Dr. Mario Pichler
Details
 |
ORCID |  |
Google Scholar |  |
Research Gate |
Mario Pichler is responsible for International Cooperations in Data Science & Software Science at the SCCH. He has more than 20 years of experience in application-oriented research in the areas of Ubiquitous Computing, Software Science and Data Science.
He obtained both his Master's degree (in 2001) and Doctoral degree (in 2007) in Computer Science from the Johannes Kepler University Linz, Austria, with a doctoral thesis on Ubiquitous Computing. Beyond that, he completed a BSc study of Geosciences and Atmosphere Sciences at the University of Innsbruck in 2015. As a result of these research activities, he has published more than 40 scientific publications in aforementioned areas.
His current work focusses on the development of international collaborations and projects in the areas of Green and Digital (Industrial) Transformation and Artificial Intelligence with a personal interest on formal knowledge representation and reasoning. Mario has many years of project management experience in national and international projects. He is currently coordinating the Interreg AT-CZ project PredMAIn (AI-based Predictive Maintenance, ATCZ279) and the international project outreach in the H2020 project TEAMING.AI (Grant nr. 957402).
Publikationen
-
2023
-
Climate Risks and Forecasting Stock Market Returns in Advanced Economies over a Century
Balcilar, M., Gabauer, D., Gupta, R., & Pierdzioch, C. (2023). Climate Risks and Forecasting Stock Market Returns in Advanced Economies over a Century. Mathematics, 11(9), 2077.
-
Oil price shocks and exchange rate dynamics: Evidence from decomposed and partial connectedness measures for oil importing and exporting economies
Chatziantoniou, I., Elsayed, A. H., Gabauer, D., & Gozgor, G. (2023). Oil price shocks and exchange rate dynamics: Evidence from decomposed and partial connectedness measures for oil importing and exporting economies. Energy Economics, 120, 106627.
-
Dynamic Connectedness among the Implied Volatilities of Oil Prices and Financial Assets: New Evidence of the COVID-19 Pandemic
Antonakakis, N., Cunado, J., Filis, G., Gabauer, D., & de Gracia, F. P. (2023). Dynamic connectedness among the implied volatilities of oil prices and financial assets: New evidence of the COVID-19 pandemic. International Review of Economics & Finance, 83, 114–123.
-
Time-varying spillover of US trade war on the growth of emerging economies
Çepni, O., Gabauer, D., Gupta, R., & Ramabulana, K. (2023). Time-Varying Spillover of us Trade War on the Growth of Emerging Economies. The Journal of Developing Areas, 57(1), 167–181.
-
2022
-
Independent policy, dependent outcomes: A game of cross-country dominoes across European yield curves
Stenfors, A., Chatziantoniou, I., & Gabauer, D. (2022). Independent policy, dependent outcomes: A game of cross-country dominoes across European yield curves. Journal of International Financial Markets, Institutions and Money, 81, 101658.
-
Forecasting stock-market tail risk and connectedness in advanced economies over a century: The role of gold-to-silver and gold-to-platinum
Salisu, A. A., Pierdzioch, C., Gupta, R., & Gabauer, D. (2022). Forecasting stock-market tail risk and connectedness in advanced economies over a century: The role of gold-to-silver and gold-to-platinum price ratios. International Review of Financial Analysis, 83, 102300.
-
Crude oil and Islamic sectoral stocks: Asymmetric connectedness and investment strategies
Adekoya, O. B., Akinseye, A. B., Antonakakis, N., Chatziantoniou, I., Gabauer, D., & Oliyide, J. (2022). Crude oil and Islamic sectoral stocks: Asymmetric TVP-VAR connectedness and investment strategies. Resources Policy, 78, 102877.
-
A Comparative Analysis of Anomaly Detection Methods for Predictive Maintenance in SME
Qasim, M., Khan, M., Mehmood, W., Sobieczky, F., Pichler, M., & Moser, B. (2022). A Comparative Analysis of Anomaly Detection Methods for Predictive Maintenance in SME. Database and Expert Systems Applications - DEXA 2022 Workshops, 22–31.
-
A Systematic Mapping Study of Predictive Maintenance in SMEs
Khan, M., Ahmad, A., Sobieczky, F., Pichler, M., Moser, B. A., & Bukovsky, I. (2022). A Systematic Mapping Study of Predictive Maintenance in SMEs. IEEE Access, 10, 88738–88749.
-
On the Creation and Maintenance of a Documentation Generator in an Applied Research Context
Dorninger, B., Moser, M., Pichler, J., Rappl, M., & Sautter, J. (2022). On the Creation and Maintenance of a Documentation Generator in an Applied Research Context. Database and Expert Systems Applications - DEXA 2022 Workshops, 129–140.
-
Quantile time-frequency price connectedness between bond, green equity, sustainable investments and clean energy markets
Chatziantoniou, I., Abakah, E. J. A., Gabauer, D., & Tiwari, A. K. (2022). Quantile time–frequency price connectedness between green bond, green equity, sustainable investments and clean energy markets. Journal of Cleaner Production, 361, 132088.
-
Time-Varying Predictability of Financial Stress on Inequality in United Kingdom
Berisha, E., Gabauer, D., Gupta, R., & Nel, J. (2022). Time-varying predictability of financial stress on inequality in United Kingdom. Journal of Economic Studies.
-
Dynamic connectedness between COVID-19 news sentiment, capital and commodity markets
Apergis, N., Chatziantoniou, I., & Gabauer, D. (2022). Dynamic connectedness between COVID-19 news sentiment, capital and commodity markets. Applied Economics, 55(24), 2740–2754.
-
Tail risk connectedness in the refined petroleum market: A first look at the impact of the COVID-19 pandemic
Chatziantoniou, I., Gabauer, D., & Perez de Gracia, F. (2022). Tail risk connectedness in the refined petroleum market: A first look at the impact of the COVID-19 pandemic. Energy Economics, 111, 106051.
-
The Evolution of Monetary Policy Focal Points
Stenfors, A., Chatziantoniou, I., & Gabauer, D. (2022). The Evolution of Monetary Policy Focal Points. Journal of Economic Issues, 56(2), 348–355.
-
Towards a Reference Software Architecture for Human-AI Teaming in Smart Manufacturing
Haindl, P., Buchgeher, G., Khan, M., & Moser, B. (2022). Towards a Reference Software Architecture for Human-AI Teaming in Smart Manufacturing. 2022 IEEE/ACM 44th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER).
-
2D nnUNet for classification and segmentation of anatomical structures in fetal torso ultrasound
Dacho, C., Gabauer, D., Brunner, D., & Fischer, L. (2022). 2D nnUNet for classification and segmentation of anatomical structures in fetal torso ultrasound. Medical Imaging 2022: Image Processing.
-
Migrating Cyber-Physical Systems to OPC UA
Buchgeher, G., Dorninger, B., Klammer, C., Walchshofer, A., & Kern, A. (2022). Migrating Cyber-Physical Systems to OPC UA. Procedia Computer Science, 200, 276–283.
-
Root Cause Analysis in the Industrial Domain using Knowledge Graphs: A Case Study on Power Transformers
Martinez-Gil, J., Buchgeher, G., Gabauer, D., Freudenthaler, B., Filipiak, D., & Fensel, A. (2022). Root Cause Analysis in the Industrial Domain using Knowledge Graphs: A Case Study on Power Transformers. Procedia Computer Science, 200, 944–953.
-
Teaming.AI: Enabling Human-AI Teaming Intelligence in Manufacturing
Hoch, T., Heinzl, B., Czech, G., Khan, M., Waibel, P., Bachhofner, S., Kiesling, E., & Moser, B. A. (2022). Teaming.AI: Enabling Human-AI Teaming Intelligence in Manufacturing. International Conference on Interoperability for Enterprise Systems and Applications (I-ESA)
-
2021
-
Value-Oriented Quality Metrics in Software Development: Categorization and Practical Relevance from a Software Engineering Perspective
Haindl, P., & Plösch, R. (2021). Value‐oriented quality metrics in software development: Practical relevance from a software engineering perspective. IET Software, 16(2), 167–184. Portico.
-
Crude Oil Futures Contracts and Commodity Markets: New Evidence from a TVP-VAR Extended Joint Connectedness Approach
Balcilar, M., Gabauer, D., & Umar, Z. (2021). Crude Oil futures contracts and commodity markets: New evidence from a TVP-VAR extended joint connectedness approach. Resources Policy, 73, 102219.
-
Time-varying spillovers between housing sentiment and housing market in the United States
André, C., Gabauer, D., & Gupta, R. (2021). Time-varying spillovers between housing sentiment and housing market in the United States☆. Finance Research Letters, 42, 101925.
-
Adopting Microservices for Industrial Control Systems: A Five Step Migration Path
Buchgeher, G., Ramler, R., Stummer, H., & Kaufmann, H. (2021). Adopting Microservices for Industrial Control Systems: A Five Step Migration Path. 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA ).
-
Task-specific Automation in Deep Learning Processes
Buchgeher, G., Czech, G., Ribeiro, A. S., Kloihofer, W., Meloni, P., Busia, P., Deriu, G., Pintor, M., Biggio, B., Chesta, C., Rinelli, L., Solans, D., & Portela, M. (2021). Task-Specific Automation in Deep Learning Processes. Database and Expert Systems Applications - DEXA 2021 Workshops, 159–169.
-
On the Dynamics of International Real-Estate-Investment Trust-Propagation Mechanisms: Evidence from Time-Varying Return and Volatility Connectedness Measuress
Lesame, K., Bouri, E., Gabauer, D., & Gupta, R. (2021). On the Dynamics of International Real-Estate-Investment Trust-Propagation Mechanisms: Evidence from Time-Varying Return and Volatility Connectedness Measures. Entropy, 23(8), 1048.
-
Dynamic Connectedness And Spillovers Across Sectors: Evidence From The Indian Stock Market
Chatziantoniou, I., Gabauer, D., & Marfatia, H. A. (2021). Dynamic connectedness and spillovers across sectors: Evidence from the Indian stock market. Scottish Journal of Political Economy, 69(3), 283–300. Portico.
-
Interest Rate Swaps and the Transmission Mechanism of Monetary Policy: A Quantile Connectedness Approach
Chatziantoniou, I., Gabauer, D., & Stenfors, A. (2021). Interest rate swaps and the transmission mechanism of monetary policy: A quantile connectedness approach. Economics Letters, 204, 109891.
-
Financial market connectedness: The role of investors' happiness
Bouri, E., Demirer, R., Gabauer, D., & Gupta, R. (2022). Financial market connectedness: The role of investors’ happiness. Finance Research Letters, 44, 102075.
-
Knowledge Graphs in Manufacturing and Production: A Systematic Literature Review
Buchgeher, G., Gabauer, D., Martinez-Gil, J., & Ehrlinger, L. (2021) Knowledge Graphs in Manufacturing and Production: A Systematic Literature Review. IEEE Access, vol. 9, pp. 55537-55554.
-
A closer look into the global determinants of oil price volatility
Chatziantoniou, I., Filippidis, M., Filis, G., & Gabauer, D. (2021). A closer look into the global determinants of oil price volatility. Energy Economics, 95, 105092.
-
Time-Varying Predictability of Labor Productivity on Inequality in United Kingdom
Gabauer, D., Gupta, R., Nel, J., & Yamaka, W. (2021). Time-Varying Predictability of Labor Productivity on Inequality in United Kingdom. Social Indicators Research, 155(3), 771–788.
-
2020
-
Oil and asset classes implied volatilities: Investment strategies and hedging effectiveness
Antonakakis, N., Cunado, J., Filis, G., Gabauer, D., & de Gracia, F. P. (2020). Oil and asset classes implied volatilities: Investment strategies and hedging effectiveness. Energy Economics, 91, 104762.
-
An early investigation of unit testing practices of component-based software systems
Buchgeher, G., Fischer, S., Moser, M., & Pichler, J. (2020). An Early Investigation of Unit Testing Practices of Component-Based Software Systems. 2020 IEEE Workshop on Validation, Analysis and Evolution of Software Tests (VST).
-
Formalizing architectural rules with ontologies - An industrial evaluation
Schroder, S., & Buchgeher, G. (2019). Formalizing Architectural Rules with Ontologies - An Industrial Evaluation. 2019 26th Asia-Pacific Software Engineering Conference (APSEC).
-
2019
-
Establishing a user-centered design process for human-machine interfaces: Threats to success
Winterer, M., Salomon, C., Buchgeher, G., Zehethofer, M., & Derntl, A. (2019). Establishing a User-Centered Design Process for Human-Machine Interfaces: Threats to Success. Lecture Notes in Computer Science, 89–102.
-
Extracting high-level system specifications from source code via abstract state machines
Ferrarotti, F., Pichler, J., Moser, M., & Buchgeher, G. (2019). Extracting High-Level System Specifications from Source Code via Abstract State Machines. Lecture Notes in Computer Science, 267–283.
-
Applicability of controlled natural languages for architecture analysis and documentation: an industrial case study
Schröder, S., & Buchgeher, G. (2019). Applicability of controlled natural languages for architecture analysis and documentation. Proceedings of the 13th European Conference on Software Architecture - Volume 2.
-
Discovering architectural rules in practice
Schröder, S., & Buchgeher, G. (2019). Discovering architectural rules in practice. Proceedings of the 13th European Conference on Software Architecture - Volume 2.
-
Using decision models for documenting microservice architectures: A student experiment and focus group study
Haselbock, S., Weinreich, R., & Buchgeher, G. (2019). Using Decision Models for Documenting Microservice Architectures: A Student Experiment and Focus Group Study. 2019 IEEE International Conference on Service-Oriented System Engineering (SOSE).
-
An expert interview study on areas of microservice design
Haselbock, S., Weinreich, R., & Buchgeher, G. (2018). An Expert Interview Study on Areas of Microservice Design. 2018 IEEE 11th Conference on Service-Oriented Computing and Applications (SOCA).
-
Benefits and drawbacks of representing and analyzing source code and software engineering artifacts with graph databases
Ramler, R., Buchgeher, G., Klammer, C., Pfeiffer, M., Salomon, C., Thaller, H., & Linsbauer, L. (2018). Benefits and Drawbacks of Representing and Analyzing Source Code and Software Engineering Artifacts with Graph Databases. Software Quality: The Complexity and Challenges of Software Engineering and Software Quality in the Cloud, 125–148.
-
Microservice design space analysis and decision documentation: A case study on API management
Haselbock, S., Weinreich, R., Buchgeher, G., & Kriechbaum, T. (2018). Microservice Design Space Analysis and Decision Documentation: A Case Study on API Management. 2018 IEEE 11th Conference on Service-Oriented Computing and Applications (SOCA).