Belgin Mutlu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 19

Top Topics

Cognitive Process

Visual Analysis

Top Venues

Eng. Appl. Artif. Intell.

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)
Asha Choudhary, Matej Vukovic, Belgin Mutlu, Michael Haslgrübler, Roman Kern
Interpretability of Causal Discovery in Tracking Deterioration in a Highly Dynamic Process. Sensors 24 (12) (2024)
Georgios Koutroulis, Belgin Mutlu, Roman Kern
A Causality-Inspired Approach for Anomaly Detection in a Water Treatment Testbed. Sensors 23 (1) (2023)
Georgios Koutroulis, Belgin Mutlu, Roman Kern
Constructing robust health indicators from complex engineered systems via anticausal learning. Eng. Appl. Artif. Intell. 113 (2022)
Joscha Eirich, Georgios Koutroulis, Belgin Mutlu, Dominik Jäckle, Roman Kern, Tobias Schreck, Jürgen Bernard
ManEx: The Visual Analysis of Measurements for the Assessment of Errors in Electrical Engines. IEEE Computer Graphics and Applications 42 (2) (2022)
Milot Gashi, Belgin Mutlu, Stefanie N. Lindstaedt, Stefan Thalmann
Decision support for multi-component systems: visualizing interdependencies for predictive maintenance. HICSS (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)
Belgin Mutlu, Milot Gashi, Vedran Sabol
Towards a Task-based Guidance in Exploratory Visual Analytics. HICSS (2021)
Nikolina Jekic, Belgin Mutlu, Manuela Schreyer, Steffen Neubert, Tobias Schreck
Similarity Measures for Visual Comparison and Retrieval of Test Data in Aluminum Production. VISIGRAPP (3: IVAPP) (2021)
Nikolina Jekic, Belgin Mutlu, Manuela Schreyer, Steffen Neubert, Tobias Schreck
Visual Data Analysis of Production Quality Data for Aluminum Casting. HICSS (2021)
Georgios Koutroulis, Leo Botler, Belgin Mutlu, Konrad Diwold, Kay Römer, Roman Kern
KOMPOS: Connecting Causal Knots in Large Nonlinear Time Series with Non-Parametric Regression Splines. ACM Trans. Intell. Syst. Technol. 12 (5) (2021)
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)
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)
Georg Weichhart, Alois Ferscha, Belgin Mutlu, Markus Brillinger, Konrad Diwold, Stefanie N. Lindstaedt, Tobias Schreck, Christoph Mayr-Dorn
Human/machine/roboter: technologies for cognitive processes. Elektrotech. Informationstechnik 136 (7) (2019)
Belgin Mutlu, Ilija Simic, Analía Cicchinelli, Vedran Sabol, Eduardo E. Veas
Towards a Learning Dashboard for Community Visualization. AFEL@EC-TEL (2018)
Belgin Mutlu, Eduardo E. Veas, Christoph Trattner
Tags, Titles or Q&As?: Choosing Content Descriptors for Visual Recommender Systems. HT (2017)
Belgin Mutlu, Eduardo E. Veas, Christoph Trattner
VizRec: Recommending Personalized Visualizations. ACM Trans. Interact. Intell. Syst. 6 (4) (2016)
Granit Luzhnica, Angela Fessl, Eduardo E. Veas, Belgin Mutlu, Viktoria Pammer
Designing Generic Visualisations for Activity Log Data. ARTEL@EC-TEL (2016)
Belgin Mutlu, Vedran Sabol, Heimo Gursch, Roman Kern
From Data to Visualisations and Back: Selecting Visualisations Based on Data and System Design Considerations. CoRR (2016)
Belgin Mutlu, Eduardo E. Veas, Christoph Trattner, Vedran Sabol
VizRec: A Two-Stage Recommender System for Personalized Visualizations. IUI Companion (2015)
Eduardo E. Veas, Belgin Mutlu, Cecilia di Sciascio, Gerwald Tschinkel, Vedran Sabol
Visual Recommendations for Scientific and Cultural Content. IVAPP (2015)
Belgin Mutlu, Eduardo E. Veas, Christoph Trattner, Vedran Sabol
Towards a Recommender Engine for Personalized Visualizations. UMAP (2015)
Gerwald Tschinkel, Cecilia di Sciascio, Belgin Mutlu, Vedran Sabol
The Recommendation Dashboard: A System to Visualise and Organise Recommendations. IV (2015)
Gerwald Tschinkel, Eduardo E. Veas, Belgin Mutlu, Vedran Sabol
Using Semantics for Interactive Visual Analysis of Linked Open Data. ISWC (Posters & Demos) (2014)
Patrick Höfler, Belgin Mutlu
CODE Query Wizard and Vis Wizard: Supporting Exploration and Analysis of Linked Data. ERCIM News 2014 (96) (2014)
Belgin Mutlu, Patrick Höfler, Gerwald Tschinkel, Eduardo E. Veas, Vedran Sabol, Florian Stegmaier, Michael Granitzer
Suggesting Visualisations for Published Data. IVAPP (2014)
Vedran Sabol, Gerwald Tschinkel, Eduardo E. Veas, Patrick Höfler, Belgin Mutlu, Michael Granitzer
Discovery and Visual Analysis of Linked Data for Humans. ISWC (1) (2014)
Christin Seifert, Michael Granitzer, Patrick Höfler, Belgin Mutlu, Vedran Sabol, Kai Schlegel, Sebastian Bayerl, Florian Stegmaier, Stefan Zwicklbauer, Roman Kern
Crowdsourcing Fact Extraction from Scientific Literature. CHI-KDD (2013)
Belgin Mutlu, Patrick Höfler, Vedran Sabol, Gerwald Tschinkel, Michael Granitzer
Automated Visualization Support for Linked Research Data. I-SEMANTICS (Posters & Demos) (2013)
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
Unleashing Semantics of Research Data. WBDB (2012)