Belgin Mutlu

According to our database, Belgin Mutlu authored at least 33 papers between 2012 and 2024.

Collaborative distances:

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

2024

Interpretability of Causal Discovery in Tracking Deterioration in a Highly Dynamic Process.

Asha Choudhary, Matej Vukovic, Belgin Mutlu, Michael Haslgrübler, Roman Kern

Sensors, June, 2024

Local machine learning model-based multi-objective optimization for managing system interdependencies in production: A case study from the ironmaking industry.

Matej Vukovic, Georgios Koutroulis, Belgin Mutlu, Petra Krahwinkler, Stefan Thalmann

Eng. Appl. Artif. Intell., 2024

Visual Exploration and Analysis of Simulation and Testing Data in Motor Engineering.

Patrick Louis, Lena Cibulski, Josef Suschnigg, Edmund Marth, Hubert Mitterhofer, Jörn Kohlhammer, Tobias Schreck, Belgin Mutlu

IEEE Computer Graphics and Applications, 2024

Visual Analysis of Cyclic Time Series with Semantic Zoom.

Patrick Louis, Belgin Mutlu, Josef Suschnigg, Tobias Schreck

Proceedings of the 28th International Conference Information Visualisation, 2024

2023

A Causality-Inspired Approach for Anomaly Detection in a Water Treatment Testbed.

Georgios Koutroulis, Belgin Mutlu, Roman Kern

Sensors, 2023

2022

Constructing robust health indicators from complex engineered systems via anticausal learning.

Georgios Koutroulis, Belgin Mutlu, Roman Kern

Eng. Appl. Artif. Intell., 2022

ManEx: The Visual Analysis of Measurements for the Assessment of Errors in Electrical Engines.

Joscha Eirich, Georgios Koutroulis, Belgin Mutlu, Dominik Jäckle, Roman Kern, Tobias Schreck, Jürgen Bernard

IEEE Computer Graphics and Applications, 2022

Decision support for multi-component systems: visualizing interdependencies for predictive maintenance.

Milot Gashi, Belgin Mutlu, Stefanie N. Lindstaedt, Stefan Thalmann

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Visual Data Science for Industrial Applications.

Tobias Schreck, Belgin Mutlu, Marc Streit

Proceedings of the Digital Transformation, 2022

2021

KOMPOS: Connecting Causal Knots in Large Nonlinear Time Series with Non-Parametric Regression Splines.

Georgios Koutroulis, Leo Botler, Belgin Mutlu, Konrad Diwold, Kay Römer, Roman Kern

ACM Trans. Intell. Syst. Technol., 2021

Visual Exploration of Anomalies in Cyclic Time Series Data with Matrix and Glyph Representations.

Josef Suschnigg, Belgin Mutlu, Georgios Koutroulis, Vedran Sabol, Stefan Thalmann, Tobias Schreck

Big Data Res., 2021

Similarity Measures for Visual Comparison and Retrieval of Test Data in Aluminum Production.

Nikolina Jekic, Belgin Mutlu, Manuela Schreyer, Steffen Neubert, Tobias Schreck

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Towards a Task-based Guidance in Exploratory Visual Analytics.

Belgin Mutlu, Milot Gashi, Vedran Sabol

Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

Visual Data Analysis of Production Quality Data for Aluminum Casting.

Nikolina Jekic, Belgin Mutlu, Manuela Schreyer, Steffen Neubert, Tobias Schreck

Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

2020

Exploration of Anomalies in Cyclic Multivariate Industrial Time Series Data for Condition Monitoring.

Josef Suschnigg, Belgin Mutlu, Anna Katharina Fuchs, Vedran Sabol, Stefan Thalmann, Tobias Schreck

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

2019

Human/machine/roboter: technologies for cognitive processes.

Georg Weichhart, Alois Ferscha, Belgin Mutlu, Markus Brillinger, Konrad Diwold, Stefanie N. Lindstaedt, Tobias Schreck, Christoph Mayr-Dorn

Elektrotech. Informationstechnik, 2019

Visual Analysis of Aluminum Production Data with Tightly Linked Views.

Nikolina Jekic, Belgin Mutlu, Mario Faschang, Steffen Neubert, Stefan Thalmann, Tobias Schreck

Proceedings of the 21st Eurographics Conference on Visualization, 2019

2018

Towards a Learning Dashboard for Community Visualization.

Belgin Mutlu, Ilija Simic, Analía Cicchinelli, Vedran Sabol, Eduardo E. Veas

Proceedings of the 1st Workshop on Analytics for Everyday Learning co-located with 13th European Conference on Technology Enhanced Learning (EC-TEL 2018), 2018

2017

Tags, Titles or Q&As?: Choosing Content Descriptors for Visual Recommender Systems.

Belgin Mutlu, Eduardo E. Veas, Christoph Trattner

Proceedings of the 28th ACM Conference on Hypertext and Social Media, 2017

2016

VizRec: Recommending Personalized Visualizations.

Belgin Mutlu, Eduardo E. Veas, Christoph Trattner

ACM Trans. Interact. Intell. Syst., 2016

From Data to Visualisations and Back: Selecting Visualisations Based on Data and System Design Considerations.

Belgin Mutlu, Vedran Sabol, Heimo Gursch, Roman Kern

CoRR, 2016

Designing Generic Visualisations for Activity Log Data.

Granit Luzhnica, Angela Fessl, Eduardo E. Veas, Belgin Mutlu, Viktoria Pammer

Proceedings of the 6th Workshop on Awareness and Reflection in Technology Enhanced Learning In conjunction with the 11th European Conference on Technology Enhanced Learning: Adaptive and Adaptable Learning (EC-TEL 2016), 2016

2015

Towards a Recommender Engine for Personalized Visualizations.

Belgin Mutlu, Eduardo E. Veas, Christoph Trattner, Vedran Sabol

Proceedings of the User Modeling, Adaptation and Personalization, 2015

The Recommendation Dashboard: A System to Visualise and Organise Recommendations.

Gerwald Tschinkel, Cecilia di Sciascio, Belgin Mutlu, Vedran Sabol

Proceedings of the 19th International Conference on Information Visualisation, 2015

VizRec: A Two-Stage Recommender System for Personalized Visualizations.

Belgin Mutlu, Eduardo E. Veas, Christoph Trattner, Vedran Sabol

Proceedings of the 20th International Conference on Intelligent User Interfaces Companion, 2015

Visual Recommendations for Scientific and Cultural Content.

Eduardo E. Veas, Belgin Mutlu, Cecilia di Sciascio, Gerwald Tschinkel, Vedran Sabol

Proceedings of the IVAPP 2015, 2015

2014

CODE Query Wizard and Vis Wizard: Supporting Exploration and Analysis of Linked Data.

Patrick Höfler, Belgin Mutlu

ERCIM News, 2014

Using Semantics for Interactive Visual Analysis of Linked Open Data.

Gerwald Tschinkel, Eduardo E. Veas, Belgin Mutlu, Vedran Sabol

Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

Discovery and Visual Analysis of Linked Data for Humans.

Vedran Sabol, Gerwald Tschinkel, Eduardo E. Veas, Patrick Höfler, Belgin Mutlu, Michael Granitzer

Proceedings of the Semantic Web - ISWC 2014, 2014

Suggesting Visualisations for Published Data.

Belgin Mutlu, Patrick Höfler, Gerwald Tschinkel, Eduardo E. Veas, Vedran Sabol, Florian Stegmaier, Michael Granitzer

Proceedings of the 5th International Conference on Information Visualization Theory and Applications, 2014

2013

Crowdsourcing Fact Extraction from Scientific Literature.

Christin Seifert, Michael Granitzer, Patrick Höfler, Belgin Mutlu, Vedran Sabol, Kai Schlegel, Sebastian Bayerl, Florian Stegmaier, Stefan Zwicklbauer, Roman Kern

Proceedings of the Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data, 2013

Automated Visualization Support for Linked Research Data.

Belgin Mutlu, Patrick Höfler, Vedran Sabol, Gerwald Tschinkel, Michael Granitzer

Proceedings of the I-SEMANTICS 2013 Posters & Demonstrations Track, 2013

2012

Unleashing Semantics of Research Data.

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

Proceedings of the Specifying Big Data Benchmarks, 2012