Andreas Kerren

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 96

Top Venues

CoRR

IEEE Trans. Vis. Comput. Graph.

Comput. Graph. Forum

PacificVis

Saarland University, Saarbrücken, Germany (PHD)

Education History

Saarland University, Saarbrücken, Germany

PHD

Publications

Angelos Chatzimparmpas, Kostiantyn Kucher, Andreas Kerren
Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023. IEEE Computer Graphics and Applications 44 (3) (2024)
Kathrin Guckes, Marc Schäpers, Margit Pohl, Andreas Kerren, Tatiana von Landesberger
A Shape Change Enhancing Hierarchical Layout for the Pairwise Comparison of Directed Acyclic Graphs. CoRR (2024)
Nico Reski, Aris Alissandrakis, Andreas Kerren
Designing a 3D gestural interface to support user interaction with time-oriented data as immersive 3D radar charts. Virtual Real. 28 (1) (2024)
Angelos Chatzimparmpas, Kostiantyn Kucher, Andreas Kerren
Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023. CoRR (2024)
Stefan P. Feyer, Bruno Pinaud, Stephen G. Kobourov, Nicolas Brich, Michael Krone, Andreas Kerren, Michael Behrisch, Falk Schreiber, Karsten Klein
2D, 2.5D, or 3D? An Exploratory Study on Multilayer Network Visualisations in Virtual Reality. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Kostiantyn Kucher, Nellie Engström, Wilma Axelsson, Berkant Savas, Andreas Kerren
Visualization of Swedish News Articles: A Design Study. VISIGRAPP (1): GRAPP, HUCAPP, IVAPP (2024)
Ilya Ploshchik, Angelos Chatzimparmpas, Andreas Kerren
MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels. PacificVis (2023)
Kostiantyn Kucher, Andreas Kerren
Supporting University Research and Administration via Interactive Visual Exploration of Bibliographic Data. VISIGRAPP (3: IVAPP) (2023)
Nico Reski, Aris Alissandrakis, Andreas Kerren
Designing a 3D Gestural Interface to Support User Interaction with Time-Oriented Data as Immersive 3D Radar Chart. CoRR (2023)
Angelos Chatzimparmpas, Fernando Vieira Paulovich, Andreas Kerren
HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques. Comput. Graph. Forum 42 (1) (2023)
Stefan P. Feyer, Bruno Pinaud, Stephen G. Kobourov, Nicolas Brich, Michael Krone, Andreas Kerren, Michael Behrisch, Falk Schreiber, Karsten Klein
2D, 2.5D, or 3D? An Exploratory Study on Multilayer Network Visualisations in Virtual Reality. CoRR (2023)
Nico Reski, Aris Alissandrakis, Andreas Kerren
User Preferences of Spatio-Temporal Referencing Approaches For Immersive 3D Radar Charts. CoRR (2023)
Angelos Chatzimparmpas, Rafael M. Martins, Alexandru C. Telea, Andreas Kerren
DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision Stumps. CoRR (2023)
Zeyang Huang, Daniel Witschard, Kostiantyn Kucher, Andreas Kerren
VA + Embeddings STAR: A State-of-the-Art Report on the Use of Embeddings in Visual Analytics. Comput. Graph. Forum 42 (3) (2023)
Angelos Chatzimparmpas, Rafael Messias Martins, Andreas Kerren
VisRuler: Visual analytics for extracting decision rules from bagged and boosted decision trees. Inf. Vis. 22 (2) (2023)
Daniel Witschard, Ilir Jusufi, Kostiantyn Kucher, Andreas Kerren
Visually Guided Network Reconstruction Using Multiple Embeddings. PacificVis (2023)
Daniel Witschard, Ilir Jusufi, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
Interactive optimization of embedding-based text similarity calculations. Inf. Vis. 21 (4) (2022)
Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches. IEEE Trans. Vis. Comput. Graph. 28 (4) (2022)
Ilya Ploshchik, Angelos Chatzimparmpas, Andreas Kerren
MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels. CoRR (2022)
Angelos Chatzimparmpas, Vilhelm Park, Andreas Kerren
Evaluating StackGenVis with a Comparative User Study. PacificVis (2022)
Christopher Collins, Antske Fokkens, Andreas Kerren, Chris Weaver, Angelos Chatzimparmpas
Visual Text Analytics (Dagstuhl Seminar 22191). Dagstuhl Reports 12 (5) (2022)
Angelos Chatzimparmpas, Fernando V. Paulovich, Andreas Kerren
HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques. CoRR (2022)
Signe Sidwall Thygesen, Daniel Witschard, Andreas Kerren, Talha Bin Masood, Ingrid Hotz
Designing Feature Vector Representations: A case study from Chemistry. CoRR (2022)
Angelos Chatzimparmpas, Rafael Messias Martins, Ilir Jusufi, Kostiantyn Kucher, Fabrice Rossi, Andreas Kerren
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations. CoRR (2022)
Tácito Trindade de Araújo Tiburtino Neves, Rafael Messias Martins, Danilo Barbosa Coimbra, Kostiantyn Kucher, Andreas Kerren, Fernando V. Paulovich
Fast and reliable incremental dimensionality reduction for streaming data. Comput. Graph. 102 (2022)
Kostiantyn Kucher, Samir Bouchama, Achim Ebert, Andreas Kerren
Task-based Evaluation of Sentiment Visualization Techniques. VISIGRAPP (3: IVAPP) (2022)
Nico Reski, Aris Alissandrakis, Andreas Kerren
An Empirical Evaluation of Asymmetric Synchronous Collaboration Combining Immersive and Non-Immersive Interfaces Within the Context of Immersive Analytics. Frontiers Virtual Real. 2 (2021)
Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
Empirical Study: Visual Analytics for Comparing Stacking to Blending Ensemble Learning. CSCS (2021)
Daniel Witschard, Ilir Jusufi, Rafael Messias Martins, Andreas Kerren
A Statement Report on the Use of Multiple Embeddings for Visual Analytics of Multivariate Networks. VISIGRAPP (3: IVAPP) (2021)
Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization. Comput. Graph. Forum 40 (3) (2021)
Daniel Witschard, Ilir Jusufi, Andreas Kerren
SimBaTex: Similarity-based Text Exploration. EuroVis (Posters) (2021)
Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches. CoRR (2021)
Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Mateus Espadoto, Rafael Messias Martins, Andreas Kerren, Nina S. T. Hirata, Alexandru C. Telea
Toward a Quantitative Survey of Dimension Reduction Techniques. IEEE Trans. Vis. Comput. Graph. 27 (3) (2021)
Angelos Chatzimparmpas, Rafael Messias Martins, Andreas Kerren
VisRuler: Visual Analytics for Extracting Decision Rules from Bagged and Boosted Decision Trees. CoRR (2021)
Danny Weyns, Jesper Andersson, Mauro Caporuscio, Francesco Flammini, Andreas Kerren, Welf Löwe
A Research Agenda for Smarter Cyber-Physical Systems. J. Integr. Des. Process. Sci. 25 (2) (2021)
Tácito T. A. T. Neves, Rafael Messias Martins, Danilo Barbosa Coimbra, Kostiantyn Kucher, Andreas Kerren, Fernando Vieira Paulovich
Xtreaming: an incremental multidimensional projection technique and its application to streaming data. CoRR (2020)
Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization. CoRR (2020)
Angelos Chatzimparmpas, Rafael Messias Martins, Andreas Kerren
t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections. CoRR (2020)
Angelos Chatzimparmpas, Rafael Messias Martins, Andreas Kerren
t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections. IEEE Trans. Vis. Comput. Graph. 26 (8) (2020)
Joseph Kotlarek, Oh-Hyun Kwon, Kwan-Liu Ma, Peter Eades, Andreas Kerren, Karsten Klein, Falk Schreiber
A Study of Mental Maps in Immersive Network Visualization. CoRR (2020)
Angelos Chatzimparmpas, Rafael Messias Martins, Ilir Jusufi, Kostiantyn Kucher, Fabrice Rossi, Andreas Kerren
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations. Comput. Graph. Forum 39 (3) (2020)
Nico Reski, Aris Alissandrakis, Andreas Kerren
Exploration of Time-Oriented Data in Immersive Virtual Reality Using a 3D Radar Chart Approach. NordiCHI (2020)
Joseph Kotlarek, Oh-Hyun Kwon, Kwan-Liu Ma, Peter Eades, Andreas Kerren, Karsten Klein, Falk Schreiber
A Study of Mental Maps in Immersive Network Visualization. PacificVis (2020)
Karsten Klein, Yi-Na Li, Andreas Kerren
Editorial for Visual Information Communication and Interaction (VINCI 2018). J. Comput. Lang. 58 (2020)
Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics. CoRR (2020)
Nico Reski, Aris Alissandrakis, Jukka Tyrkkö, Andreas Kerren
"Oh, that's where you are!" - Towards a Hybrid Asymmetric Collaborative Immersive Analytics System. NordiCHI (2020)
Angelos Chatzimparmpas, Rafael Messias Martins, Ilir Jusufi, Andreas Kerren
A survey of surveys on the use of visualization for interpreting machine learning models. Inf. Vis. 19 (3) (2020)
Iosif Mporas, Vasiliki Simaki, Carita Paradis, Andreas Kerren, Michael Paraskevas
Editorial. Int. J. Artif. Intell. Tools 29 (2) (2020)
Kostiantyn Kucher, Rafael Messias Martins, Carita Paradis, Andreas Kerren
StanceVis Prime: visual analysis of sentiment and stance in social media texts. J. Vis. 23 (6) (2020)
Therese C. Biedl, Andreas Kerren
Guest Editors' Foreword. J. Graph Algorithms Appl. 23 (3) (2019)
Maria Skeppstedt, Andreas Kerren, Manfred Stede
Finding Reasons for Vaccination Hesitancy: Evaluating Semi-Automatic Coding of Internet Discussion Forums. MedInfo (2019)
Kostiantyn Kucher, Andreas Kerren
Text Visualization Revisited: The State of the Field in 2019. EuroVis (Posters) (2019)
Maria Skeppstedt, Rafal Rzepka, Kenji Araki, Andreas Kerren
Visualising and evaluating the effects of combining active learning with word embedding features. KONVENS (2019)
Maria Skeppstedt, Magnus Ahltorp, Kostiantyn Kucher, Andreas Kerren, Rafal Rzepka, Kenji Araki
Topic modelling applied to a second language: A language adaptation and tool evaluation study. CLARIN Annual Conference (2019)
Angelos Chatzimparmpas, Stamatia Bibi, Ioannis Zozas, Andreas Kerren
Analyzing the Evolution of Javascript Applications. ENASE (2019)
Vasiliki Simaki, Panagiotis Simakis, Carita Paradis, Andreas Kerren
Detection of Stance-Related Characteristics in Social Media Text. SETN (2018)
Kostiantyn Kucher, Carita Paradis, Andreas Kerren
The State of the Art in Sentiment Visualization. Comput. Graph. Forum 37 (1) (2018)
Maria Ulan, Sebastian Hönel, Rafael Messias Martins, Morgan Ericsson, Welf Löwe, Anna Wingkvist, Andreas Kerren
Quality Models Inside Out: Interactive Visualization of Software Metrics by Means of Joint Probabilities. VISSOFT (2018)
Alexandru C. Telea, Andreas Kerren
Special Issue on Selected Papers from IVAPP 2018. Inf. 9 (7) (2018)
Kostiantyn Kucher, Maria Skeppstedt, Andreas Kerren
Application of Interactive Computer-Assisted Argument Extraction to Opinionated Social Media Texts. VINCI (2018)
Kostiantyn Kucher, Carita Paradis, Andreas Kerren
Visual Analysis of Sentiment and Stance in Social Media Texts. EuroVis (Posters) (2018)
Kostiantyn Kucher, Rafael Messias Martins, Andreas Kerren
Analysis of VINCI 2009-2017 Proceedings. VINCI (2018)
Rafael Messias Martins, Andreas Kerren
Efficient Dynamic Time Warping for Big Data Streams. IEEE BigData (2018)
Andreas Kerren
Special issue on VINCI 2016 best papers. J. Vis. Lang. Comput. 48 (2018)
Maria Skeppstedt, Manfred Stede, Andreas Kerren
Stance-Taking in Topics Extracted from Vaccine-Related Tweets and Discussion Forum Posts. SMM4H@EMNLP (2018)
Maria Skeppstedt, Andreas Kerren, Manfred Stede
Vaccine Hesitancy in Discussion Forums: Computer-Assisted Argument Mining with Topic Models. MIE (2018)
Therese C. Biedl, Andreas Kerren
Proceedings of the 26th International Symposium on Graph Drawing and Network Visualization (GD 2018). CoRR (2018)
Kostiantyn Kucher, Carita Paradis, Andreas Kerren
DoSVis: Document Stance Visualization. VISIGRAPP (3: IVAPP) (2018)
Rafael Messias Martins, Johannes F. Kruiger, Rosane Minghim, Alexandru C. Telea, Andreas Kerren
MVN-Reduce: Dimensionality Reduction for the Visual Analysis of Multivariate Networks. EuroVis (Short Papers) (2017)
Vasiliki Simaki, Panagiotis Simakis, Carita Paradis, Andreas Kerren
Identifying the Authors' National Variety of English in Social Media Texts. RANLP (2017)
Andreas Kerren, Kostiantyn Kucher, Yuan-Fang Li, Falk Schreiber
MDS-based Visual Survey of Biological Data Visualization Techniques. EuroVis (Posters) (2017)
Maria Skeppstedt, Vasiliki Simaki, Carita Paradis, Andreas Kerren
Detection of Stance and Sentiment Modifiers in Political Blogs. SPECOM (2017)
Björn Zimmer, Magnus Sahlgren, Andreas Kerren
Visual Analysis of Relationships between Heterogeneous Networks and Texts: An Application on the IEEE VIS Publication Dataset. Informatics 4 (2) (2017)
Maria Skeppstedt, Andreas Kerren, Manfred Stede
Automatic detection of stance towards vaccination in online discussion forums. DDDSM@IJCNLP (2017)
Johannes F. Kruiger, Paulo E. Rauber, Rafael Messias Martins, Andreas Kerren, Stephen G. Kobourov, Alexandru C. Telea
Graph Layouts by t-SNE. Comput. Graph. Forum 36 (3) (2017)
Björn Zimmer, Andreas Kerren
OnGraX: A Web-Based System for the Collaborative Visual Analysis of Graphs. J. Graph Algorithms Appl. 21 (1) (2017)
Kostiantyn Kucher, Carita Paradis, Magnus Sahlgren, Andreas Kerren
Active Learning and Visual Analytics for Stance Classification with ALVA. ACM Trans. Interact. Intell. Syst. 7 (3) (2017)
Vasiliki Simaki, Carita Paradis, Andreas Kerren
Stance Classification in Texts from Blogs on the 2016 British Referendum. SPECOM (2017)
Maria Skeppstedt, Carita Paradis, Andreas Kerren
PAL, a tool for Pre-annotation and Active Learning. J. Lang. Technol. Comput. Linguistics 31 (1) (2016)
Tatiana von Landesberger, Felix Brodkorb, Philipp Roskosch, Natalia V. Andrienko, Gennady L. Andrienko, Andreas Kerren
MobilityGraphs: Visual Analysis of Mass Mobility Dynamics via Spatio-Temporal Graphs and Clustering. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Maria Skeppstedt, Carita Paradis, Andreas Kerren
Marker Words for Negation and Speculation in Health Records and Consumer Reviews. SMBM (2016)
Maria Skeppstedt, Magnus Sahlgren, Carita Paradis, Andreas Kerren
Active learning for detection of stance components. PEOPLES@COLING (2016)
Kostiantyn Kucher, Daniel Cernea, Andreas Kerren
Visualizing Excitement of Individuals and Groups. EmoVis@IUI (2016)
Kostiantyn Kucher, Teri Schamp-Bjerede, Andreas Kerren, Carita Paradis, Magnus Sahlgren
Visual analysis of online social media to open up the investigation of stance phenomena. Inf. Vis. 15 (2) (2016)
Maria Skeppstedt, Magnus Sahlgren, Carita Paradis, Andreas Kerren
Unshared task: (Dis)agreement in online debates. ArgMining@ACL (2016)
Kostiantyn Kucher, Andreas Kerren, Carita Paradis, Magnus Sahlgren
Visual Analysis of Text Annotations for Stance Classification with ALVA. EuroVis (Posters) (2016)
Andreas Kerren, Daniel Cernea, Margit Pohl
Workshop on Emotion and Visualization: EmoVis 2016. IUI Companion (2016)
Björn Zimmer, Andreas Kerren
Harnessing WebGL and WebSockets for a Web-Based Collaborative Graph Exploration Tool. ICWE (2015)
Daniel Cernea, Christopher Weber, Achim Ebert, Andreas Kerren
Emotion-prints: interaction-driven emotion visualization on multi-touch interfaces. Visualization and Data Analysis (2015)
Björn Zimmer, Andreas Kerren
Displaying User Behavior in the Collaborative Graph Visualization System OnGraX. Graph Drawing (2015)
Maria Skeppstedt, Teri Schamp-Bjerede, Magnus Sahlgren, Carita Paradis, Andreas Kerren
Detecting speculations, contrasts and conditionals in consumer reviews. WASSA@EMNLP (2015)
Kostiantyn Kucher, Andreas Kerren
Text visualization techniques: Taxonomy, visual survey, and community insights. PacificVis (2015)
Alyaa Alfalahi, Maria Skeppstedt, Rickard Ahlbom, Roza Baskalayci, Aron Henriksson, Lars Asker, Carita Paradis, Andreas Kerren
Expanding a dictionary of marker words for uncertainty and negation using distributional semantics. Louhi@EMNLP (2015)
Rita Borgo, Bongshin Lee, Benjamin Bach, Sara Irina Fabrikant, Radu Jianu, Andreas Kerren, Stephen G. Kobourov, Fintan McGee, Luana Micallef, Tatiana von Landesberger, Kathrin Ballweg, Stephan Diehl, Paolo Simonetto, Michelle X. Zhou
Crowdsourcing for Information Visualization: Promises and Pitfalls. Crowdsourcing and Human-Centered Experiments (2015)
Daniel Cernea, Andreas Kerren
A survey of technologies on the rise for emotion-enhanced interaction. J. Vis. Lang. Comput. 31 (2015)
Ilir Jusufi, Andreas Kerren, Jiayi Liu, Björn Zimmer
Visual Exploration of Relationships between Document Clusters. IVAPP (2014)
Andreas Kerren, Ilir Jusufi, Jiayi Liu
Multi-Scale Trend Visualization of Long-Term Temperature Data Sets. SIGRAD (2014)
Afshin Rahimi, Magnus Sahlgren, Andreas Kerren, Carita Paradis
STAVICTA Group Report for RepLab 2014 Reputation Dimension Task. CLEF (Working Notes) (2014)
Kostiantyn Kucher, Andreas Kerren, Carita Paradis, Magnus Sahlgren
Visual analysis of stance markers in online social media. IEEE VAST (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andreas Kerren