Stefan Thalmann

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 50

Top Topics

Interactive Visualizations

Defect Classification

Top Venues

Publications

Matej Vukovic, Georgios Koutroulis, Belgin Mutlu, Petra Krahwinkler, Stefan Thalmann
Local machine learning model-based multi-objective optimization for managing system interdependencies in production: A case study from the ironmaking industry. Eng. Appl. Artif. Intell. 133 (2024)
Harald Semmelrock, Tony Ross-Hellauer, Simone Kopeinik, Dieter Theiler, Armin Haberl, Stefan Thalmann, Dominik Kowald
Reproducibility in Machine Learning-based Research: Overview, Barriers and Drivers. CoRR (2024)
Florian Koenigstorfer, Armin Haberl, Dominik Kowald, Tony Ross-Hellauer, Stefan Thalmann
Black Box or Open Science? Assessing Reproducibility-Related Documentation in AI Research. HICSS (2024)
Johannes Paul Zeiringer, Jürgen Fleiß, Stefan Thalmann
Data Anonymization as Instrument to manage Knowledge Risks in Supply Chains. HICSS (2024)
B. Gigerl, Y. Zhao, J. Raminger, Jupiter Bakakeu, Roman Kern, Stefan Thalmann
Predicting Partial Discharges of Transformers: Decision Support System for Factory Acceptance Test. IEEM (2023)
Armin Haberl, Jürgen Fleiß, Dominik Kowald, Stefan Thalmann
Take the aTrain. Introducing an Interface for the Accessible Transcription of Interviews. CoRR (2023)
Armin Haberl, Christine Dagmar Malin, Stefan Thalmann
A Framework to Identify Data Governance Requirements in Open Data Ecosystems. Bled eConference (2022)
Kathrin Otrel-Cass, Stefan Thalmann, Viktoria Pammer-Schindler, Michael Fasching, Analía Cicchinelli, Eva Griesbacher, Christine Malin, Julia Mayr, Alfred Wertner, Thomas Doppelreiter
"Digital? Sicher!" - An Educational Game to Build Digital Competences. EC-TEL (2022)
Isabel Ramos, Klaus North, Stefan Thalmann, Nekane Aramburu, Andreas Hermann, Karin Gräslund, Victor Barros
Using Simulation to Leverage Digital Transformation of SMEs: A European Perspective. HICSS (2022)
Johannes Paul Zeiringer, Susanne Durst, Stefan Thalmann
Show Me What You Do and I Will Tell You Who You Are: A Cluster Typology of Supply Chain Risk Management in SMEs. J. Theor. Appl. Electron. Commer. Res. 17 (1) (2022)
Anna Polzer, Jürgen Fleiß, Thomas Ebner, Philipp Kainz, Christoph Koeth, Stefan Thalmann
Validation of AI-based Information Systems for Sensitive Use Cases: Using an XAI Approach in Pharmaceutical Engineering. HICSS (2022)
Milot Gashi, Belgin Mutlu, Stefanie N. Lindstaedt, Stefan Thalmann
Decision support for multi-component systems: visualizing interdependencies for predictive maintenance. HICSS (2022)
Anika Kloker, Jürgen Fleiß, Christoph Koeth, Thomas Kloiber, Patrick Ratheiser, Stefan Thalmann
Caution or Trust in AI? How to design XAI in sensitive Use Cases? AMCIS (2022)
Milot Gashi, Heimo Gursch, Hannes Hinterbichler, Stefan Pichler, Stefanie N. Lindstaedt, Stefan Thalmann
MEDEP: Maintenance Event Detection for Multivariate Time Series Based on the PELT Approach. Sensors 22 (8) (2022)
Josef Suschnigg, Belgin Mutlu, Georgios Koutroulis, Vedran Sabol, Stefan Thalmann, Tobias Schreck
Visual Exploration of Anomalies in Cyclic Time Series Data with Matrix and Glyph Representations. Big Data Res. 26 (2021)
Eric Armengaud, Daniel Schneider, Jan Reich, Ioannis Sorokos, Yiannis Papadopoulos, Marc Zeller, Gilbert Regan, Georg Macher, Omar Veledar, Stefan Thalmann, Sohag Kabir
DDI: A novel technology and innovation model for dependable, collaborative and autonomous systems. DATE (2021)
Gerhard Reichmann, Christian Schlögl, Stefan Thalmann
Das Institut für Informationswissenschaft an der Universität Graz: 1987 - 2020. Inf. Wiss. Prax. 72 (1) (2021)
Milot Gashi, Patrick Ofner, Helmut Ennsbrunner, Stefan Thalmann
Dealing with missing usage data in defect prediction: A case study of a welding supplier. Comput. Ind. 132 (2021)
Michael Fruhwirth, Viktoria Pammer-Schindler, Stefan Thalmann
A Network-based Tool for Identifying Knowledge Risks in Data-Driven Business Models. HICSS (2021)
Josef Suschnigg, Florian Ziessler, Markus Brillinger, Matej Vukovic, Jürgen Mangler, Tobias Schreck, Stefan Thalmann
Industrial Production Process Improvement by a Process Engine Visual Analytics Dashboard. HICSS (2020)
Jürgen Fleiß, Elisabeth Bäck, Stefan Thalmann
Explainability and the Intention to Use AI-based Conversational Agents (Short Paper). XI-ML@KI (2020)
Stefan Thalmann, Ilona Ilvonen
Why Should We Investigate Knowledge Risks Incidents? - Lessons from Four Cases. HICSS (2020)
Johannes Paul Zeiringer, Stefan Thalmann
Knowledge Risks in Digital Supply Chains: A Literature Review. Wirtschaftsinformatik (Zentrale Tracks) (2020)
Stefan Thalmann, Angela Fessl, Viktoria Pammer-Schindler
How Large Manufacturing Firms Understand the Impact of Digitization: A Learning Perspective. HICSS (2020)
Josef Suschnigg, Belgin Mutlu, Anna Katharina Fuchs, Vedran Sabol, Stefan Thalmann, Tobias Schreck
Exploration of Anomalies in Cyclic Multivariate Industrial Time Series Data for Condition Monitoring. EDBT/ICDT Workshops (2020)
Georgios Koutroulis, Tiago Santos, Michael Wiedemann, Christian Faistauer, Roman Kern, Stefan Thalmann
Enhanced Active Learning of Convolutional Neural Networks: A Case Study for Defect Classification in the Semiconductor Industry. KDIR (2020)
Nikolina Jekic, Belgin Mutlu, Mario Faschang, Steffen Neubert, Stefan Thalmann, Tobias Schreck
Visual Analysis of Aluminum Production Data with Tightly Linked Views. EuroVis (Posters) (2019)
Milot Gashi, Stefan Thalmann
Taking Complexity into Account: A Structured Literature Review on Multi-component Systems in the Context of Predictive Maintenance. EMCIS (2019)
Matej Vukovic, Christian Kittl, Jürgen Mangler, Stefan Thalmann
An Approach for Secure Data Transmission in a Distributed Production Environment. Bled eConference (2019)
Klaus North, Armindo Barbosa de Carvalho, Alessio Maria, Susanne Durst, João Alvaro Carvalho, Karin Gräslund, Stefan Thalmann
Information and knowledge risks in supply chain interactions of SMEs. An exploratory study. WM (2019)
Rene Kaiser, Stefan Thalmann, Viktoria Pammer-Schindler, Angela Fessl
Collaborating in a Research and Development Project: Knowledge Protection Practices applied in a Co-opetitive Setting. WM (2019)
Seren Yenikent, Peter Holtz, Stefan Thalmann, Mathieu d'Aquin, Joachim Kimmerle
Evaluating the AFEL Learning Tool: Didactalia Users' Experiences with Personalized Recommendations and Interactive Visualizations. AFEL@EC-TEL (2018)
Viktoria Pammer-Schindler, Stefan Thalmann, Angela Fessl, Julia Füssel
Virtualizing face-2-face trainings for training senior professionals: a comparative case study on financial auditors. L@S (2018)
Iacopo Vagliano, Franziska Günther, Matthias Heinz, Aitor Apaolaza, Irina Bienia, Gert Breitfuss, Till Blume, Chrysa Collyda, Angela Fessl, Sebastian Gottfried, Peter Hasitschka, Jasmin Kellermann, Thomas Köhler, Annalouise Maas, Vasileios Mezaris, Ahmed Saleh, Andrzej M. J. Skulimowski, Stefan Thalmann, Markel Vigo, Alfred Wertner, Michael Wiese, Ansgar Scherp
Open Innovation in the Big Data Era With the MOVING Platform. IEEE Multim. 25 (3) (2018)
Mathieu d'Aquin, Dominik Kowald, Angela Fessl, Elisabeth Lex, Stefan Thalmann
AFEL - Analytics for Everyday Learning. WWW (Companion Volume) (2018)
Angela Fessl, Stefan Thalmann
Reflections on the Workshop. AFEL@EC-TEL (2018)
Stefan Thalmann
Data driven decision support. it Inf. Technol. 60 (4) (2018)
Christian Huemer, Gerti Kappel, Manuel Wimmer, Henderik A. Proper, Siegfried Reich, Wernher Behrendt, Stefan Thalmann, Georg Weichhart, Alois Zoitl
Interoperability and Integration in Future Production Systems. CBI (2) (2018)
Stefan Thalmann, Juergen Mangler, Tobias Schreck, Christian Huemer, Marc Streit, Florian Pauker, Georg Weichhart, Stefan Schulte, Christian Kittl, Christoph Pollak, Matej Vukovic, Gerti Kappel, Milot Gashi, Stefanie Rinderle-Ma, Josef Suschnigg, Nikolina Jekic, Stefanie N. Lindstaedt
Data Analytics for Industrial Process Improvement A Vision Paper. CBI (2) (2018)
Angela Fessl, Dominik Kowald, Susana López-Sola, Ana Moreno, Ricardo Alonso Maturana, Stefan Thalmann
Analytics for Everyday Learning from two Perspectives: Knowledge Workers and Teachers. AFEL@EC-TEL (2018)
Georgios Koutroulis, Stefan Thalmann
Challenges from Data-Driven Predictive Maintenance in Brownfield Industrial Settings. BIS (Workshops) (2018)
Angela Fessl, Viktoria Pammer, Michael Wiese, Stefan Thalmann
Improving Search Strategies of Auditors - A Focus Group on Reflection Interventions. ARTEL@EC-TEL (2017)
Manfred Geiger, Lena Waizenegger, Tamsin Treasure-Jones, Christina Sarigianni, Ronald Maier, Stefan Thalmann, Ulrich Remus
Not Just Another Type of Resistance - towards a Deeper Understanding of Supportive non-Use. ECIS (2017)
Stefan Thalmann, Ronald Maier
Needles in the Haystack: Finding Content Worth Preparing for Workplace Learning with the KEP Model. IEEE Trans. Learn. Technol. 10 (3) (2017)
Peter Hasitschka, Vedran Sabol, Stefan Thalmann
Toward a Visual Analytics Framework for Learning Communities in Industry 4.0. WM (2017)
Angela Fessl, Stefan Thalmann, Viktoria Pammer-Schindler
Adaptive and Reflective Training Support for Improving Search Behaviour in Industry 4.0. WM (2017)
Maria Anna Schett, Stefan Thalmann, Ronald K. Maier
Knowledge Analytics For Workplace Learning. LWDA (2016)
Lena Waizenegger, Stefan Thalmann, Christina Sarigianni, Andreas Eckhardt, Darl Kolb, Ronald Maier, Ulrich Remus
From Isolation to Collaboration - How the Increasing diffusion of Mobile Devices has changed Practices of Knowledge Sharing in non-Office Settings. ECIS (2016)
Christina Sarigianni, Stefan Thalmann, Markus Manhart
Protecting Knowledge in the Financial Sector: An Analysis of Knowledge Risks Arising from Social Media. HICSS (2016)
Markus Manhart, Stefan Thalmann, Ronald Maier
Connect with Care: Protecting While Developing Knowledge in Networks of Organizations (Extended Abstract). MKWI (2016)
Christina Sarigianni, Stefan Thalmann, Markus Manhart
Knowledge Risks of Social Media in the Financial Industry. Int. J. Knowl. Manag. 11 (4) (2015)
Markus Manhart, Stefan Thalmann
Protecting organizational knowledge: a structured literature review. J. Knowl. Manag. 19 (2) (2015)
Markus Manhart, Stefan Thalmann, Ronald Maier
The Ends of Knowledge Sharing in Networks: Using Information Technology to Start Knowledge Protection. ECIS (2015)
Michael Steurer, Stefan Thalmann, Ronald Maier, Tamsin Treasure-Jones, John Bibby, Micky Kerr
Assessing Informal Social Learning at the Workplace - A Revalidation Case from Healthcare. GeNeMe (2015)
Stephan Schäper, Stefan Thalmann
Addressing Challenges for Informal Learning in Networks of Organizations. ECIS (2015)
Markus Manhart, Stefan Thalmann
Protecting Organisational Knowledge: A Structured Literature Review (Abstract Only). MKWI (2014)
Jan M. Pawlowski, Markus Bick, René Peinl, Stefan Thalmann, Ronald Maier, Lars Hetmank, Paul Kruse, Malte Martensen, Henri Pirkkalainen
Soziale Wissensumgebungen. Wirtschaftsinf. 56 (2) (2014)
Jan M. Pawlowski, Markus Bick, René Peinl, Stefan Thalmann, Ronald Maier, Lars Hetmank, Paul Kruse, Malte Martensen, Henri Pirkkalainen
Social Knowledge Environments. Bus. Inf. Syst. Eng. 6 (2) (2014)
Stephan Schäper, Stefan Thalmann
Technology Support for Informal Learning in Mobile Work Situations. MKWI (2014)
Daniel Bachlechner, Stefan Thalmann, Ronald Maier
Security and compliance challenges in complex IT outsourcing arrangements: A multi-stakeholder perspective. Comput. Secur. 40 (2014)
Stefan Thalmann, Daniel Bachlechner, Lukas Demetz, Markus Manhart
Complexity is dead, long live complexity! How software can help service providers manage security and compliance. Comput. Secur. 45 (2014)
Stefan Thalmann, Markus Manhart, Paolo Ceravolo, Antonia Azzini
An Integrated Risk Management Framework: Measuring the Success of Organizational Knowledge Protection. Int. J. Knowl. Manag. 10 (2) (2014)
René Peinl, Lars Hetmank, Markus Bick, Stefan Thalmann, Paul Kruse, Jan M. Pawlowski, Ronald Maier, Isabella Seeber
Gathering Knowledge from Social Knowledge Management Environments: Validation of an Anticipatory Standard. Wirtschaftsinformatik (2013)
Markus Manhart, Stefan Thalmann
An Integrated Risk Management Framework: Measuring the Success of Organizational Knowledge Protection. AMCIS (2013)
Stefan Thalmann, Vanessa Borntrager, Tamsin Treasure-Jones, John Sandars, Ronald Maier, Kathrin Widmann, Micky Kerr
Designing Scalable Informal Learning Solutions with Personas: A Pilot Study in the Healthcare Sector. EC-TEL (2013)
Markus Bick, Lars Hetmank, Paul Kruse, Ronald Maier, Jan M. Pawlowski, René Peinl, Eric Schoop, Isabella Seeber, Stefan Thalmann
Manifesto for a Standard on Meaningful Representationsof Knowledge in Social Knowledge Management Environments. MKWI (2012)
Stefan Thalmann, Isabella Seeber, Ronald Maier, René Peinl, Jan M. Pawlowski, Lars Hetmank, Paul Kruse, Markus Bick
Ontology-based standardization on knowledge exchange in social knowledge management environments. I-KNOW (2012)
Stefan Thalmann, Isabella Seeber
Managing and facilitating knowledge creation in collaborative settings. MKWI (2012)
Stefan Thalmann, Daniel Bachlechner, Lukas Demetz, Ronald Maier
Challenges in Cross-Organizational Security Management. HICSS (2012)
Stefan Thalmann, Daniel Bachlechner, Ronald Maier
Security Management in Cross-Organizational Settings: A Design Science Approach. ICIS (2012)
Ronald Maier, Stefan Thalmann
Collaborative ethnography for information systems research Studying knowledge work practices and designing supportive information systems. Australas. J. Inf. Syst. 17 (2) (2012)
Gabriela Waldhart, Stefan Thalmann, Ronald Maier
Optimising allocation of knowledge workers to learning measuresfor competence development. MKWI (2012)
Lukas Demetz, Stefan Thalmann, Daniel Bachlechner, Ronald Maier
Performance Measurement in Cross-Organizational Security Settings. Metrisec@ESEM (2011)
Andreas Kaschig, Ronald Maier, Alexander Sandow, Stefan Thalmann
Capturing Practices of Knowledge Work for Information Systems Design. ECIS (2010)
Ronald Maier, Silke Retzer, Stefan Thalmann
Collaborative Tagging of Knowledge and Learning Resources. ACIS (2008)
Ronald Maier, Stefan Thalmann, Florian Bayer, Michael Krüger, Hendrik Nitz, Alexander Sandow
Optimizing Assignment of Knowledge Workers to Office Space Using Knowledge Management Criteria: The Flexible Office Case. J. Univers. Comput. Sci. 14 (4) (2008)
Stefan Thalmann
Adaptation Criteria for Preparing Learning Material for Adaptive Usage: Structured Content Analysis of Existing Systems. USAB (2008)