Belgin Mutlu

39 papers A 2B 1C 2Journal 15Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Tracing the Data Trail: A Survey of Data Provenance, Transparency and Traceability in LLMs.
CoRR
Richard Hohensinner, Belgin Mutlu, Inti Gabriel Mendoza Estrada, Matej Vukovic, Simone Kopeinik, Roman Kern
2025 A conf
Cluster-Based Approach for Visual Anomaly Detection in Multivariate Welding Process Data Supported by User Guidance.
IUI
Josef Suschnigg, Belgin Mutlu, Matthias Burgholzer, Michael Bauer, Tobias Schreck
2025 B conf
Leveraging Causal Discovery to Tackle Complexity in Model-Based Anomaly Detection: Case-Study from Blast Furnace Operation.
DSAA
Matej Vukovic, Belgin Mutlu, Thomas Kristan, Petra Krahwinkler, Christian Tauber, Stefan Thalmann
2025 J jnl
MANDALA - Visual Exploration of Anomalies in Industrial Multivariate Time Series Data.
Comput. Graph. Forum
Josef Suschnigg, Belgin Mutlu, Georgios Koutroulis, H. Hussain, Tobias Schreck
2025 J jnl
Scalable visual exploration of time series and anomalies with adaptive level of detail.
Inf. Vis.
Julian Rakuschek, Josef Suschnigg, Patrick Louis, Belgin Mutlu, Tobias Schreck
2024 J jnl
Interpretability of Causal Discovery in Tracking Deterioration in a Highly Dynamic Process.
Sensors
Asha Choudhary, Matej Vukovic, Belgin Mutlu, Michael Haslgrübler, Roman Kern
2024 J jnl
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.
Matej Vukovic, Georgios Koutroulis, Belgin Mutlu, Petra Krahwinkler, Stefan Thalmann
2024 — conf
Unveiling Operational Dynamics: Causally Interpretable Clustering for Understanding the Usage of Plastic Injection Molding Machines.
CBI
Matej Vukovic, Paul Haferlbauer, Belgin Mutlu, Stefan Thalmann
2024 C conf
Visual Analysis of Cyclic Time Series with Semantic Zoom.
IV
Patrick Louis, Belgin Mutlu, Josef Suschnigg, Tobias Schreck
2024 J jnl
Visual Exploration and Analysis of Simulation and Testing Data in Motor Engineering.
IEEE Computer Graphics and Applications
Patrick Louis, Lena Cibulski, Josef Suschnigg, Edmund Marth, Hubert Mitterhofer, Jörn Kohlhammer, Tobias Schreck, Belgin Mutlu
2023 J jnl
A Causality-Inspired Approach for Anomaly Detection in a Water Treatment Testbed.
Sensors
Georgios Koutroulis, Belgin Mutlu, Roman Kern
2022 J jnl
Constructing robust health indicators from complex engineered systems via anticausal learning.
Eng. Appl. Artif. Intell.
Georgios Koutroulis, Belgin Mutlu, Roman Kern
2022 — conf
Decision support for multi-component systems: visualizing interdependencies for predictive maintenance.
HICSS
Milot Gashi, Belgin Mutlu, Stefanie N. Lindstaedt, Stefan Thalmann
2022 J jnl
ManEx: The Visual Analysis of Measurements for the Assessment of Errors in Electrical Engines.
IEEE Computer Graphics and Applications
Joscha Eirich, Georgios Koutroulis, Belgin Mutlu, Dominik Jäckle, Roman Kern, Tobias Schreck, Jürgen Bernard
2022 — ch.
Visual Data Science for Industrial Applications.
Digital Transformation
Tobias Schreck, Belgin Mutlu, Marc Streit
2021 J jnl
KOMPOS: Connecting Causal Knots in Large Nonlinear Time Series with Non-Parametric Regression Splines.
ACM Trans. Intell. Syst. Technol.
Georgios Koutroulis, Leo Botler, Belgin Mutlu, Konrad Diwold, Kay Römer, Roman Kern
2021 — conf
Similarity Measures for Visual Comparison and Retrieval of Test Data in Aluminum Production.
VISIGRAPP (3: IVAPP)
Nikolina Jekic, Belgin Mutlu, Manuela Schreyer, Steffen Neubert, Tobias Schreck
2021 — conf
Towards a Task-based Guidance in Exploratory Visual Analytics.
HICSS
Belgin Mutlu, Milot Gashi, Vedran Sabol
2021 — conf
Visual Data Analysis of Production Quality Data for Aluminum Casting.
HICSS
Nikolina Jekic, Belgin Mutlu, Manuela Schreyer, Steffen Neubert, Tobias Schreck
2021 J jnl
Visual Exploration of Anomalies in Cyclic Time Series Data with Matrix and Glyph Representations.
Big Data Res.
Josef Suschnigg, Belgin Mutlu, Georgios Koutroulis, Vedran Sabol, Stefan Thalmann, Tobias Schreck
2020 — conf
Exploration of Anomalies in Cyclic Multivariate Industrial Time Series Data for Condition Monitoring.
EDBT/ICDT Workshops
Josef Suschnigg, Belgin Mutlu, Anna Katharina Fuchs, Vedran Sabol, Stefan Thalmann, Tobias Schreck
2019 J jnl
Human/machine/roboter: technologies for cognitive processes.
Elektrotech. Informationstechnik
Georg Weichhart, Alois Ferscha, Belgin Mutlu, Markus Brillinger, Konrad Diwold, Stefanie N. Lindstaedt, Tobias Schreck, Christoph Mayr-Dorn
2019 — conf
Visual Analysis of Aluminum Production Data with Tightly Linked Views.
EuroVis (Posters)
Nikolina Jekic, Belgin Mutlu, Mario Faschang, Steffen Neubert, Stefan Thalmann, Tobias Schreck
2018 — conf
Towards a Learning Dashboard for Community Visualization.
AFEL@EC-TEL
Belgin Mutlu, Ilija Simic, Analía Cicchinelli, Vedran Sabol, Eduardo E. Veas
2017 — conf
Tags, Titles or Q&As?: Choosing Content Descriptors for Visual Recommender Systems.
HT
Belgin Mutlu, Eduardo E. Veas, Christoph Trattner
2016 — conf
Designing Generic Visualisations for Activity Log Data.
ARTEL@EC-TEL
Granit Luzhnica, Angela Fessl, Eduardo E. Veas, Belgin Mutlu, Viktoria Pammer
2016 J jnl
From Data to Visualisations and Back: Selecting Visualisations Based on Data and System Design Considerations.
CoRR
Belgin Mutlu, Vedran Sabol, Heimo Gursch, Roman Kern
2016 J jnl
VizRec: Recommending Personalized Visualizations.
ACM Trans. Interact. Intell. Syst.
Belgin Mutlu, Eduardo E. Veas, Christoph Trattner
2015 C conf
The Recommendation Dashboard: A System to Visualise and Organise Recommendations.
IV
Gerwald Tschinkel, Cecilia di Sciascio, Belgin Mutlu, Vedran Sabol
2015 A conf
Towards a Recommender Engine for Personalized Visualizations.
UMAP
Belgin Mutlu, Eduardo E. Veas, Christoph Trattner, Vedran Sabol
2015 — conf
Visual Recommendations for Scientific and Cultural Content.
IVAPP
Eduardo E. Veas, Belgin Mutlu, Cecilia di Sciascio, Gerwald Tschinkel, Vedran Sabol
2015 — conf
VizRec: A Two-Stage Recommender System for Personalized Visualizations.
IUI Companion
Belgin Mutlu, Eduardo E. Veas, Christoph Trattner, Vedran Sabol
2014 J jnl
CODE Query Wizard and Vis Wizard: Supporting Exploration and Analysis of Linked Data.
ERCIM News
Patrick Höfler, Belgin Mutlu
2014 — conf
Discovery and Visual Analysis of Linked Data for Humans.
ISWC (1)
Vedran Sabol, Gerwald Tschinkel, Eduardo E. Veas, Patrick Höfler, Belgin Mutlu, Michael Granitzer
2014 — conf
Suggesting Visualisations for Published Data.
IVAPP
Belgin Mutlu, Patrick Höfler, Gerwald Tschinkel, Eduardo E. Veas, Vedran Sabol, Florian Stegmaier, Michael Granitzer
2014 — conf
Using Semantics for Interactive Visual Analysis of Linked Open Data.
ISWC (Posters & Demos)
Gerwald Tschinkel, Eduardo E. Veas, Belgin Mutlu, Vedran Sabol
2013 — conf
Automated Visualization Support for Linked Research Data.
I-SEMANTICS (Posters & Demos)
Belgin Mutlu, Patrick Höfler, Vedran Sabol, Gerwald Tschinkel, Michael Granitzer
2013 — conf
Crowdsourcing Fact Extraction from Scientific Literature.
CHI-KDD
Christin Seifert, Michael Granitzer, Patrick Höfler, Belgin Mutlu, Vedran Sabol, Kai Schlegel, Sebastian Bayerl, Florian Stegmaier, Stefan Zwicklbauer, Roman Kern
2012 — conf
Unleashing Semantics of Research Data.
WBDB
Florian Stegmaier, Christin Seifert, Roman Kern, Patrick Höfler, Sebastian Bayerl, Michael Granitzer, Harald Kosch, Stefanie N. Lindstaedt, Belgin Mutlu, Vedran Sabol, Kai Schlegel, Stefan Zwicklbauer