseudonymisierter Arztbrief auf Basis der HL7 CDA R2 für den sicheren Austausch und die sichere Archivierung
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Pehaim, M. (2010). Pseudonymisierter Arztbrief auf Basis der HL7 CDA R2 für den sicheren Austausch und die sichere Archivierung [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-30782
Download: PDF (4.99 MB) -
Evaluation of model-driven security approaches
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Kasal, K. (2010). Evaluation of model-driven security approaches [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-45091
Download: PDF (1.19 MB) -
Development of a Workshop Based Security Safeguard Evaluation Process
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Pehn, M. (2009). Development of a Workshop Based Security Safeguard Evaluation Process [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-32609
Download: PDF (6.53 MB) -
Economic and security aspects of pseudonymization approaches in eHealth
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Kolb, M. (2009). Economic and security aspects of pseudonymization approaches in eHealth [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-35923
Download: PDF (7.06 MB) -
Pseudonymization of medical images : development and implementation of a method for the pseudonymized processing of DICOM images
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Abouakil, D. (2009). Pseudonymization of medical images : development and implementation of a method for the pseudonymized processing of DICOM images [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-22364
Download: PDF (1.42 MB) - Evaluation of IT risk management tools / Zarakowitis, H. (2009). Evaluation of IT risk management tools [Diploma Thesis, Technische Universität Wien]. reposiTUm. http://hdl.handle.net/20.500.12708/186066
- Entwicklung und Implementierung einer Methode für die Selektion von Sicherheitsmaßnahmen gemäß ISO/IEC 27001 / Culha, V. (2008). Entwicklung und Implementierung einer Methode für die Selektion von Sicherheitsmaßnahmen gemäß ISO/IEC 27001 [Diploma Thesis, Technische Universität Wien]. reposiTUm. http://hdl.handle.net/20.500.12708/179782
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The definition of secure business processes with respect to multiple objectives
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Heurix, J. (2007). The definition of secure business processes with respect to multiple objectives [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-18723
Download: PDF (2.35 MB)