Florian Sobieczky

According to our database, Florian Sobieczky authored at least 19 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Predictive change point detection for heterogeneous data.

Anna-Christina Glock, Florian Sobieczky, Johannes Fürnkranz, Peter Filzmoser, Martin Jech

Neural Comput. Appl., September, 2024

AISLEX: Approximate individual sample learning entropy with JAX.

Ondrej Budik, Milan Novák, Florian Sobieczky, Ivo Bukovsky

SoftwareX, 2024

Surrogate Modeling for Explainable Predictive Time Series Corrections.

Alfredo Lopez, Florian Sobieczky

CoRR, 2024

Knowledge Guided Clustering Medieval Polychromy.

Florian Sobieczky, Elisabeth Sobieczky

Proceedings of the Database and Expert Systems Applications - DEXA 2024 Workshops, 2024

2022

A Systematic Mapping Study of Predictive Maintenance in SMEs.

Maqbool Khan, Arshad Ahmad, Florian Sobieczky, Mario Pichler, Bernhard Alois Moser, Ivo Bukovsky

IEEE Access, 2022

Prescriptive Analytics: When Data- and Simulation-based Models Interact in a Cooperative Way.

Michael Affenzeller, Michael Bögl, Lukas Fischer, Florian Sobieczky, Kaifeng Yang, Jan Zenisek

Proceedings of the 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2022

A Comparative Analysis of Anomaly Detection Methods for Predictive Maintenance in SME.

Muhammad Qasim, Maqbool Khan, Waqar Mehmood, Florian Sobieczky, Mario Pichler, Bernhard Moser

Proceedings of the Database and Expert Systems Applications - DEXA 2022 Workshops, 2022

Applying Time-Inhomogeneous Markov Chains to Math Performance Rating.

Eva-Maria Infanger, Gerald Infanger, Zsolt Lavicza, Florian Sobieczky

Proceedings of the Database and Expert Systems Applications - DEXA 2022 Workshops, 2022

2021

AI System Engineering - Key Challenges and Lessons Learned.

Lukas Fischer, Lisa Ehrlinger, Verena Geist, Rudolf Ramler, Florian Sobieczky, Werner Zellinger, David Brunner, Mohit Kumar, Bernhard Moser

Mach. Learn. Knowl. Extr., 2021

Explainable AI by BAPC - Before and After correction Parameter Comparison.

Florian Sobieczky, Salma Mahmoud, Simon Neugebauer, Lukas Rippitsch, Manuela Geiß

CoRR, 2021

Missing Data Patterns: From Theory to an Application in the Steel Industry.

Michal Bechny, Florian Sobieczky, Jürgen Zeindl, Lisa Ehrlinger

Proceedings of the SSDBM 2021: 33rd International Conference on Scientific and Statistical Database Management, 2021

2020

Graph-based calibration transfer.

Ramin Nikzad-Langerodi, Florian Sobieczky

CoRR, 2020

Explainability of AI-predictions based on psychological profiling.

Simon Neugebauer, Lukas Rippitsch, Florian Sobieczky, Manuela Geiß

Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), 2020

Decay-parameter Diagnosis in Industrial Domains by Robustness through Isotonic Regression.

Salma Mahmoud, Florian Sobieczky, Jorge Martínez Gil, Patrick Praher, Bernhard Freudenthaler

Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), 2020

Applying AI in Practice: Key Challenges and Lessons Learned.

Lukas Fischer, Lisa Ehrlinger, Verena Geist, Rudolf Ramler, Florian Sobieczky, Werner Zellinger, Bernhard Moser

Proceedings of the Machine Learning and Knowledge Extraction, 2020

2019

Unimodularity of Network Representations of Time-Series for Unbiased Parameter Estimation.

Florian Sobieczky

Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019

Enhancing Industrial Maintenance Through Intelligent Data Analysis.

Patrick Praher, Bernhard Freudenthaler, Werner Schröder, Florian Sobieczky

Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019

2010

Tandem queues for inventory management under random perturbations.

Florian Sobieczky, Gerhard Rappitsch, Ernst Stadlober

Qual. Reliab. Eng. Int., 2010

1996

Visualization of Roughness in Musical Consonance.

Florian Sobieczky

Proceedings of the 7th IEEE Visualization Conference, 1996