DeforestVis: Behavior Analysis of Machine Learning Modelswith Surrogate Decision Stumps
(to appear)
(doi)
(Post-print)
A. Chatzimparmpas, R. M. Martins, A. C. Telea, and A. Kerren
In Computer Graphics Forum, 2024. Wiley, to appear.
Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023
(to appear)
(doi)
A. Chatzimparmpas, K. Kucher, and A. Kerren
In IEEE Computer Graphics and Applications, 2024. IEEE Computer Society, to appear.
Visualization of Swedish News Articles: A Design Study
(to appear)
K. Kucher, N. Engström, W. Axelsson, B. Savas, and A. Kerren
In Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics
Theory and Applications (VISIGRAPP '24) - Volume 3: IVAPP, short paper track, Rome,
Italy, 2024. SciTePress, to appear.
Uncertainty in Humanities Network Visualization
(doi)
(paper)
M. Conroy, C. Gillmann, F. Harvey, T. Mchedlidze, S. I. Fabrikant, F. Windhager, G. Scheuermann, T. R. Tangherlini, C. N. Warren, S. B. Weingart, M. Rehbein, K. Börner, K. Elo, S. Jänicke, A. Kerren, M. Nöllenburg, T. Dwyer, Ø. Eide, S. Kobourov, and G. Betz
In Frontiers in Communication, 8:1305137, 10 pages, 2024. Frontiers Media S.A.
S. P. Feyer, B. Pinaud, S. G. Kobourov, N. Brich, M. Krone, A. Kerren, M. Behrisch, F. Schreiber, and K. Klein
In IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE VIS 2023, Melbourne, Australia), 30(1):469-479, 2024. IEEE Computer Society.
Designing a 3D Gestural Interface to Support User Interaction with Time-Oriented Data as Immersive 3D Radar Charts
(doi)
(paper)
N. Reski, A. Alissandrakis, and A. Kerren
In Virtual Reality 28:30, 24 pages, 2024. Springer Nature.
Z. Huang, D. Witschard, K. Kucher, and A. Kerren
In Computer Graphics Forum (Proceedings of the 25th EG/VGTC Conference on Visualization, EuroVis '23, STAR track, Leipzig, Germany), 42(3):539-571, 2023. Wiley.
MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels
(doi)
I. Ploshchik, A. Chatzimparmpas, and A. Kerren
In Proceedings of the 16th IEEE Pacific Visualization Symposium (PacificVis '23), visualization notes track, pages 207-211, Seoul, Korea, 2023.
IEEE.
Visually Guided Network Reconstruction Using Multiple Embeddings
(doi)
D. Witschard, I. Jusufi, K. Kucher, and A. Kerren
In Proceedings of the 16th IEEE Pacific Visualization Symposium (PacificVis '23), visualization notes track, pages 212-216, Seoul, Korea, 2023.
IEEE.
Supporting University Research and Administration via Interactive Visual Exploration of Bibliographic Data
(doi)
K. Kucher and A. Kerren
In Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP '23) - Volume 3: IVAPP, short paper track, pages 248-255, Lisbon, Portugal, 2023.
SciTePress.
A. Chatzimparmpas, F. V. Paulovich, and A. Kerren
In Computer Graphics Forum, 42(1):135-154, 2023. Wiley.
A. Chatzimparmpas, R. M. Martins, and A. Kerren
In Information Visualization, 22(2):115-139, 2023.
Sage.
Interactive Optimization of Embedding-based Text Similarity Calculations
D. Witschard, I. Jusufi, R. M. Martins, K. Kucher, and A. Kerren
In Information Visualization, 21(4):335-353, 2022. Sage.
Evaluating StackGenVis with a Comparative User Study
A. Chatzimparmpas, V. Park, and A. Kerren
In Proceedings of the 15th IEEE Pacific Visualization Symposium (PacificVis '22), visualization notes track, pages 161-165, online conference, 2022. IEEE.
A. Chatzimparmpas, R. M. Martins, K. Kucher, and A. Kerren
In IEEE Transactions on Visualization and Computer Graphics, 28(4):1773-1791, 2022. IEEE Computer Society.
Task-Based Evaluation of Sentiment Visualization Techniques
K. Kucher, S. Bouchama, A. Ebert, and A. Kerren
In Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP '22) - Volume 3: IVAPP, short paper track, pages 187-194, online conference, 2022. SciTePress.
An Empirical Evaluation of Asymmetric Synchronous Collaboration Combining Immersive and Non-Immersive Interfaces Within the Context of Immersive Analytics
(supplementary material)
N. Reski, A. Alissandrakis, and A. Kerren
In Frontiers in Virtual Reality, 2:743445, 29 pages, 2022. Frontiers.
Fast and Reliable Incremental Dimensionality Reduction for Streaming Data
T. T. A. T. Neves, R. M. Martins, D. B. Coimbra, K. Kucher, A. Kerren, and F. V. Paulovich
In Computers & Graphics, 102:233-244, 2022. Elsevier.
A Research Agenda for Smarter Cyber-Physical Systems
D. Weyns, J. Andersson, M. Caporuscio, F. Flammini, A. Kerren, and W. Löwe
In Journal of Integrated Design and Process Science, 25(2):27-47, 2021. IOS Press.
Empirical Study: Visual Analytics for Comparing Stacking to Blending Ensemble Learning
A. Chatzimparmpas, R. M. Martins, K. Kucher, and A. Kerren
In Proceedings of the 23rd International Conference on Control Systems and Computer Science (CSCS '21), pages 1-8, online conference, 2021. IEEE. Invited paper.
A. Chatzimparmpas, R. M. Martins, K. Kucher, and A. Kerren
In Computer Graphics Forum (Proceedings of 23rd EG/VGTC Conference on Visualization (EuroVis '21), Zürich, Switzerland), 40(3):201-214, 2021. Wiley.
Project in Visualization and Data Analysis: Experiences in Designing and Coordinating the Course
K. Kucher, R. M. Martins, and A. Kerren
In Proceedings of 42nd Annual Conference of the European Association for Computer Graphics (EG '21), education paper track, pages 36-44, online conference, 2021. The Eurographics Association.
A Statement Report on the Use of Multiple Embeddings for Visual Analytics of Multivariate Networks
D. Witschard, I. Jusufi, R. M. Martins, and A. Kerren.
In Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP '21) - Volume 3: IVAPP, short paper track, pages 219-223, online conference, 2021. SciTePress.
A. Chatzimparmpas, R. M. Martins, K. Kucher, and A. Kerren.
In IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE VAST '20, Virtual Conference), 27(2):1547-1557, 2021. IEEE Computer Society.
M. Espadoto, R. M. Martins, A. Kerren, N. S. T. Hirata, and A. C. Telea.
In IEEE Transactions on Visualization and Computer Graphics, 27(3):2153-2173, 2021. IEEE Computer Society.
"Oh, that's where you are!" – Towards a Hybrid Asymmetric Collaborative Immersive Analytics System
(post-print)
N. Reski, A. Alissandrakis, J. Tyrkkö, and A. Kerren.
In Proceedings of the 11th Nordic Conference on Human-Computer Interaction (NordiCHI '20), pages 1-12, article no. 5, Tallinn, Estonia, 2020. ACM Press.
Exploration of Time-oriented Data in Immersive Virtual Reality Using a 3D Radar Chart Approach
(post-print)
N. Reski, A. Alissandrakis, and A. Kerren.
In Proceedings of the 11th Nordic Conference on Human-Computer Interaction (NordiCHI '20), pages 1-11, article no. 33, Tallinn, Estonia, 2020. ACM Press.
K. Kucher, R. M. Martins, C. Paradis, and A. Kerren.
In Journal of Visualization, 23(6):1015-1034, 2020. Springer.
V. Simaki, C. Paradis, M. Skeppstedt, M. Sahlgren, K. Kucher, and A. Kerren
In Corpus Linguistics and Linguistic Theory, 16(2): 215-248, 2020. De Gruyter.
A. Chatzimparmpas, R. M. Martins, I. Jusufi, K. Kucher, F. Rossi, and A. Kerren.
In Computer Graphics Forum (Proceedings of the 22nd EG/VGTC Conference on Visualization, EuroVis '20, STAR track, Norrköping, Sweden), 39(3):713-756, 2020. Wiley.
A. Chatzimparmpas, R. M. Martins, and A. Kerren.
In IEEE Transactions on Visualization and Computer Graphics, 26(8):2696-2714, 2020. IEEE Computer Society.
Topic modelling applied to a second language: A language adaption and tool evaluation study
M. Skeppstedt, M. Ahltorp, K. Kucher, A. Kerren, R. Rzepka, and K. Araki
In Selected Papers from the CLARIN Annual Conference 2019, pages 145-156, Leipzig, Germany, 2020. Linköping University Electronic Press.
A Survey of Surveys on the Use of Visualization for Interpreting Machine Learning Models
A. Chatzimparmpas, R. M. Martins, I. Jusufi, and A. Kerren.
In Information Visualization, 19(3):207-233, 2020. Sage.
J. Kotlarek, O.-H. Kwon, K.-L. Ma, P. Eades, A. Kerren, K. Klein, and F. Schreiber
In Proceedings of the 13th IEEE Pacific Visualization Symposium (PacificVis '20), pages 1-10, Tianjin, China, 2020. IEEE.
Visualising and Evaluating the Effects of Combining Active Learning with Word Embedding Features
M. Skeppstedt, R. Rzepka, K. Araki, and A. Kerren
In Proceedings of the 15th Conference on Natural Language Processing (KONVENS '19), pages 91-100, Erlangen-Nürnberg, Germany, 2019. GSCL.
Human Factors and Multilayer Networks
M. Pohl and A. Kerren
In Proceedings of the 1st Workshop on Visualization of Multilayer Networks (MNLVIS '19) at IEEE VIS '19, Vancouver, BC, Canada, 2019.
Finding Reasons for Vaccination Hesitancy: Evaluating Semi-Automatic Coding of Internet Discussion Forums
M. Skeppstedt, A. Kerren, and M. Stede
In Proceedings of the 17th World Congress on Medical and Health Informatics (MEDINFO '19), pages 348-352, Lyon, France, 2019. IOS Press.
V. Simaki, C. Paradis, and A. Kerren
In Corpora, 14(3):379-405, 2019. Edinburgh University Press.
R. M. Martins and A. Kerren
In Proceedings of the IEEE International Conference on Big Data (Big Data '18): Workshop on Real-time & Stream Analytics in Big Data & Stream Data Management, pages 2924-2929, Seattle, USA, 2018. IEEE.
Stance-taking in topics extracted from vaccine-related tweets and discussion forum posts
M. Skeppstedt, M. Stede, and A. Kerren
In Proceedings of the 3rd Workshop on Workshop on Social Media Mining for Health Applications (SMM4H '18) at EMNLP '18, pages 5-8, Brussels, Belgium, 2018. Association for Computational Linguistics.
M. Ulan, S. Hönel, R. M. Martins, M. Ericsson, W. Löwe, A. Wingkvist, and A. Kerren
In Proceedings of the 6th IEEE Working Conference on Software Visualization (VISSOFT '18), pages 65-75, Madrid, Spain, 2018. IEEE.
Analysis of VINCI 2009–2017 Proceedings
(ACM Author-Izer)
K. Kucher, R. M. Martins, and A. Kerren
In Proceedings of the 11th International Symposium on Visual Information Communication and Interaction (VINCI '18), short paper track, pages 97-101, Växjö, Sweden, 2018. ACM Digital Library.
V. Simaki, P. Simakis, C. Paradis, and A. Kerren
In Proceedings of the 10th Hellenic Conference on Artificial Intelligence (SETN '18), ID-38, Patras, Greece, 2018. ACM Digital Library.
Topics2Themes: Computer-Assisted Argument Extraction by Visual Analysis of Important Topics
(video)
M. Skeppstedt, K. Kucher, M. Stede, and A. Kerren
In Proceedings of the 3rd Workshop on Visualization as Added Value in the Development, Use and Evaluation of Language Resources (VisLR III) at LREC '18, pages 9-16, Miyazaki, Japan, 2018. ELRA.
Vaccine Hesitancy in Discussion Forums: Computer-Assisted Argument Mining with Topic Models
M. Skeppstedt, A. Kerren, and M. Stede
In Proceedings of the 29th Medical Informatics Europe Conference (MIE '18) - Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, pages 366-370, volume 247 of Studies in Health Technology and Informatics, Gothenburg, Sweden, 2018. IOS Press.
Evaluating stance-annotated sentences from the Brexit Blog Corpus: A quantitative linguistic analysis
V. Simaki, C. Paradis, and A. Kerren
In ICAME Journal, 42(1):133-166, 2018. De Gruyter Open.
DoSVis: Document Stance Visualization
(post-print)
(video)
K. Kucher, C. Paradis, and A. Kerren
In Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP '18) - Volume 3: IVAPP, short paper track, pages 168-175, Funchal-Madeira, Portugal, 2018. SciTePress.
The State of the Art in Sentiment Visualization
K. Kucher, C. Paradis, and A. Kerren
In Computer Graphics Forum, 37(1):71-96, 2018.
A. Kerren, K. Kucher, Y.-F. Li, and F. Schreiber
In PLOS ONE, 12(11):e0187341, 14 pages, 2017. Public Library of Science.
Automatic detection of stance towards vaccination in online discussion forums
M. Skeppstedt, A. Kerren, and M. Stede
In Proceedings of the 1st International Workshop on Digital Disease Detection using Social Media (DDDSM '17), pages 1-8, Taipei, Taiwan, 2017. Association for Computational Linguistics.
StanceXplore: Visualization for the Interactive Exploration of Stance in Social Media
(video)
R. M. Martins, V. Simaki, K. Kucher, C. Paradis, and A. Kerren
In Proceedings of the 2nd Workshop on Visualization for the Digital Humanities (VIS4DH '17) at IEEE VIS '17, Phoenix, Arizona, USA, 2017.
K. Kucher, C. Paradis, M. Sahlgren, and A. Kerren
In ACM Transactions on Interactive Intelligent Systems (TiiS), 7(3):14, 31 pages, 2017. ACM Press.
Stance Classification in Texts from Blogs on the 2016 British Referendum
(restricted)
V. Simaki, C. Paradis, and A. Kerren
In Proceedings of the 19th International Conference on Speech and Computer (SPECOM '17), pages 700-709, volume 10458 of LNAI, Hatfield, Hertfordshire, UK, 2017. Springer.
Detection of Stance and Sentiment Modifiers in Political Blogs
(restricted)
M. Skeppstedt, V. Simaki, C. Paradis, and A. Kerren
In Proceedings of the 19th International Conference on Speech and Computer (SPECOM '17), pages 302-311, volume 10458 of LNAI, Hatfield, Hertfordshire, UK, 2017. Springer.
B. Zimmer, M. Sahlgren, and A. Kerren
In Informatics, 4(2):11, 2017. MDPI AG.
Graph Layouts by t-SNE
(restricted)
J. F. Kruiger, P. Rauber, R. M. Martins, A. Kerren, S. Kobourov, and A. C. Telea
In Computer Graphics Forum (Proceedings of the 19th EG/VGTC Conference on Visualization, EuroVis '17, Barcelona, Spain), 36(3):283-294, 2017. Wiley.
R. M. Martins, J. F. Kruiger, R. Minghim, A. C. Telea, and A. Kerren
In Proceedings of the 19th EG/VGTC Conference on Visualization (EuroVis '17), short paper track, pages 13-17, Barcelona, Spain, 2017. Eurographics.
OnGraX: A Web-Based System for the Collaborative Visual Analysis of Graphs
B. Zimmer and A. Kerren
In Journal of Graph Algorithms and Applications, 21(1):5-27, 2017.
PAL, a tool for Pre-annotation and Active Learning
(JLCL Archive)
M. Skeppstedt, C. Paradis, and A. Kerren
In Journal for Language Technology and Computational Linguistics, 31(1):81-100, 2016. GSCL.
Active Learning for Detection of Stance Components
M. Skeppstedt, M. Sahlgren, C. Paradis, and A. Kerren
In Proceedings of the Workshop on Computational Modeling of People's Opinions, Personality, and Emotions in Social Media (PEOPLES '16) at COLING '16, pages 50-59, Osaka, Japan, 2016. Association for Computational Linguistics.
Unshared Task: (Dis)agreement in Online Debates
M. Skeppstedt, M. Sahlgren, C. Paradis, and A. Kerren
In Proceedings of the 3rd Workshop on Argument Mining (ArgMining '16) at ACL '16, pages 154-159, Berlin, Germany, 2016. Association for Computational Linguistics.
Marker Words for Negation and Speculation in Health Records and Consumer Reviews
M. Skeppstedt, C. Paradis, and A. Kerren
In Proceedings of the 7th International Symposium on Semantic Mining in Biomedicine (SMBM '16), short paper track, pages 64-69, Potsdam, Germany, 2016. CEUR-WS.org.
K. Kucher, D. Cernea, and A. Kerren
In Proceedings of the ACM IUI 2016 Workshop on Emotion and Visualization (EmoVis '16), pages 15-22, Sonoma, CA, USA, 2016. Linköping University Electronic Press.
T. von Landesberger, F. Brodkorb, P. Roskosch, N. Andrienko, G. Andrienko, and A. Kerren
K. Kucher, T. Schamp-Bjerede, A. Kerren, C. Paradis, and M. Sahlgren
In Information Visualization, 15(2):93-116, 2016. SAGE Publications.
Expanding a Dictionary of Marker Words for Uncertainty and Negation Using Distributional Semantics
A. Alfalahi, M. Skeppstedt, R. Ahlblom, R. Baskalayci, A. Henriksson, L. Asker, C. Paradis, and A. Kerren
In Proceedings of the 6th International Workshop on Health Text Mining and Information Analysis (Louhi '15), short paper track, pages 90-96, Lisbon, Portugal, 2015. Association for Computational Linguistics.
Detecting Speculations, Contrasts and Conditionals in Consumer Reviews
M. Skeppstedt, T. Schamp-Bjerede, M. Sahlgren, C. Paradis, and A. Kerren
In Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (WASSA '15), short paper track, pages 162-168, Lisbon, Portugal, 2015. Association for Computational Linguistics.
B. Zimmer and A. Kerren
In Proceedings of the 23rd International Symposium on Graph Drawing & Network Visualization (GD '15), pages 247-259, volume 9411 of LNCS, Los Angeles, CA, USA, 2015. Springer.
A Survey of Technologies on the Rise for Emotion-Enhanced Interaction
(restricted)
D. Cernea and A. Kerren
In Journal of Visual Languages and Computing, 31(Part A):70-86, 2015. Elsevier.
Harnessing WebGL and WebSockets for a Web-Based Collaborative Graph Exploration Tool
(post-print)
B. Zimmer and A. Kerren
In Proceedings of the 15th International Conference on Web Engineering (ICWE '15), pages 583-598, volume 9114 of LNCS, Rotterdam, The Netherlands, 2015. Springer.
K. Kucher and A. Kerren
In Proceedings of the 8th IEEE Pacific Visualization Symposium (PacificVis '15), visualization notes track, pages 117-121, Hangzhou, China, 2015. IEEE.
D. Cernea, C. Weber, A. Ebert, and A. Kerren
In Proceedings of the SPIE 2015 Conference on Visualization and Data Analysis (VDA '15), SPIE 9397, 9397-0A, San Francisco, CA, USA, 2015. IS&T/SPIE.
Why Integrate InfoVis and SciVis? An Example from Systems Biology
(restricted)
A. Kerren and F. Schreiber
In Computer Graphics and Applications, 34(6):69-73 2014. IEEE Computer Society Press.
Group Affective Tone Awareness and Regulation through Virtual Agents
(proceedings)
D. Cernea, C. Weber, A. Kerren, and A. Ebert
In Proceedings of the IVA 2014 Workshop on Affective Agents, pages 9-16, Boston, MA, USA, 2014.
The StaViCTA Group Report for RepLab 2014 Reputation Dimensions Task
A. Rahimi, M. Sahlgren, A. Kerren, and C. Paradis
In CLEF 2014 Evaluation Labs and Workshop - Working Notes Papers, pages 1519-1527, Sheffield, UK, 2014. The CLEF Initiative.
A. Kerren, I. Jusufi, and J. Liu
In Proceedings of the 13th SIGRAD 2014 Conference of the Swedish Eurographics Chapter, pages 91-94, Gothenburg, Sweden, 2014. Linköping University Electronic Press.
Visual Exploration of Relationships between Document Clusters
(post-print)
I. Jusufi, A. Kerren, J. Liu, and B. Zimmer
In Proceedings of the International Conference on Information Visualization Theory and Applications (IVAPP '14), pages 195-203, Lisbon, Portugal, 2014. SciTePress.
A Study of Emotion-triggered Adaptation Methods for Interactive Visualization
D. Cernea, A. Ebert, and A. Kerren
In Proceedings of the 1st International Workshop on User-Adaptive Visualization (WUAV '13), pages 9-16, Rome, Italy, 2013. CEUR-WS.
A Novel Radial Visualization Approach for Undirected Hypergraphs
(post-print)
A. Kerren and I. Jusufi
In Proceedings of the 17th Eurographics Conference on Visualization (EuroVis '13), short paper track, pages 25-29, Leipzig, Germany, 2013. Eurographics.
Multivariate Network Exploration with JauntyNets
(post-print)
I. Jusufi, A. Kerren, and B. Zimmer
In Proceedings of the 17th International Conference on Information Visualisation (IV '13), pages 19-27, London, UK, 2013. IEEE Computer Society Press.
Information Visualization Courses for Students with a Computer Science Background
(restricted)
A. Kerren
In Computer Graphics and Applications, 33(2):12-15, 2013. IEEE Computer Society Press.
D. Cernea, I. Truderung, A. Kerren, and A. Ebert
In Proceedings of the International Conference on Information Visualization Theory and Applications (IVAPP '13), pages 439-450, Barcelona, Spain, 2013. SciTePress.
Emotion Scents - A Method of Representing User Emotions on GUI Widgets
(post-print)
D. Cernea, C. Weber, A. Ebert, and A. Kerren
In Proceedings of the SPIE 2013 Conference on Visualization and Data Analysis (VDA '13), SPIE 8654, 8654-0F, Burlingame, CA, USA, 2013. IS&T/SPIE.
I. Jusufi, A. Kerren, and F. Schreiber
In Information Visualization, 12(3-4):291-307, 2013. SAGE Publications.
Toward the Role of Interaction in Visual Analytics
(WSC Archive)
A. Kerren and F. Schreiber
In Proceedings of the 2012 Winter Simulation Conference (WSC '12), pages 420:1-420:13, Berlin, Germany, 2012. IEEE Computer Society Press.
B. Zimmer, I. Jusufi, and A. Kerren
In Proceedings of the SIGRAD 2012 Conference on Interactive Visual Analysis of Data, pages 87-90, Växjö, Sweden, 2012. Linköping University Electronic Press.
D. Cernea, S. Mora, A. Perez, A. Ebert, A. Kerren, M. Divitini, D. Gil de La Iglesia, and N. Otero
In Proceedings of the 18th CRIWG Conference on Collaboration and Technology (CRIWG '12), pages 192-199, volume 7493 of LNCS, Duisburg, Lower Rhine region, Germany, 2012. Springer.
Controlling In-Vehicle Systems with a Commercial EEG Headset: Performance and Cognitive Load
D. Cernea, P.-S. Olech, A. Ebert, and A. Kerren
In Visualization of Large and Unstructured Data Sets - Applications in Geospatial Planning, Modeling and Engineering (VLUDS '12), pages 113-122, OpenAccess Series in Informatics (OASIcs), 2012. Schloss Dagstuhl--Leibniz-Zentrum für Informatik.
A. Kerren, H. Köstinger, and B. Zimmer
In Proceedings of the International Conference on Information Visualization Theory and Applications (IVAPP '12), pages 703-712, Rome, Italy, 2012. INSTICC.
Visualization of Mappings between the Gene Ontology and Cluster Trees
(post-print)
I. Jusufi, A. Kerren, V. Aleksakhin, and F. Schreiber
In
Proceedings of the SPIE 2012 Conference on Visualization and Data Analysis (VDA '12), SPIE 8294, 8294-0N,
Best Paper Award, Burlingame, CA, USA, 2012. IS&T/SPIE.
Measuring Subjectivity – Supporting Evaluations with the Emotiv EPOC Neuroheadset
(restricted)
D. Cernea, P.-S. Olech, A. Ebert, and A. Kerren
In Künstliche Intelligenz – KI Journal, Special Issue on Human-Computer Interaction, 26(2):177-182, 2012. Springer.
I. Jusufi, C. Klukas, A. Kerren, and F. Schreiber
In Information Visualization, 11(2):136-150, 2012. SAGE Publications.
Detecting Insight and Emotion in Visualization Applications with a Commercial EEG Headset
D. Cernea, A. Kerren, and A. Ebert
In Proceedings of the SIGRAD 2011 Conference on Evaluations of Graphics and Visualization - Efficiency, Usefulness, Accessibility, Usability, pages 53-60, Stockholm, Sweden, 2011. Linköping University Electronic Press.
An Interactive Web-based Visualization Tool in Action: User Testing and Usability Aspects
(post-print)
B. Vogel, A. Kurti, M. Milrad, and A. Kerren
In Proceedings of the 11th IEEE International Conference on Computer and Information Technology (CIT '11), pages 403-408, Pafos, Cyprus, 2011. IEEE Computer Society Press.
A. Kerren, M. Prangova, and C. Paradis
In Proceedings of the 15th International Conference on Information Visualisation (IV '11), pages 135-144, London, UK, 2011. IEEE Computer Society Press.
EEG-based Measurement of Subjective Parameters in Evaluations
(post-print)
D. Cernea, P.-S. Olech, A. Ebert, and A. Kerren
In Proceedings of the 14th International Conference on Human-Computer Interaction (HCII '11), poster paper, pages 279-283, volume 174 of CCIS, Orlando, Florida, USA, 2011. Springer.
Visual Network Analysis of Dynamic Metabolic Pathways
(post-print)
M. Rohrschneider, A. Ullrich, A. Kerren, P. F. Stadler, and G. Scheuermann
In Proceedings of the International Symposium on Visual Computing (ISVC '10), pages 316-327, volume 6453 of LNCS, Las Vegas, Nevada,
USA, 2010. Springer.
D.I.P. – A Digital Interactive Pinboard with Support for Smart Device Interaction
(restricted)
S. Thelen, D. Cernea, P.-S. Olech, A. Kerren, and A. Ebert
In Proceedings of the IASTED International Conference on Portable Lifestyle Devices (PLD '10), Marina Del Rey,
USA, 2010. IASTED, ACTA Press.
Comparative Visualization of User Flows in Voice Portals
(post-print)
B. Zimmer, D. Ackermann, M. Schröder, A. Kerren, and V. Ahlers
In Proceedings of the 18th International Symposium on Graph Drawing (GD '10), poster paper, pages 404-405, volume 6502 of LNCS, Konstanz, Germany, 2010. Springer.
3D Kiviat Diagrams for the Interactive Analysis of Software Metric Trends
(ACM Author-Izer)
A. Kerren and I. Jusufi
In Proceedings of the 5th ACM Symposium on Software Visualization (SoftVis '10), poster paper, pages 203-204, Salt Lake City, Utah, USA, 2010. ACM Press.
Visualization of Workaday Data Clarified by Means of Wine Fingerprints
(post-print)
A. Kerren
In Proceedings of the INTERACT '09 Workshop on Human Aspects
of Visualization, pages 92-107, volume 6431 of LNCS, Uppsala, Sweden, 2010. Springer.
I. Jusufi, Y. Dingjie, and A. Kerren
In Proceedings of the 14th International Conference on Information Visualisation (IV '10), pages 35-42, London, UK, 2010. IEEE Computer Society Press.
R3 – A Configurable Input Device for Free-Space Interaction
(in Romanian)
D. Cernea, A. Ebert, A. Kerren, and V. Morar
In Romanian Journal of Human-Computer Interaction, Special Issue: National Conference on HCI (RoCHI '10), Best Paper Award, vol. 3, pages 45-50, Matrix Rom, 2010. (in Romanian)
V.I.P. – Supporting Digital Earth Ideas through Visualization, Interaction and Presentation Screens
P.-S. Olech, D. Cernea, S. Thelen, A. Ebert, A. Kerren, and H. Hagen
In Proceedings of the 7th Taipei International Digital Earth Symposium (TIDES '10), pages 36-49, Taipei, Taiwan, 2010.
A Novel Grid-based Visualization Approach for Metabolic Networks with Advanced Focus&Context View
(post-print)
M. Rohrschneider, C. Heine, A. Reichenbach, A. Kerren, and G. Scheuermann
In Proceedings of the 17th International Symposium on Graph Drawing (GD '09), pages 268-279, volume 5849 of LNCS, Chicago, USA, 2009. Springer.
On Open Problems in Biological Network Visualization
(post-print)
M. Albrecht, A. Kerren, K. Klein, O. Kohlbacher, P. Mutzel, W. Paul, F. Schreiber, and M. Wybrow
In Proceedings of the 17th International Symposium on Graph Drawing (GD '09), pages 256-267, volume 5849 of LNCS, Chicago, USA, 2009. Springer.
K. Einsfeld, A. Ebert, A. Kerren, and M. Deller
In Information Visualization, 8(3):180-196, 2009. Palgrave Macmillan Ltd.
Novel Visual Representations for Software Metrics Using 3D and Animation
A. Kerren and I. Jusufi
In J. Münch, P. Liggesmeyer, editors, Software Engineering 2009 - Workshopband, pages 147-154, Lecture Notes in Informatics (LNI), Proceedings Vol. P-150, 2009. GI-Edition. ISBN: 9783885792444.
G. Rößling, L. Malmi, M. Clancy, M, Joy, A. Kerren, A. Korhonen, A. Moreno, T. Naps, R. Oechsle, A. Radenski,
R. J. Ross, and J. Á. Velázquez-Iturbide
In ACM SIGCSE Bulletin – inroads, 40(4):142-166, December 2008. ACM Press.
Visualization of Content and Semantical Relations of Geonotes
I. Jusufi, L. Junuzi, A. Kerren and M. Milrad
In Proceedings of the 8th IASTED International Conference on Visualization, Imaging, and Image Processing (VIIP '08), pages 131-136, Palma de Mallorca, Spain, 2008. IASTED, ACTA Press.
Visualization of Particle Interactions in Granular Media
H. A. Meier, M. Schlemmer, C. Wagner, A. Kerren, H. Hagen, E. Kuhl, and P. Steinmann
In IEEE Transactions on Visualization & Computer Graphics, 14(5):1110-1125, Sept/Oct, 2008. IEEE Computer Society.
Workshop Report: Information Visualization – Human-Centered Issues in Visual Representation, Interaction, and Evaluation (invited article)
(post-print)
A. Kerren, J. T. Stasko, J.-D. Fekete, and C. North
In Information Visualization, 6(3):189-196, 2007. Palgrave Macmillan Ltd.
Web-based Structured Hypermedia Algorithm Explanation System
(post-print)
E. Shakshuki, A. Kerren, and T. Müldner
In International Journal of Web Information Systems, 3(3):179-197, 2007. Emerald Group Publishing.
G. Rößling, T. Naps, M. S. Hall, V. Karavirta, A. Kerren, C. Leska, A. Moreno, R. Oechsle, S. H. Rodger, J. Urquiza-Fuentes, and J. Á. Velázquez-Iturbide
In ACM SIGCSE Bulletin – inroads, 38(4):166-181, December 2006. ACM Press.
A. Kerren, T. Müldner, and E. Shakshuki
In Proceedings of the 3rd ACM Symposium on Software Visualization (SoftVis '06), poster paper, pages 175-176, Brighton, UK, 2006. ACM Press.
Improving Strategy Parameters of Evolutionary Computations with Interactive Coordinated Views
A. Kerren
In Proceedings of the 6th IASTED International Conference on Visualization, Imaging, and Image Processing (VIIP '06), pages 88-93, Palma de Mallorca, Spain, 2006. IASTED, ACTA Press.
Explorative Analysis of Graph Pyramids Using Interactive Visualization Techniques
A. Kerren
In Proceedings of the 5th IASTED International Conference on Visualization, Imaging, and Image Processing (VIIP '05), pages 685-690, Benidorm, Spain, 2005. IASTED, ACTA Press.
Interactive Visualization of Graph Pyramids
A. Kerren
In M. Jünger, S. Kobourov, and P. Mutzel, editors, Graph Drawing, number 05191 in Dagstuhl Seminar Proceedings. Internationales Begegnungs- und Forschungszentrum (IBFI), Schloss Dagstuhl, Germany, 2005.
EAVis: A Visualization Tool for Evolutionary Algorithms
A. Kerren and T. Egger
In Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC '05), pages 299-301, Dallas, TX, USA, 2005. IEEE.
Using Structured Hypermedia to Explain Algorithms
T. Müldner, E. Shakshuki, A. Kerren, Z. Shen, and X. Bai
In Proceedings of the 3rd IADIS International Conference e-Society '05, pages 499-503, Qawra, Malta, 2005. IADIS.
A. Kerren
In Proceedings of the 9th Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE '04), pages 77-81, Leeds, UK, 2004. ACM.
Learning by Generation in Computer Science Education (invited article)
A. Kerren
Journal of Computer Science and Technology (JCS&T), 4(2):84-90, 2004.
DGCVis: An Exploratory 3D Visualization of Graph Pyramids
A. Kerren, F. Breier, and P. Kügler
In Proceedings of the 2nd International Conference on Coordinated and Multiple Views in Exploratory Visualization (CMV '04), pages
73-83, London, UK, 2004. IEEE Computing Society Press.
Exploratives Lernen durch partiell generierte Lehr- und Lernsoftware
A. Kerren
In Tagungsband zum Workshop Grundfragen multimedialer Lehre (GML '03), pages 153-163, Potsdam, Germany, 2003.
Animating Algorithms Live and Post Mortem
S. Diehl, C. Görg, and A. Kerren
In Software Visualization, volume 2269 of LNCS State-of-the-Art Survey, pages 46-57. Springer, 2002.
Generierung interaktiver Animationen von Berechnungsmodellen
S. Diehl and A. Kerren
Informatik - Forschung und Entwicklung, 17(1):12-20, 2002. Springer.
Reification of Program Points for Visual Execution
S. Diehl and A. Kerren
In Proceedings of the First IEEE International Workshop on Visualizing Software for Understanding and Analysis (VisSoft '02), pages
100-109, Paris, France, June 2002. IEEE Computing Society Press.
Preserving the Mental Map using Foresighted Layout
S. Diehl, C. Görg, and A. Kerren
In Proceedings of Joint Eurographics - IEEE TCVG Symposium on Visualization (VisSym '01), Eurographics, pages 175-184, Ascona, Switzerland, 2001. Springer.
S. Diehl and A. Kerren
In Proceedings of the 32nd ACM Technical Symposium on Computer Science Education (SIGCSE '01), pages 60-64, Charlotte, NC, USA, 2001. ACM.
Visual Exploration of Generation Algorithms for Finite Automata on the Web
S. Diehl, A. Kerren, and T. Weller
In Implementation and Application of Automata, volume 2088 of Lecture Notes on Computer Science, LNCS, pages 327-328. Springer, 2001.
Increasing Explorativity by Generation
S. Diehl and A. Kerren
In Proceedings of the AACE World Conference on Educational Multimedia, Hypermedia and Telecommunications (EDMEDIA '00), Montreal, Canada, 2000. AACE.
Visualisierung und Animation der semantischen Analyse von Programmen
A. Kerren
Informatica Didactica - Zeitschrift für fachdidaktische Grundlagen der Informatik, (1), 2000.
Animation of the Generation and Computation of Finite Automata for Learning Software
B. Braune, S. Diehl, A. Kerren, and R. Wilhelm
In Automata Implementation, Proceedings of the 4th International Workshop on Implementing Automata (WIA '99), volume 2214 of Lecture Notes on Computer Science, LNCS, pages 39-47, Potsdam, Germany, 1999. Springer.
Animation der semantischen Analyse
A. Kerren
In Tagungsband zur 8. GI Fachtagung Informatik und Schule (INFOS '99), Informatik aktuell, pages 108-120. Springer, 1999.
Visual Text Analytics (Dagstuhl Seminar 22191)
C. Collins, A. Fokkens, A. Kerren, C. Weaver, and A. Chatzimparmpas
In Dagstuhl Reports, 12(5):37-91, 2022. Schloss Dagstuhl - Leibniz-Zentrum für Informatik.
Z. Huang, K. Kucher, and A. Kerren
Poster Abstract, IEEE Visualization and Visual Analytics (VIS '22), Oklahoma City, USA (Hybrid), 2022.
D. Witschard, I. Jusufi, and A. Kerren
Poster Abstract, IEEE Visualization and Visual Analytics (VIS '21), online conference, 2021.
D. Witschard, I. Jusufi, and A. Kerren
Poster Abstract, in Posters of the 23rd EG/VGTC Conference on Visualization (EuroVis '21), pages 5-7, online conference, 2021.
Application of a Topic Model Visualisation Tool to a Second Language
M. Skeppstedt, M. Ahltorp, A. Kerren, R. Rzepka, and K. Araki
Extended Abstract. In Book of Abstracts of the CLARIN Annual Conference 2019, Leipzig, Germany, 2019.
K. Kucher and A. Kerren
Poster Abstract, in Posters of the 21th EG/VGTC Conference on Visualization (EuroVis '19), pages 29-31, Porto, Portugal, 2019.
A. Chatzimparmpas, R. M. Martins, and A. Kerren
Poster Abstract, IEEE Information Visualization (VIS '18), Berlin, Germany, 2018.
Application of Interactive Computer-Assisted Argument Extraction to Opinionated Social Media Texts
(ACM Author-Izer)
K. Kucher, M. Skeppstedt, and A. Kerren
Poster Abstract, in Proceedings of the 11th International Symposium on Visual Information Communication and Interaction (VINCI '18), pages 102-103, Växjö, Sweden, 2018. ACM Digital Library.
K. Kucher, C. Paradis, and A. Kerren
Poster Abstract, in
Posters of the 20th EG/VGTC Conference on Visualization (EuroVis '18), pages 49-51, Brno, Czech Republic, 2018.
Best Poster Award.
Identifying the Authors' National Variety of English in Social Media Texts
V. Simaki, P. Simakis, C. Paradis, and A. Kerren
Poster Abstract, Proceedings of the 11th Biennial Conference on Recent Advances in Natural Language Processing (RANLP '17), pages 671-678, Varna, Bulgaria, 2017. Association for Computational Linguistics.
Automatic Subject Classification for Improving Retrieval in a Swedish Repository
K. Golub, J. Tyrkkö, A. Kerren, I. Jusufi, and A. Ardö
Poster Abstract, 5th Biennial ISKO UK 2017 Conference on Knowledge Organization: What's the Story?, London, UK, 2017.
Language Processing Components of the StaViCTA Project
M. Skeppstedt, K. Kucher, C. Paradis, and A. Kerren
Abstract paper, in Proceedings of the Workshop on Logic and Algorithms in Computational Linguistics (LACompLing '17), pages 137-138, Stockholm, Sweden, 2017.
A. Kerren, K. Kucher, Y.-F. Li, and F. Schreiber
Poster Abstract, in Posters of the 19th EG/VGTC Conference on Visualization (EuroVis '17), pages 85-87, Barcelona, Spain, 2017.
Network Visualization for Digital Humanities: Two Case Studies of Visual Analyses for Text Analytics
I. Jusufi and A. Kerren
Abstract paper, in Book of Abstracts of the International Symposium on Digital Humanities, pages 39-43, Linnaeus University, Växjö, Sweden, 2016.
Methodology and Applications of Visual Stance Analysis: An Interactive Demo
K. Kucher, A. Kerren, C. Paradis, and M. Sahlgren
Demo abstract, in Book of Abstracts of the International Symposium on Digital Humanities, pages 56-57, Linnaeus University, Växjö, Sweden, 2016.
K. Kucher, A. Kerren, C. Paradis, and M. Sahlgren
Poster Abstract, in Posters of the EG/VGTC Conference on Visualization (EuroVis '16), pages 49-51, Groningen, The Netherlands, 2016.
Workshop on Emotion and Visualization: EmoVis 2016
(ACM Author-Izer)
A. Kerren, D. Cernea, and M. Pohl
Extended Abstract, Companion Publication of the 21st International Conference on Intelligent User Interfaces (IUI '16), Sonoma, CA, USA, 2016.
Finding Infrequent Phenomena in Large Corpora Using Distributional Semantics
M. Skeppstedt, C. Paradis, A. Kerren, and M. Sahlgren
Poster Abstract, Symposium on Methods and Linguistic Theories (MaLT '15), Bamberg, Germany, 2015.
New Perspectives on Gathering, Vetting and Employing Big Data from Online Social Media: An Interdisciplinary Approach
T. Schamp-Bjerede, C. Paradis, K. Kucher, A. Kerren, and M. Sahlgren
Abstract paper, 36th International Computer Archive of Modern and Medieval English Conference (ICAME 36), Trier, Germany, 2015.
Sensemaking and Provenance in Distributed Collaborative Node-Link Visualizations
B. Zimmer and A. Kerren
Abstract paper, IEEE VIS 2014 Workshop: Provenance for Sensemaking, Paris, France, 2014.
Applying Heat Maps in a Web-Based Collaborative Graph Visualization
(video)
B. Zimmer and A. Kerren
Poster Abstract, IEEE Information Visualization (InfoVis '14), Paris, France, 2014.
Text Visualization Browser: A Visual Survey of Text Visualization Techniques
(video)
K. Kucher and A. Kerren
Poster Abstract, IEEE Information Visualization (InfoVis '14), Paris, France, 2014.
K. Kucher, A. Kerren, C. Paradis, and M. Sahlgren
Poster Abstract, IEEE Visual Analytics Science and Technology (VAST '14), Paris, France, 2014.
Turning Face: Emoticons as Reinforcers/Attenuators
T. Schamp-Bjerede, C. Paradis, K. Kucher, A. Kerren, and M. Sahlgren
Poster Abstract, International Conference on Conceptual Structure, Discourse, and Language (CSDL '14), Santa Barbara, CA, USA, 2014.
Hedges and Tweets: Certainty and Uncertainty in Epistemic Markers in Microblog Feeds
T. Schamp-Bjerede, C. Paradis, A. Kerren, M. Sahlgren, K. Kucher, and A. Rahimi
Abstract paper, 47th Annual Meeting of the Societas Linguistica Europaea (SLE '14), Poznań, Poland, 2014.
The Signifier, Signified and Stance: Happy/Sad Emoticons as Emotionizers
T. Schamp-Bjerede, C. Paradis, A. Kerren, and M. Sahlgren
Poster Abstract, The First Conference of the International Association for Cognitive Semiotics (IACS '14), Lund, Sweden, 2014.
Visualizing Group Affective Tone in Collaborative Scenarios
D. Cernea, A. Ebert, and A. Kerren
Poster Abstract, EuroVis 14, Swansea, Wales, UK, 2014. Eurographics.
Interaction and Evaluation Techniques for Information Visualization: Future Directions
A. Kerren
In Proceedings of the 6th International Symposium on Visual Information Communication and Interaction (VINCI '13), pages 118-118, keynote abstract, Tianjin, China, 2013. ACM.
Information Visualization - Towards Multivariate Network Visualization (Dagstuhl Seminar 13201)
A. Kerren, H. C. Purchase, and M. O. Ward
In Dagstuhl Reports, 3(5):19-42, 2013. Schloss Dagstuhl - Leibniz-Zentrum für Informatik.
A New Radial Space-Filling Visualization Approach for Planar st-Graphs
I. Jusufi, A. Kerren, and Y. Wang
Poster Abstract, IEEE VisWeek 12, Seattle, WA, USA, 2012.
CluMa-GO: Bring Gene Ontologies and Hierarchical Clusterings Together
A. Kerren, I. Jusufi, V. Aleksakhin, and F. Schreiber
Extended Abstract, BioVis 11, Providence, RI, USA, 2011.
Interactive Exploration and Analysis of Network Centralities
A. Kerren and H. Köstinger
Interactive Poster, EuroVis 11, Bergen, Norway, 2011.
Information Visualization - State of the Field and New Research Directions
(restricted)
A. Kerren, C. Plaisant, and J. T. Stasko
In Information Visualization, 10(4):269-270, 2011. SAGE Publications.
Interactive Navigation in Interconnected Biochemical Pathways
I. Jusufi, C. Klukas, A. Kerren, and F. Schreiber
Interactive Poster, IEEE InfoVis 10, Salt Lake City, Utah, USA, 2010.
10241 Executive Summary - Information Visualization
A. Kerren, C. Plaisant, and J. T. Stasko
In Dagstuhl Seminar Proceedings. Information Visualization, 10241, 2010. Schloss Dagstuhl.
10241 Abstracts Collection - Information Visualization
A. Kerren, C. Plaisant, and J. T. Stasko
In Dagstuhl Seminar Proceedings. Information Visualization, 10241, 2010. Schloss Dagstuhl.
Challenges in Human-Centered Information Visualization: Introduction to the Special Issue
(post-print)
X. Lin, A. Kerren, and J. Zhang
In Information Visualization, 8(3):137-138, 2009. Palgrave Macmillan Ltd.
GNV System: A Tool for Visualizing Geo-tagged Data
A. Kerren, I. Jusufi, and M. Milrad
Interactive Poster, IEEE InfoVis 08, Columbus, Ohio, USA, 2008.
07221 Executive Summary - Information Visualization: Human-Centered Issues in Visual Representation, Interaction, and Evaluation
A. Kerren, J. T. Stasko, J.-D. Fekete and C. North
In Dagstuhl Seminar Proceedings. Information Visualization: Human-Centered Issues in Visual Representation, Interaction, and Evaluation, 07221, 2007. Schloss Dagstuhl.
07221 Abstracts Collection - Information Visualization: Human-Centered Issues in Visual Representation, Interaction, and Evaluation
A. Kerren, J. T. Stasko, J.-D. Fekete and C. North
In Dagstuhl Seminar Proceedings. Information Visualization: Human-Centered Issues in Visual Representation, Interaction, and Evaluation, 07221, 2007. Schloss Dagstuhl.
Visualization Tool for Evolutionary Algorithms
T. Egger and A. Kerren
Interactive Poster, ACM SoftVis 03, San Diego, CA, USA, 2003.
Tagungsbericht über den GI-Workshop Softwarevisualisierung 2000
S. Diehl, A. Kerren, and K. Mehner
In Softwaretechnik-Trends, 20(4), GI, 2000.
Multimediagestütztes Lehren im Hochschulbereich – Möglichkeiten in der Lehrerausbildung
A. Kerren, R. Wilhelm, and S. Diehl
Abschlußbericht des MALL-Projekts, Universität des Saarlandes, Saarbrücken, 2000.
Neue Formen des Lernens durch GANIMAL
A. Kerren
In campus -- Die Universitätszeitschrift, Ausgabe 2, Universität des Saarlandes, Saarbrücken, 2000.
2dtfp - Ein 2DT-FP-Compiler für den Hypercube Intel i860
J. Wolter and A. Kerren
Fortgeschrittenenpraktikum, Universität des Saarlandes, Saarbrücken, 1994.
![[Picture of Dr. Andreas Kerren]](graphics/ak_300.jpg)