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ORCIDAndreas Kerren
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- affiliation: Linköping University, Sweden
- affiliation: Linnaeus University, Växjö, Sweden
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2020 – today
- 2024
[j49]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): 99-113 (2024)- [j48]Angelos Chatzimparmpas, Rafeal M. Martins, Alexandru C. Telea, Andreas Kerren:
DeforestVis: Behaviour Analysis of Machine Learning Models with Surrogate Decision Stumps. Comput. Graph. Forum 43(6) (2024) - [j47]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): 469-479 (2024) - [j46]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): 30 (2024) - [c88]Kostiantyn Kucher, Nellie Engström, Wilma Axelsson, Berkant Savas, Andreas Kerren:
Visualization of Swedish News Articles: A Design Study. VISIGRAPP (1): GRAPP, HUCAPP, IVAPP 2024: 670-677 - [i27]Angelos Chatzimparmpas, Kostiantyn Kucher, Andreas Kerren:
Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023. CoRR abs/2403.12005 (2024) - [i26]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 abs/2406.05560 (2024) - [i25]Daniel Witschard, Ilir Jusufi, Andreas Kerren:
Simbanex: Similarity-based Exploration of IEEE VIS Publications. CoRR abs/2409.00478 (2024) - [i24]Takanori Fujiwara, Kostiantyn Kucher, Junpeng Wang, Rafael Messias Martins, Andreas Kerren, Anders Ynnerman:
Adversarial Attacks on Machine Learning-Aided Visualizations. CoRR abs/2409.02485 (2024) - 2023
- [j45]Angelos Chatzimparmpas, Fernando Vieira Paulovich, Andreas Kerren:
HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques. Comput. Graph. Forum 42(1): 135-154 (2023) - [j44]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): 539-571 (2023) - [j43]Angelos Chatzimparmpas, Rafael Messias Martins, Andreas Kerren:
VisRuler: Visual analytics for extracting decision rules from bagged and boosted decision trees. Inf. Vis. 22(2): 115-139 (2023) - [c87]Kostiantyn Kucher, Andreas Kerren:
Supporting University Research and Administration via Interactive Visual Exploration of Bibliographic Data. VISIGRAPP (3: IVAPP) 2023: 248-255 - [c86]Ilya Ploshchik, Angelos Chatzimparmpas, Andreas Kerren:
MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels. PacificVis 2023: 207-211 - [c85]Daniel Witschard, Ilir Jusufi, Kostiantyn Kucher, Andreas Kerren:
Visually Guided Network Reconstruction Using Multiple Embeddings. PacificVis 2023: 212-216 - [d2]Stefan P. Feyer, Bruno Pinaud, Stephen G. Kobourov, Nicolas Brich, Michael Krone, Andreas Kerren, Falk Schreiber, Karsten Klein:
Supplemental Material: "2D, 2.5D, or 3D? An Exploratory Study on Multilayer Network Visualizations in Virtual Reality". DaRUS, 2023
- [i23]Nico Reski, Aris Alissandrakis, Andreas Kerren:
User Preferences of Spatio-Temporal Referencing Approaches For Immersive 3D Radar Charts. CoRR abs/2303.07899 (2023) - [i22]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 abs/2303.07995 (2023) - [i21]Angelos Chatzimparmpas, Rafael Messias Martins, Alexandru C. Telea, Andreas Kerren:
DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision Stumps. CoRR abs/2304.00133 (2023) - [i20]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 abs/2307.10674 (2023) - 2022
- [j42]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: 233-244 (2022) - [j41]Daniel Witschard, Ilir Jusufi, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren:
Interactive optimization of embedding-based text similarity calculations. Inf. Vis. 21(4): 335-353 (2022) - [j40]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): 1773-1791 (2022) - [c84]Angelos Chatzimparmpas, Vilhelm Park, Andreas Kerren:
Evaluating StackGenVis with a Comparative User Study. PacificVis 2022: 161-165 - [c83]Kostiantyn Kucher, Samir Bouchama, Achim Ebert, Andreas Kerren:
Task-based Evaluation of Sentiment Visualization Techniques. VISIGRAPP (3: IVAPP) 2022: 187-194 - [e26]Kadi Bouatouch, A. Augusto de Sousa, Manuela Chessa, Alexis Paljic, Andreas Kerren, Christophe Hurter, Giovanni Maria Farinella, Petia Radeva, José Braz:
Computer Vision, Imaging and Computer Graphics Theory and Applications - 15th International Joint Conference, VISIGRAPP 2020 Valletta, Malta, February 27-29, 2020, Revised Selected Papers. Communications in Computer and Information Science 1474, Springer 2022, ISBN 978-3-030-94892-4 [contents] - [i19]Angelos Chatzimparmpas, Fernando V. Paulovich, Andreas Kerren:
HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques. CoRR abs/2203.15753 (2022) - [i18]Ilya Ploshchik, Angelos Chatzimparmpas, Andreas Kerren:
MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels. CoRR abs/2212.03539 (2022) - [i17]Signe Sidwall Thygesen, Daniel Witschard, Andreas Kerren, Talha Bin Masood, Ingrid Hotz:
Designing Feature Vector Representations: A case study from Chemistry. CoRR abs/2212.03731 (2022) - [i16]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 abs/2212.11737 (2022) - [i15]Christopher Collins, Antske Fokkens, Andreas Kerren, Chris Weaver, Angelos Chatzimparmpas:
Visual Text Analytics (Dagstuhl Seminar 22191). Dagstuhl Reports 12(5): 37-91 (2022) - 2021
- [b2]Fintan McGee, Benjamin Renoust, Daniel Archambault, Mohammad Ghoniem, Andreas Kerren, Bruno Pinaud, Margit Pohl, Benoît Otjacques, Guy Melançon, Tatiana von Landesberger:
Visual Analysis of Multilayer Networks. Synthesis Lectures on Visualization, Morgan & Claypool Publishers 2021, ISBN 978-3-031-01480-2, pp. 1-150 - [j39]Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren:
VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization. Comput. Graph. Forum 40(3): 201-214 (2021) - [j38]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: 743445 (2021) - [j37]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): 27-47 (2021) - [j36]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): 1547-1557 (2021) - [j35]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): 2153-2173 (2021) - [c82]Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren:
Empirical Study: Visual Analytics for Comparing Stacking to Blending Ensemble Learning. CSCS 2021: 1-8 - [c81]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: 219-223 - [c80]Daniel Witschard, Ilir Jusufi, Andreas Kerren:
SimBaTex: Similarity-based Text Exploration. EuroVis (Posters) 2021: 5-7 - [e25]Marco Agus, Christoph Garth, Andreas Kerren:
21st Eurographics Conference on Visualization, EuroVis 2019 - Short Papers, Porto, Portugal, June 14-18, 2021. Eurographics Association 2021, ISBN 978-3-03868-143-4 [contents] - [i14]Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren:
FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches. CoRR abs/2103.14539 (2021) - [i13]Angelos Chatzimparmpas, Rafael Messias Martins, Andreas Kerren:
VisRuler: Visual Analytics for Extracting Decision Rules from Bagged and Boosted Decision Trees. CoRR abs/2112.00334 (2021) - 2020
- [j34]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): 713-756 (2020) - [j33]Iosif Mporas, Vasiliki Simaki, Carita Paradis, Andreas Kerren, Michael Paraskevas:
Editorial. Int. J. Artif. Intell. Tools 29(2): 2002001:1-2002001:2 (2020) - [j32]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): 207-233 (2020) - [j31]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): 1015-1034 (2020) - [j30]Angelos Chatzimparmpas, Rafael Messias Martins, Andreas Kerren:
t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections. IEEE Trans. Vis. Comput. Graph. 26(8): 2696-2714 (2020) - [j29]Karsten Klein, Yi-Na Li, Andreas Kerren:
Editorial for Visual Information Communication and Interaction (VINCI 2018). J. Comput. Lang. 58: 100969 (2020) - [c79]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: 1-10 - [c78]Nico Reski, Aris Alissandrakis, Jukka Tyrkkö, Andreas Kerren:
"Oh, that's where you are!" - Towards a Hybrid Asymmetric Collaborative Immersive Analytics System. NordiCHI 2020: 5:1-5:12 - [c77]Nico Reski, Aris Alissandrakis, Andreas Kerren:
Exploration of Time-Oriented Data in Immersive Virtual Reality Using a 3D Radar Chart Approach. NordiCHI 2020: 33:1-33:11 - [e24]Ana Paula Cláudio, Kadi Bouatouch, Manuela Chessa, Alexis Paljic, Andreas Kerren, Christophe Hurter, Alain Trémeau, Giovanni Maria Farinella:
Computer Vision, Imaging and Computer Graphics Theory and Applications - 14th International Joint Conference, VISIGRAPP 2019, Prague, Czech Republic, February 25-27, 2019, Revised Selected Papers. Communications in Computer and Information Science 1182, Springer 2020, ISBN 978-3-030-41589-1 [contents] - [e23]Andreas Kerren, Christophe Hurter, José Braz:
Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2020, Volume 3: IVAPP, Valletta, Malta, February 27-29, 2020. SCITEPRESS 2020, ISBN 978-989-758-402-2 [contents] - [e22]Andreas Kerren, Christoph Garth, G. Elisabeta Marai:
22nd Eurographics Conference on Visualization, EuroVis 2020 - Short Papers, Norrköping, Sweden, May 25-29, 2020 [online only]. Eurographics Association 2020, ISBN 978-3-03868-106-9 [contents] - [i12]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 abs/2001.06462 (2020) - [i11]Angelos Chatzimparmpas, Rafael Messias Martins, Andreas Kerren:
t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections. CoRR abs/2002.06910 (2020) - [i10]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 abs/2003.09017 (2020) - [i9]Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren:
StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics. CoRR abs/2005.01575 (2020) - [i8]Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren:
VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization. CoRR abs/2012.01205 (2020)
2010 – 2019
- 2019
- [j28]Therese Biedl, Andreas Kerren:
Guest Editors' Foreword. J. Graph Algorithms Appl. 23(3): 459-461 (2019) - [c76]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: 145-156 - [c75]Angelos Chatzimparmpas, Stamatia Bibi, Ioannis Zozas, Andreas Kerren:
Analyzing the Evolution of Javascript Applications. ENASE 2019: 359-366 - [c74]Maria Skeppstedt, Rafal Rzepka, Kenji Araki, Andreas Kerren:
Visualising and evaluating the effects of combining active learning with word embedding features. KONVENS 2019 - [c73]Maria Skeppstedt, Andreas Kerren, Manfred Stede:
Finding Reasons for Vaccination Hesitancy: Evaluating Semi-Automatic Coding of Internet Discussion Forums. MedInfo 2019: 348-352 - [c72]Kostiantyn Kucher, Andreas Kerren:
Text Visualization Revisited: The State of the Field in 2019. EuroVis (Posters) 2019: 29-31 - [e21]Dominique Bechmann, Manuela Chessa, Ana Paula Cláudio, Francisco H. Imai, Andreas Kerren, Paul Richard, Alexandru C. Telea, Alain Trémeau:
Computer Vision, Imaging and Computer Graphics Theory and Applications - 13th International Joint Conference, VISIGRAPP 2018, Funchal, Madeira, Portugal, January 27-29, 2018, Revised Selected Papers. Communications in Computer and Information Science 997, Springer 2019, ISBN 978-3-030-26755-1 [contents] - [e20]Andreas Kerren, Christophe Hurter, José Braz:
Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2019, Volume 3: IVAPP, Prague, Czech Republic, February 25-27, 2019. SciTePress 2019, ISBN 978-989-758-354-4 [contents] - 2018
- [j27]Kostiantyn Kucher, Carita Paradis, Andreas Kerren:
The State of the Art in Sentiment Visualization. Comput. Graph. Forum 37(1): 71-96 (2018) - [j26]Alexandru C. Telea, Andreas Kerren:
Special Issue on Selected Papers from IVAPP 2018. Inf. 9(7): 171 (2018) - [j25]Andreas Kerren:
Special issue on VINCI 2016 best papers. J. Vis. Lang. Comput. 48: 9 (2018) - [c71]Rafael Messias Martins, Andreas Kerren:
Efficient Dynamic Time Warping for Big Data Streams. IEEE BigData 2018: 2924-2929 - [c70]Kostiantyn Kucher, Carita Paradis, Andreas Kerren:
DoSVis: Document Stance Visualization. VISIGRAPP (3: IVAPP) 2018: 168-175 - [c69]Maria Skeppstedt, Andreas Kerren, Manfred Stede:
Vaccine Hesitancy in Discussion Forums: Computer-Assisted Argument Mining with Topic Models. MIE 2018: 366-370 - [c68]Vasiliki Simaki, Panagiotis Simakis, Carita Paradis, Andreas Kerren:
Detection of Stance-Related Characteristics in Social Media Text. SETN 2018: 38:1-38:7 - [c67]Maria Skeppstedt, Manfred Stede, Andreas Kerren:
Stance-Taking in Topics Extracted from Vaccine-Related Tweets and Discussion Forum Posts. SMM4H@EMNLP 2018: 5-8 - [c66]Kostiantyn Kucher, Rafael Messias Martins, Andreas Kerren:
Analysis of VINCI 2009-2017 Proceedings. VINCI 2018: 97-101 - [c65]Kostiantyn Kucher, Maria Skeppstedt, Andreas Kerren:
Application of Interactive Computer-Assisted Argument Extraction to Opinionated Social Media Texts. VINCI 2018: 102-103 - [c64]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: 65-75 - [c63]Kostiantyn Kucher, Carita Paradis, Andreas Kerren:
Visual Analysis of Sentiment and Stance in Social Media Texts. EuroVis (Posters) 2018: 49-51 - [p3]Wolfgang Büschel, Jian Chen, Raimund Dachselt, Steven Mark Drucker, Tim Dwyer, Carsten Görg, Tobias Isenberg, Andreas Kerren, Chris North, Wolfgang Stuerzlinger:
Interaction for Immersive Analytics. Immersive Analytics 2018: 95-138 - [e19]Therese Biedl, Andreas Kerren:
Graph Drawing and Network Visualization - 26th International Symposium, GD 2018, Barcelona, Spain, September 26-28, 2018, Proceedings. Lecture Notes in Computer Science 11282, Springer 2018, ISBN 978-3-030-04413-8 [contents] - [e18]Alexandru C. Telea, Andreas Kerren, José Braz:
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018) - Volume 3: IVAPP, Funchal, Madeira, Portugal, January 27-29, 2018. SciTePress 2018, ISBN 978-989-758-289-9 [contents] - [e17]Andreas Kerren, Karsten Klein, Yi-Na Li:
Proceedings of the 11th International Symposium on Visual Information Communication and Interaction, VINCI 2018, Växjö, Sweden, August 13-15, 2018. ACM 2018 [contents] - [d1]Maria Ulan, Sebastian Hönel, Rafael Messias Martins, Morgan Ericsson, Welf Löwe, Anna Wingkvist, Andreas Kerren:
Artifact: Quality Models Inside Out: Interactive Visualization of Software Metrics by Means of Joint Probabilities. Zenodo, 2018 - [i7]Therese Biedl, Andreas Kerren:
Proceedings of the 26th International Symposium on Graph Drawing and Network Visualization (GD 2018). CoRR abs/1809.03264 (2018) - 2017
- [j24]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): 283-294 (2017) - [j23]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): 11 (2017) - [j22]Björn Zimmer, Andreas Kerren:
OnGraX: A Web-Based System for the Collaborative Visual Analysis of Graphs. J. Graph Algorithms Appl. 21(1): 5-27 (2017) - [j21]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): 14:1-14:31 (2017) - [c62]Maria Skeppstedt, Andreas Kerren, Manfred Stede:
Automatic detection of stance towards vaccination in online discussion forums. DDDSM@IJCNLP 2017: 1-8 - [c61]Vasiliki Simaki, Panagiotis Simakis, Carita Paradis, Andreas Kerren:
Identifying the Authors' National Variety of English in Social Media Texts. RANLP 2017: 671-678 - [c60]Maria Skeppstedt, Vasiliki Simaki, Carita Paradis, Andreas Kerren:
Detection of Stance and Sentiment Modifiers in Political Blogs. SPECOM 2017: 302-311 - [c59]Vasiliki Simaki, Carita Paradis, Andreas Kerren:
Stance Classification in Texts from Blogs on the 2016 British Referendum. SPECOM 2017: 700-709 - [c58]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: 13-17 - [c57]Andreas Kerren, Kostiantyn Kucher, Yuan-Fang Li, Falk Schreiber:
MDS-based Visual Survey of Biological Data Visualization Techniques. EuroVis (Posters) 2017: 85-87 - 2016
- [j20]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): 93-116 (2016) - [j19]Maria Skeppstedt, Carita Paradis, Andreas Kerren:
PAL, a tool for Pre-annotation and Active Learning. J. Lang. Technol. Comput. Linguistics 31(1): 81-100 (2016) - [j18]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): 11-20 (2016) - [c56]Maria Skeppstedt, Magnus Sahlgren, Carita Paradis, Andreas Kerren:
Unshared task: (Dis)agreement in online debates. ArgMining@ACL 2016 - [c55]Maria Skeppstedt, Magnus Sahlgren, Carita Paradis, Andreas Kerren:
Active learning for detection of stance components. PEOPLES@COLING 2016: 50-59 - [c54]Andreas Kerren, Daniel Cernea, Margit Pohl:
Workshop on Emotion and Visualization: EmoVis 2016. IUI Companion 2016: 1-2 - [c53]Kostiantyn Kucher, Daniel Cernea, Andreas Kerren:
Visualizing Excitement of Individuals and Groups. EmoVis@IUI 2016: 15-22 - [c52]Maria Skeppstedt, Carita Paradis, Andreas Kerren:
Marker Words for Negation and Speculation in Health Records and Consumer Reviews. SMBM 2016: 64-69 - [c51]Kostiantyn Kucher, Andreas Kerren, Carita Paradis, Magnus Sahlgren:
Visual Analysis of Text Annotations for Stance Classification with ALVA. EuroVis (Posters) 2016: 49-51 - [e16]Andreas Kerren, Daniel Cernea, Margit Pohl:
Proceedings of ACM IUI 2016 Workshop on Emotion and Visualization, EmoVis 2016, Sonoma, CA, USA, March 10, 2016. Linköping Electronic Conference Proceedings, Linköping University Electronic Press 2016, ISBN 978-91-7685-817-2 [contents] - [e15]Andreas Kerren, Kang Zhang:
Proceedings of the 9th International Symposium on Visual Information Communication and Interaction, VINCI 2016, Dallas, TX, USA, September 24-26, 2016. ACM 2016, ISBN 978-1-4503-4149-3 [contents] - [e14]José Braz, Julien Pettré, Paul Richard, Andreas Kerren, Lars Linsen, Sebastiano Battiato, Francisco H. Imai:
Computer Vision, Imaging and Computer Graphics Theory and Applications - 10th International Joint Conference, VISIGRAPP 2015, Berlin, Germany, March 11-14, 2015, Revised Selected Papers. Communications in Computer and Information Science 598, Springer 2016, ISBN 978-3-319-29970-9 [contents] - 2015
- [j17]Daniel Cernea, Andreas Kerren:
A survey of technologies on the rise for emotion-enhanced interaction. J. Vis. Lang. Comput. 31: 70-86 (2015) - [c50]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: 90-96 - [c49]Kostiantyn Kucher, Andreas Kerren:
Text visualization techniques: Taxonomy, visual survey, and community insights. PacificVis 2015: 117-121 - [c48]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: 96-138 - [c47]Björn Zimmer, Andreas Kerren:
Displaying User Behavior in the Collaborative Graph Visualization System OnGraX. GD 2015: 247-259 - [c46]Björn Zimmer, Andreas Kerren:
Harnessing WebGL and WebSockets for a Web-Based Collaborative Graph Exploration Tool. ICWE 2015: 583-598 - [c45]Daniel Cernea, Christopher Weber, Achim Ebert, Andreas Kerren:
Emotion-prints: interaction-driven emotion visualization on multi-touch interfaces. Visualization and Data Analysis 2015: 93970A - [c44]Maria Skeppstedt, Teri Schamp-Bjerede, Magnus Sahlgren, Carita Paradis, Andreas Kerren:
Detecting speculations, contrasts and conditionals in consumer reviews. WASSA@EMNLP 2015: 162-168 - [e13]José Braz, Andreas Kerren, Lars Linsen:
IVAPP 2015 - Proceedings of the 6th International Conference on Information Visualization Theory and Applications, Berlin, Germany, 11-14 March, 2015. SciTePress 2015, ISBN 978-989-758-088-8 [contents] - [e12]Sebastiano Battiato, Sabine Coquillart, Julien Pettré, Robert S. Laramee, Andreas Kerren, José Braz:
Computer Vision, Imaging and Computer Graphics - Theory and Applications - International Joint Conference, VISIGRAPP 2014, Lisbon, Portugal, January 5-8, 2014, Revised Selected Papers. Communications in Computer and Information Science 550, Springer 2015, ISBN 978-3-319-25116-5 [contents] - 2014
- [j16]Andreas Kerren, Falk Schreiber:
Why Integrate InfoVis and SciVis?: An Example from Systems Biology. IEEE Computer Graphics and Applications 34(6): 69-73 (2014) - [c43]Afshin Rahimi, Magnus Sahlgren, Andreas Kerren, Carita Paradis:
STAVICTA Group Report for RepLab 2014 Reputation Dimension Task. CLEF (Working Notes) 2014: 1519-1527 - [c42]Ilir Jusufi, Andreas Kerren, Jiayi Liu, Björn Zimmer:
Visual Exploration of Relationships between Document Clusters. IVAPP 2014: 195-203 - [c41]Kostiantyn Kucher, Andreas Kerren, Carita Paradis, Magnus Sahlgren:
Visual analysis of stance markers in online social media. IEEE VAST 2014: 259-260 - [c40]Andreas Kerren, Ilir Jusufi, Jiayi Liu:
Multi-Scale Trend Visualization of Long-Term Temperature Data Sets. SIGRAD 2014: 91-94 - [p2]Andreas Kerren, Falk Schreiber:
Network Visualization for Integrative Bioinformatics. Approaches in Integrative Bioinformatics 2014: 173-202 - [e11]Andreas Kerren, Helen C. Purchase, Matthew O. Ward:
Multivariate Network Visualization - Dagstuhl Seminar #13201, Dagstuhl Castle, Germany, May 12-17, 2013, Revised Discussions. Lecture Notes in Computer Science 8380, Springer 2014, ISBN 978-3-319-06792-6 [contents] - [e10]Robert S. Laramee, Andreas Kerren, José Braz:
Proceedings of the 5th International Conference on Information Visualization Theory and Applications, IVAPP 2014, Lisbon, Portugal, 5-8 January, 2014. SciTePress 2014, ISBN 978-989-758-005-5 [contents] - [e9]Sebastiano Battiato, Sabine Coquillart, Robert S. Laramee, Andreas Kerren, José Braz:
Computer Vision, Imaging and Computer Graphics - Theory and Applications - International Joint Conference, VISIGRAPP 2013, Barcelona, Spain, February 21-24, 2013, Revised Selected Papers. Communications in Computer and Information Science 458, Springer 2014, ISBN 978-3-662-44910-3 [contents] - 2013
- [j15]Andreas Kerren:
Information Visualization Courses for Students with a Computer Science Background. IEEE Computer Graphics and Applications 33(2): 12-15 (2013) - [j14]Ilir Jusufi, Andreas Kerren, Falk Schreiber:
Exploring biological data: Mappings between ontology- and cluster-based representations. Inf. Vis. 12(3-4): 291-307 (2013) - [c39]Andreas Kerren, Helen C. Purchase, Matthew O. Ward:
Introduction to Multivariate Network Visualization. Multivariate Network Visualization 2013: 1-9 - [c38]Falk Schreiber, Andreas Kerren, Katy Börner, Hans Hagen, Dirk Zeckzer:
Heterogeneous Networks on Multiple Levels. Multivariate Network Visualization 2013: 175-206 - [c37]Daniel Cernea, Igor Truderung, Andreas Kerren, Achim Ebert:
WebComets: A Tab-Oriented Approach for Browser History Visualization. GRAPP/IVAPP 2013: 439-450 - [c36]Ilir Jusufi, Andreas Kerren, Björn Zimmer:
Multivariate Network Exploration with JauntyNets. IV 2013: 19-27 - [c35]Daniel Cernea, Achim Ebert, Andreas Kerren:
A Study of Emotion-triggered Adaptation Methods for Interactive Visualization. UMAP Workshops 2013 - [c34]Daniel Cernea, Christopher Weber, Achim Ebert, Andreas Kerren:
Emotion scents: a method of representing user emotions on GUI widgets. Visualization and Data Analysis 2013: 86540F - [c33]Andreas Kerren:
Interaction and evaluation techniques for information visualization: future directions. VINCI 2013: 118 - [c32]Daniel Cernea, Igor Truderung, Andreas Kerren, Achim Ebert:
An Interactive Visualization for Tabbed Browsing Behavior Analysis. VISIGRAPP (Selected Papers) 2013: 69-84 - [c31]Andreas Kerren, Ilir Jusufi:
A Novel Radial Visualization Approach for Undirected Hypergraphs. EuroVis (Short Papers) 2013 - [e8]Sabine Coquillart, Carlos Andújar, Robert S. Laramee, Andreas Kerren, José Braz:
GRAPP & IVAPP 2013: Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, Barcelona, Spain, 21-24 February, 2013. SciTePress 2013, ISBN 978-989-8565-46-4 [contents] - [e7]Alexandru C. Telea, Andreas Kerren, Andrian Marcus:
2013 First IEEE Working Conference on Software Visualization (VISSOFT), Eindhoven, The Netherlands, September 27-28, 2013. IEEE Computer Society 2013, ISBN 978-1-4799-1457-9 [contents] - [i6]Andreas Kerren, Helen C. Purchase, Matthew O. Ward:
Information Visualization - Towards Multivariate Network Visualization (Dagstuhl Seminar 13201). Dagstuhl Reports 3(5): 19-42 (2013) - 2012
- [j13]Ilir Jusufi, Christian Klukas, Andreas Kerren, Falk Schreiber:
Guiding the interactive exploration of metabolic pathway interconnections. Inf. Vis. 11(2): 136-150 (2012) - [j12]Daniel Cernea, Peter-Scott Olech, Achim Ebert, Andreas Kerren:
Measuring Subjectivity - Supporting Evaluations with the Emotiv EPOC Neuroheadset. Künstliche Intell. 26(2): 177-182 (2012) - [c30]Daniel Cernea, Simone Mora, Alfredo Perez, Achim Ebert, Andreas Kerren, Monica Divitini, Didac Gil de la Iglesia, Nuno Otero:
Tangible and Wearable User Interfaces for Supporting Collaboration among Emergency Workers. CRIWG 2012: 192-199 - [c29]Andreas Kerren, Harald Köstinger, Björn Zimmer:
Vincent - Visualization of Network Centralities. GRAPP/IVAPP 2012: 703-712 - [c28]Björn Zimmer, Ilir Jusufi, Andreas Kerren:
Analyzing Multiple Network Centralities with ViNCent. SIGRAD 2012: 87-90 - [c27]Ilir Jusufi, Andreas Kerren, Vladyslav Aleksakhin, Falk Schreiber:
Visualization of mappings between the gene ontology and cluster trees. Visualization and Data Analysis 2012: 82940N - [c26]Andreas Kerren, Falk Schreiber:
Toward the role of interaction in visual analytics. WSC 2012: 420:1-420:13 - [e6]Andreas Kerren, Stefan Seipel:
Proceedings of SIGRAD 2012, Interactive Visual Analysis of Data, Växjö, Sweden, November 29-30, 2012. Linköping Electronic Conference Proceedings 81, Linköping University Electronic Press 2012, ISBN 978-91-7519-723-4 [contents] - 2011
- [j11]Andreas Kerren, Catherine Plaisant, John T. Stasko:
Information visualization: State of the field and new research directions. Inf. Vis. 10(4): 269-270 (2011) - [c25]Bahtijar Vogel, Arianit Kurti, Marcelo Milrad, Andreas Kerren:
An Interactive Web-Based Visualization Tool in Action: User Testing and Usability Aspects. CIT 2011: 403-408 - [c24]Daniel Cernea, Peter-Scott Olech, Achim Ebert, Andreas Kerren:
EEG-Based Measurement of Subjective Parameters in Evaluations. HCI (23) 2011: 279-283 - [c23]Andreas Kerren, Mimi Prangova, Carita Paradis:
Visualization of Sensory Perception Descriptions. IV 2011: 135-144 - [c22]Daniel Cernea, Andreas Kerren, Achim Ebert:
Detecting Insight and Emotion in Visualization Applications with a Commercial EEG Headset. SIGRAD 2011: 53-60 - [c21]Daniel Cernea, Peter-Scott Olech, Achim Ebert, Andreas Kerren:
Controlling In-Vehicle Systems with a Commercial EEG Headset: Performance and Cognitive Load. VLUDS 2011: 113-122 - 2010
- [c20]Björn Zimmer, Dennie Ackermann, Manfred Schröder, Andreas Kerren, Volker Ahlers:
Comparative Visualization of User Flows in Voice Portals. GD 2010: 404-405 - [c19]Markus Rohrschneider, Alexander Ullrich, Andreas Kerren, Peter F. Stadler, Gerik Scheuermann:
Visual Network Analysis of Dynamic Metabolic Pathways. ISVC (1) 2010: 316-327 - [c18]Ilir Jusufi, Yang Dingjie, Andreas Kerren:
The Network Lens: Interactive Exploration of Multivariate Networks Using Visual Filtering. IV 2010: 35-42 - [c17]Andreas Kerren, Ilir Jusufi:
3D kiviat diagrams for the interactive analysis of software metric trends. SOFTVIS 2010: 203-204 - [e5]Andreas Kerren, Catherine Plaisant, John T. Stasko:
Information Visualization, 13.06. - 18.06.2010. Dagstuhl Seminar Proceedings 10241, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Germany 2010 [contents] - [i5]Andreas Kerren, Catherine Plaisant, John T. Stasko:
10241 Abstracts Collection - Information Visualization. Information Visualization 2010 - [i4]Andreas Kerren, Catherine Plaisant, John T. Stasko:
10241 Executive Summary - Information Visualization. Information Visualization 2010
2000 – 2009
- 2009
- [j10]Xia Lin, Andreas Kerren, Jiaje Zhang:
Challenges in human-centered information visualization: Introduction to the special issue. Inf. Vis. 8(3): 137-138 (2009) - [j9]Katja Einsfeld, Achim Ebert, Andreas Kerren, Matthias Deller:
Knowledge generation through human-centered information visualization. Inf. Vis. 8(3): 180-196 (2009) - [c16]Mario Albrecht, Andreas Kerren, Karsten Klein, Oliver Kohlbacher, Petra Mutzel, Wolfgang Paul, Falk Schreiber, Michael Wybrow:
On Open Problems in Biological Network Visualization. GD 2009: 256-267 - [c15]Markus Rohrschneider, Christian Heine, André Reichenbach, Andreas Kerren, Gerik Scheuermann:
A Novel Grid-Based Visualization Approach for Metabolic Networks with Advanced Focus&Context View. GD 2009: 268-279 - [c14]Andreas Kerren:
Visualization of Workaday Data Clarified by Means of Wine Fingerprints. HCIV 2009: 92-107 - [c13]Andreas Kerren, Ilir Jusufi:
Novel Visual Representations for Software Metrics Using 3D and Animation. Software Engineering (Workshops) 2009: 147-154 - 2008
- [j8]Guido Rößling, Mike Joy, Andrés Moreno, Atanas Radenski, Lauri Malmi, Andreas Kerren, Thomas L. Naps, Rockford J. Ross, Michael J. Clancy, Ari Korhonen, Rainer Oechsle, J. Ángel Velázquez-Iturbide:
Enhancing learning management systems to better support computer science education. ACM SIGCSE Bull. 40(4): 142-166 (2008) - [j7]Holger A. Meier, Michael Schlemmer, Christian Wagner, Andreas Kerren, Hans Hagen, Ellen Kuhl, Paul Steinmann:
Visualization of Particle Interactions in Granular Media. IEEE Trans. Vis. Comput. Graph. 14(5): 1110-1125 (2008) - [p1]Andreas Kerren, John T. Stasko, Jason Dykes:
Teaching Information Visualization. Information Visualization 2008: 65-91 - [e4]Andreas Kerren, John T. Stasko, Jean-Daniel Fekete, Chris North:
Information Visualization - Human-Centered Issues and Perspectives. Lecture Notes in Computer Science 4950, Springer 2008, ISBN 978-3-540-70955-8 [contents] - 2007
- [j6]Elhadi M. Shakshuki, Andreas Kerren, Tomasz Müldner:
Web-based Structured Hypermedia Algorithm Explanation system. Int. J. Web Inf. Syst. 3(3): 179-197 (2007) - [j5]Andreas Kerren, John T. Stasko, Jean-Daniel Fekete, Chris North:
Workshop report: information visualization-human-centered issues in visual representation, interaction, and evaluation. Inf. Vis. 6(3): 189-196 (2007) - [e3]Andreas Kerren, Achim Ebert, Jörg Meyer:
Human-Centered Visualization Environments, GI-Dagstuhl Research Seminar, Dagstuhl Castle, Germany, March 5-8, 2006, Revised Lectures. Lecture Notes in Computer Science 4417, Springer 2007, ISBN 978-3-540-71948-9 [contents] - [e2]Jean-Daniel Fekete, Andreas Kerren, Chris North, John T. Stasko:
Information Visualization - Human-Centered Issues in Visual Representation, Interaction, and Evaluation, 28.05. - 01.06.2007. Dagstuhl Seminar Proceedings 07221, Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany 2007 [contents] - [i3]Andreas Kerren, John T. Stasko, Jean-Daniel Fekete, Chris North:
07221 Executive Summary - Information Visualization - Human-Centered Issues in Visual Representation, Interaction, and Evaluation. Information Visualization - Human-Centered Issues in Visual Representation, Interaction, and Evaluation 2007 - [i2]Andreas Kerren, John T. Stasko, Jean-Daniel Fekete, Chris North:
07221 Abstracts Collection -- Information Visualization - Human-Centered Issues in Visual Representation, Interaction, and Evaluation. Information Visualization - Human-Centered Issues in Visual Representation, Interaction, and Evaluation 2007 - 2006
- [j4]Guido Rößling, Thomas L. Naps, Mark S. Hall, Ville Karavirta, Andreas Kerren, Charles Leska, Andrés Moreno, Rainer Oechsle, Susan H. Rodger, Jaime Urquiza-Fuentes, J. Ángel Velázquez-Iturbide:
Merging interactive visualizations with hypertextbooks and course management. ACM SIGCSE Bull. 38(4): 166-181 (2006) - [c12]Andreas Kerren, Achim Ebert, Jörg Meyer:
Introduction to Human-Centered Visualization Environments. Human-Centered Visualization Environments 2006: 1-9 - [c11]Andreas Kerren, Tomasz Müldner, Elhadi M. Shakshuki:
Novel algorithm explanation techniques for improving algorithm teaching. SOFTVIS 2006: 175-176 - [e1]Hans Hagen, Andreas Kerren, Peter Dannenmann:
Visualization of Large and Unstructured Data Sets: Applications in Geospatial Planning, Modeling and Engineering - First workshop of the DFG's International Research Training Group, VLUDS 2006, Dagstuhl Castle, Germany, June 14-16, 2006. LNI S-4, Gesellschaft für Informatik, Bonn 2006, ISBN 978-3-88579-438-7 [contents] - 2005
- [c10]Andreas Kerren, Thomas Egger:
EAVis: A Visualization Tool for Evolutionary Algorithms. VL/HCC 2005: 299-301 - [i1]Andreas Kerren:
Interactive Visualization of Graph Pyramids. Graph Drawing 2005 - 2004
- [c9]Andreas Kerren:
Generation as method for explorative learning in computer science education. ITiCSE 2004: 77-81 - 2002
- [b1]Andreas Kerren:
Generierung interaktiver Animationen für den Übersetzerbau. Saarland University, Saarbrücken, Germany, Shaker 2002, ISBN 978-3-8322-0899-8, pp. 1-229 - [j3]Stephan Diehl, Andreas Kerren:
Generierung interaktiver Animationen von Berechnungsmodellen. Inform. Forsch. Entwickl. 17(1): 12-20 (2002) - [c8]Stephan Diehl, Andreas Kerren:
Reification of Program Points for Visual Execution. VISSOFT 2002: 100-109 - 2001
- [c7]Andreas Kerren, John T. Stasko:
Algorithm Animation - Introduction. Software Visualization 2001: 1-15 - [c6]Stephan Diehl, Carsten Görg, Andreas Kerren:
Animating Algorithms Live and Post Mortem. Software Visualization 2001: 46-57 - [c5]Stephan Diehl, Andreas Kerren:
Levels of exploration. SIGCSE 2001: 60-64 - [c4]Stephan Diehl, Carsten Görg, Andreas Kerren:
Preserving the Mental Map using Foresighted Layout. VisSym 2001: 175-184 - 2000
- [j2]Andreas Kerren:
Visualisierung und Animation der semantischen Analyse von Programmen. Informatica Didact. 1 (2000) - [j1]Stephan Diehl, Andreas Kerren, Katharina Mehner:
Tagungsbericht über den GI-Workshop Softwarevisualisierung 2000 am 11. und 12. Mai 2000 in Dagstuhl. Softwaretechnik-Trends 20(4) (2000) - [c3]Stephan Diehl, Andreas Kerren, Torsten Weller:
Visual Exploration of Generation Algorithms for Finite Automata on the Web. CIAA 2000: 327-328
1990 – 1999
- 1999
- [c2]Andreas Kerren:
Animation der semantischen Analyse. INFOS 1999: 108-120 - [c1]Beatrix Braune, Stephan Diehl, Andreas Kerren, Reinhard Wilhelm:
Animation of the Generation and Computation of Finite Automata for Learning Software. WIA 1999: 39-47
Coauthor Index
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