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Belgin Mutlu

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2020 – today

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2024
[j10]
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Patrick Louis, Lena Cibulski, Josef Suschnigg, Edmund Marth, Hubert Mitterhofer, Jörn Kohlhammer, Tobias Schreck, Belgin Mutlu:
Visual Exploration and Analysis of Simulation and Testing Data in Motor Engineering. IEEE Computer Graphics and Applications 44(4): 113-125 (2024)
[j9]
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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: 108099 (2024)
[j8]
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  - journals/sensors/ChoudharyVMHK24
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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): 3728 (2024)
[c20]
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Patrick Louis, Belgin Mutlu, Josef Suschnigg, Tobias Schreck:
Visual Analysis of Cyclic Time Series with Semantic Zoom. IV 2024: 1-6
2023
[j7]
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Georgios Koutroulis, Belgin Mutlu, Roman Kern:
A Causality-Inspired Approach for Anomaly Detection in a Water Treatment Testbed. Sensors 23(1): 257 (2023)
2022
[j6]
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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): 68-80 (2022)
[j5]
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Georgios Koutroulis, Belgin Mutlu, Roman Kern:
Constructing robust health indicators from complex engineered systems via anticausal learning. Eng. Appl. Artif. Intell. 113: 104926 (2022)
[c19]
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  - conf/hicss/GashiMLT22
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Milot Gashi, Belgin Mutlu, Stefanie N. Lindstaedt, Stefan Thalmann:
Decision support for multi-component systems: visualizing interdependencies for predictive maintenance. HICSS 2022: 1-10
[p1]
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Tobias Schreck, Belgin Mutlu, Marc Streit:
Visual Data Science for Industrial Applications. Digital Transformation 2022: 447-471
2021
[j4]
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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: 100251 (2021)
[j3]
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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): 66:1-66:27 (2021)
[c18]
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Nikolina Jekic, Belgin Mutlu, Manuela Schreyer, Steffen Neubert, Tobias Schreck:
Visual Data Analysis of Production Quality Data for Aluminum Casting. HICSS 2021: 1-9
[c17]
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Belgin Mutlu, Milot Gashi, Vedran Sabol:
Towards a Task-based Guidance in Exploratory Visual Analytics. HICSS 2021: 1-9
[c16]
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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: 210-218
2020
[c15]
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  - conf/edbt/SuschniggMFSTS20
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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

2010 – 2019

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2019
[j2]
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  - journals/ei/WeichhartFMBDLS19
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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): 313-317 (2019)
[c14]
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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: 49-51
2018
[c13]
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Belgin Mutlu, Ilija Simic, Analía Cicchinelli, Vedran Sabol, Eduardo E. Veas:
Towards a Learning Dashboard for Community Visualization. AFEL@EC-TEL 2018
2017
[c12]
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  - conf/ht/MutluVT17
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Belgin Mutlu, Eduardo E. Veas, Christoph Trattner:
Tags, Titles or Q&As?: Choosing Content Descriptors for Visual Recommender Systems. HT 2017: 265-274
2016
[j1]
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  - journals/tiis/MutluVT16
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Belgin Mutlu, Eduardo E. Veas, Christoph Trattner:
VizRec: Recommending Personalized Visualizations. ACM Trans. Interact. Intell. Syst. 6(4): 31:1-31:39 (2016)
[c11]
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  - conf/ectel/LuzhnicaFVMP16
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Granit Luzhnica, Angela Fessl, Eduardo E. Veas, Belgin Mutlu, Viktoria Pammer:
Designing Generic Visualisations for Activity Log Data. ARTEL@EC-TEL 2016: 11-25
[i2]
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Belgin Mutlu, Vedran Sabol, Heimo Gursch, Roman Kern:
From Data to Visualisations and Back: Selecting Visualisations Based on Data and System Design Considerations. CoRR abs/1609.05641 (2016)
2015
[c10]
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Eduardo E. Veas, Belgin Mutlu, Cecilia di Sciascio, Gerwald Tschinkel, Vedran Sabol:
Visual Recommendations for Scientific and Cultural Content. IVAPP 2015: 256-261
[c9]
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  - conf/iui/MutluVTS15
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Belgin Mutlu, Eduardo E. Veas, Christoph Trattner, Vedran Sabol:
VizRec: A Two-Stage Recommender System for Personalized Visualizations. IUI Companion 2015: 49-52
[c8]
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  - conf/iv/TschinkelSMS15
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Gerwald Tschinkel, Cecilia di Sciascio, Belgin Mutlu, Vedran Sabol:
The Recommendation Dashboard: A System to Visualise and Organise Recommendations. IV 2015: 241-244
[c7]
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  - conf/um/MutluVTS15
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Belgin Mutlu, Eduardo E. Veas, Christoph Trattner, Vedran Sabol:
Towards a Recommender Engine for Personalized Visualizations. UMAP 2015: 169-182
2014
[c6]
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Belgin Mutlu, Patrick Höfler, Gerwald Tschinkel, Eduardo E. Veas, Vedran Sabol, Florian Stegmaier, Michael Granitzer:
Suggesting Visualisations for Published Data. IVAPP 2014: 267-275
[c5]
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Gerwald Tschinkel, Eduardo E. Veas, Belgin Mutlu, Vedran Sabol:
Using Semantics for Interactive Visual Analysis of Linked Open Data. ISWC (Posters & Demos) 2014: 133-136
[c4]
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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: 309-324
[i1]
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  - journals/ercim/HoeflerM14
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Patrick Höfler, Belgin Mutlu:
CODE Query Wizard and Vis Wizard: Supporting Exploration and Analysis of Linked Data. ERCIM News 2014(96) (2014)
2013
[c3]
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  - conf/i-semantics/MutluHSTG13
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Belgin Mutlu, Patrick Höfler, Vedran Sabol, Gerwald Tschinkel, Michael Granitzer:
Automated Visualization Support for Linked Research Data. I-SEMANTICS (Posters & Demos) 2013: 40-44
[c2]
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  - conf/southchi/SeifertGHMSSBSZK13
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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: 160-172
2012
[c1]
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  - conf/wbdb/StegmaierSKHBGKLMSSZ12
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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: 103-112

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