The iVis Group @ Linköping University

2025

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction
(paper)

H. Jeon, H. Lee, Y.-H. Kuo, T. Yang, D. Archambault, S. Ko, T. Fujiwara, K.-L. Ma, and J. Seo

In Proceedings of the 27th Eurographics Conference on Visualization (EuroVis '25), short paper track, Luxembourg City, Luxembourg, 2025 (to appear).

Uncovering How Scatterplot Features Skew Visual Class Separation
(doi, open access) (code repository)

S. S. Bae*, T. Fujiwara*, C. Tseng*, and D. A. Szafir (*equally contributed)

In Proceedings of CHI, article no. 681, 21 pages, 2025. ACM.

Unveiling High-dimensional Backstage: A Survey for Reliable Visual Analytics with Dimensionality Reduction
(doi, open access) (online survey browser)

H. Jeon, H. Lee, Y.-H. Kuo, T. Yang, D. Archambault, S. Ko, T. Fujiwara, K.-L. Ma, and J. Seo

In Proceedings of CHI, article no. 394, 24 pages, 2025. ACM.

TangibleNet: Synchronous Network Data Storytelling through Tangible Interactions in Augmented Reality
(doi, open access) (video)

K. Takahira, K.-K. Wong, L. Yang, X. Xu, T. Fujiwara, and H. Qu

In Proceedings of CHI, article no. 233, 18 pages, 2025. ACM.

Visual Analytics for Multivariate Time-Series Data Using Interactive Dimensionality Reduction Methods
(paper)

M. Emmei, N. Okami, T. Fujiwara, N. Sakamoto, and J. Nonaka

In Proceedings of PacificVis (short paper, Visualization Meets AI Workshop), 2025. IEEE.

Exploring Similarity Patterns in a Large Scientific Corpus
(doi) (video) (code repository)

D. Witschard, I. Jusufi, K. Kucher, and A. Kerren

In PLOS ONE, 20(4), article e0321114, 25 pages, 2025. Public Library of Science.

Visually Guided Extraction of Prevalent Topics
(doi) (video) (code repository)

D. Witschard, I. Jusufi, K. Kucher, and A. Kerren

In Information Visualization, 24(2):179-198, 2025. Sage Publications.

Using Similarity Network Analysis to Improve Text Similarity Calculations
(doi) (code repository)

D. Witschard, K. Kucher, I. Jusufi, and A. Kerren

In Applied Network Science, 10:8, 22 pages, 2025. Springer Nature.

No Robot is an Island - What Properties Should an Autonomous System Have in Order to be Resilient?
(doi)

B. Johansson and J. Lundberg

In Theoretical Issues in Ergonomics Science, 26(2):197-216, 2025. Taylor & Francis.

Towards Visual Analytics for Explainable AI in Industrial Applications
(doi) (supplementary material)

K. Kucher, E. Zohrevandi, and C. Westin

In Analytics, 4(1):7, 30 pages, 2025. MDPI.

Designing Explainable and Counterfactual-Based AI Interfaces for Operators in Process Industries
(doi) (paper) (supplementary material)

Y. Zhang, L. Methnani, E. Brorsson, E. Zohrevandi, A. Darnell, and K. Kucher

In Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP '25) - Volume 1: GRAPP, HUCAPP and IVAPP, short paper track, pages 831-842, Porto, Portugal, 2025. SciTePress.

A Survey on Swedish Maritime Pilots' Trust, Training, Understanding, and Use of the Portable Pilot Unit's Predictor Automation
(doi)

C. Westin and J. Lundberg

In Cognition, Technology & Work, 2025. Springer Nature.

Adversarial Attacks on Machine Learning-Aided Visualizations
(doi) (post-print) (code repository)

T. Fujiwara, K. Kucher, J. Wang, R. M. Martins, A. Kerren, and A. Ynnerman

In Journal of Visualization, 28(1):133-151, 2025. Springer.

Revealing Interaction Dynamics: Multi-Level Visual Exploration of User Strategies with an Interactive Digital Environment
(doi) (post-print) (supplementary material)

P. Yu, A. Nordman, M. Koc-Januchta, K. Schönborn, L. Besançon, and K. Vrotsou

In IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE VIS 2024, St. Pete Beach, Florida, USA), 31(1):831-841, 2025. IEEE Computer Society.

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2024

Enhancing Innovation in Aviation: Applying the Triple Helix Model and PMBOK in the UAE-Sweden Partnership
(doi)

A. Shikhli, Z. Tahboub, A. Cheaitou, I. Alsyouf, J. Lundberg, L. Sales, B. Josefsson, and R. Tasfia

In Technology in Society, 79, article 102713, 2024. Elsevier.

Artificial Intelligence in Support of Weather Warnings and Climate Adaptation
(doi)

T.-S. Neset, K. Vrotsou, L. Andersson, C. Navarra, F. Schück, M. M. Edström, C. Rydholm, C. G. Vilaro, K. Kucher, and B.-O. Linnér

In Climate Risk Management, 46, article 100673, 2024. Elsevier.

Glyph Design for Communication Initiation in Real-Time Human-Automation Collaboration
(doi)

M. Nylin, J. Lundberg, M. Bång, and K. Kucher

In Visual Informatics, 8(4):23-35, 2024. Elsevier.

Visual Analytics of Multivariate Networks with Representation Learning and Composite Variable Construction
(doi) (post-print)

H.-Y. Lu, T. Fujiwara, M.-Y. Chang, Y.-C. Fu, A. Ynnerman, and K.-L. Ma

In IEEE Transactions on Visualization and Computer Graphics, 2024 (Early Access). IEEE Computer Society.

GhostUMAP: Measuring Pointwise Instability in Dimensionality Reduction
(doi) (post-print) (GitHub repository)

M. Jung, T. Fujiwara, and J. Jo

In Proceedings of IEEE VIS 2024 (short papers), pages 156-160, St. Pete Beach, Florida, USA, 2024.

Visualization and Automation in Data Science: Exploring the Paradox of Humans-in-the-Loop
(doi) (post-print)

J. Rogers, M. Anastacio, J. Bernard, M. Chakhchoukh, R. Faust, A. Kerren, S. Koch, L. Kotthoff, C. Turkay, and E. Wall

In Proceedings of the 10th IEEE Symposium on Visualization in Data Science (VDS '24) at IEEE VIS '24, short paper track, 5 pages, St. Pete Beach, Florida, USA, 2024. IEEE Computer Society. Best Paper Award.

Design of a Real-Time Visual Analytics Decision Support Interface to Manage Air Traffic Complexity
(doi)

E. Zohrevandi, K. Vrotsou, C. Westin, J. Lundberg, and A. Ynnerman

In Proceedings of IEEE VIS 2024, short paper track, pages 301-305, Tampa Bay, Florida, USA (Virtual), 2024. IEEE.

End-to-end Drone Route Planning in Flexible Airspace Design
(doi)

K. Lundin Palmerius, A. Uggla, G. Fylkner, and J. Lundberg

In Transportation Research Interdisciplinary Perspectives, 27, article 101219, 2024. Elsevier.

UTM City—Visualization of Unmanned Aerial Vehicles
(paper)

J. Johansson Westberg, K. Lundin Palmerius, and J. Lundberg

In ComputingEdge, 10(9):41-47, 2024. IEEE. This article originally appeared in IEEE CG&A 42(5):84-89, 2022.

Beyond Text and Speech in Conversational Agents: Mapping the Design Space of Avatars
(doi) (online tool)

M. Rashik, M. Jasim, K. Kucher, A. Sarvghad, and N. Mahyar

In Proceedings of the ACM Designing Interactive Systems Conference (DIS '24), pages 1875–1894, Copenhagen, Denmark, 2024. ACM.

AI för klimatanpassning: Hur kan nya digitala teknologier stödja klimatanpassning?
(doi)

T.-S. Neset, L. Andersson, M. M. Edström, K. Vrotsou, C. G. Vilaro, C. Navarra, K. Kucher, F. Schück, C. Rydholm, J. Unger, and B.-O. Linnér

Report, in CSPR Brief, 2024. Linköping University Electronic Press.

Where Visualization Fails, Sonification Speaks
(doi) (paper) (poster) (video)

N. Rönnberg

Poster Abstract, in Poster Proceedings of the 26th Eurographics Conference on Visualization (EuroVis '24), Odense, Denmark, 2024. The Eurographics Association.

Supporting Astrophysical Visualization with Sonification
(doi) (paper) (poster)

I. Gorenko, L. Besançon, C. Forsell, and N. Rönnberg

Poster Abstract, in Poster Proceedings of the 26th Eurographics Conference on Visualization (EuroVis '24), Odense, Denmark, 2024. The Eurographics Association.

Visual Analysis of Power Plant Data for European Countries
(doi) (paper) (poster) (video)

J. Wang, K. Kucher, and A. Kerren

Poster Abstract, in Poster Proceedings of the 26th Eurographics Conference on Visualization (EuroVis '24), Odense, Denmark, 2024. The Eurographics Association.

Towards a Visual Analytics System for Emotion Trajectories in Multiparty Conversations
(doi) (paper) (poster) (video)

Z. Huang, K. Kucher, and A. Kerren

Poster Abstract, in Poster Proceedings of the 26th Eurographics Conference on Visualization (EuroVis '24), Odense, Denmark, 2024. The Eurographics Association.

Proceedings of EuroVis '24 Posters
(Front Matter)

K. Kucher, A. Diehl, and C. Gillmann (Eds.)

Poster Proceedings of the 26th Eurographics Conference on Visualization (EuroVis '24), Odense, Denmark, May 27-31, 2024. The Eurographics Association. ISBN 978-3-03868-258-5.

Visual Analysis of Humor Assessment Annotations for News Headlines in the Humicroedit Data Set
(doi) (paper) (video)

K. Kucher, E. Akkurt, J. Folde, and A. Kerren

In Proceedings of the 1st Workshop on Visualization for Natural Language Processing (Vis4NLP '24) at EuroVis '24, Odense, Denmark, 2024. The Eurographics Association.

Matrix Snap&Go: Visualization of Paths on Matrices
(doi) (paper) (video) (online tool)

Z. Huang, D. Archambault, R. Borgo, and A. Kerren

In Proceedings of the 26th Eurographics Conference on Visualization (EuroVis '24), short paper track, Odense, Denmark, 2024. The Eurographics Association.

Integrating Sonification and Visualization — But Why?
(doi) (panel abstract)

A. Rind, K. Enge, M. Iber, N. Rönnberg, S. Lenzi, E. Elmquist, V. Caiola, F. Lan, R. Höldrich, and W. Aigner

Panel Abstract, in Panels of the 26th Eurographics Conference on Visualization (EuroVis '24), Odense, Denmark, 2024. The Eurographics Association.

Open Your Ears and Take a Look: A State-of-the-Art Report on the Integration of Sonification and Visualization
(doi) (paper) (supplementary material) (corpus metadata)

K. Enge, E. Elmquist, V. Caiola, N. Rönnberg, A. Rind, M. Iber, S. Lenzi, F. Lan, R. Höldrich, and W. Aigner

In Computer Graphics Forum (Proceedings of the 26th Eurographics Conference on Visualization, EuroVis '24, STAR track, Odense, Denmark), 43(3):e15114, 2024. Wiley.

From Word Clouds to Word Rain: Revisiting the Classic Word Cloud to Visualize Climate Change Texts
(doi) (Github repository)

M. Skeppstedt, M. Ahltorp, K. Kucher, and M. Lindström

In Information Visualization, 23(3):217–238, 2024. Sage.

DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision Stumps
(doi) (post-print) (video)

A. Chatzimparmpas, R. M. Martins, A. C. Telea, and A. Kerren

In Computer Graphics Forum, 43(6):e15004, 19 pages, 2024. Wiley.

Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023
(doi) (post-print) (online tool)

A. Chatzimparmpas, K. Kucher, and A. Kerren

In IEEE Computer Graphics and Applications, 44(3):99–113, 2024. IEEE Computer Society.

Modelling Situated Intent for Human-Autonomy Teaming: A Human-Centric Approach
(doi)

J. Hammarbäck, B. Johansson, J. Alfredson, and J. Lundberg

In Theoretical Issues in Ergonomics Science, 25(6):731-752, 2024. Taylor & Francis.

Modelling Operator Control Work Across Traffic Management Domains: Implications for Interaction Design
(doi)

J. Lundberg, M. Nylin, G. Praetorius, A. Jansson, and M. Bång

In Cognition, Technology & Work, 26:281-299, 2024. Springer.

Visualization of Swedish News Articles: A Design Study
(doi) (paper)

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 1: GRAPP, HUCAPP and IVAPP, short paper track, pages 670-677, Rome, Italy, 2024. SciTePress.

My Synthetic Wingman Must Understand Me: Modelling Intent for Future Manned–Unmanned Teaming
(doi)

J. Hammarbäck, J. Alfredson, B. Johansson, and J. Lundberg

In Cognition, Technology & Work, 26:107-126, 2024. Springer.

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, 2024. Frontiers Media S.A.

A Computational Design Pipeline to Fabricate Sensing Network Physicalizations
(doi) (post-print) (project page)

S. S. Bae, T. Fujiwara, A. Ynnerman, E. Y.-L. Do, M. L. Rivera, and D. A. Szafir

In IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE VIS 2023, Melbourne, Australia), 30(1):913-923, 2024. IEEE Computer Society. Best Paper Honorable Mention.

2D, 2.5D, or 3D? An Exploratory Study on Multilayer Network Visualisations in Virtual Reality
(doi) (post-print) (supplementary material)

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.

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2023

Flexible Automation in Air Traffic Control Through Adaptation of Human-Automation Collaboration
(doi) (PDF)

M. Nylin

PhD thesis, Linköping Studies in Science and Technology, Dissertation No. 2343, Linköping, December 2023.

Design of an Ecological Visual Analytics Interface for Operators of Time-Constant Processes
(doi)

E. Zohrevandi, E. Brorsson, A. Darnell, M. Bång, J. Lundberg, and A. Ynnerman

In Proceedings of IEEE VIS 2023, short paper track, pages 131-135, Melbourne, Australia, 2023. IEEE Computer Society.

Using Social-Media-Network Ties for Predicting Intended Protest Participation in Russia
(doi)

E. Kopacheva, M. Fatemi, and K. Kucher

In Online Social Networks and Media, 37–38:100273, 2023. Elsevier.

Towards a Volunteered Geographic Information-Facilitated Visual Analytics Pipeline to Improve Impact-Based Weather Warning Systems
(doi)

K. Vrotsou, C. Navarra, K. Kucher, I. Fedorov, F. Schück, J. Unger, and T.-S. Neset

In Atmosphere, 14(7):1141, 2023. MDPI AG.

Contrastive Multiple Correspondence Analysis (cMCA): Using Contrastive Learning to Identify Latent Subgroups in Political Parties
(doi, free access) (post-print)

T. Fujiwara and T.-P. Liu

In PLOS ONE, 18(7):e0287180 (20 pages), 2023.

VA + Embeddings STAR: A State-of-the-Art Report on the Use of Embeddings in Visual Analytics
(doi) (paper) (supplementary material) (video) (online tool)

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.

Visualizations Using Neural Networks

T. Fujiwara

In Journal of The Japan Society for Simulation Technology, 42(2):83-88, 2023 (in Japanese).

Reflections on the Developments of Visual Analytics Systems for the K Computer System Log Data
(doi) (post-print)

J. Nonaka, K. Fujita, T. Fujiwara, N. Sakamoto, K. Yamamoto, M. Terai, T. Tsukamoto, and F. Shoji

In Proceedings of the VisGap Symposium, pages 11-18, Leipzig, 2023. The Eurographics Association.

Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks
(doi, free access) (post-print)

Y. Li, J. Wang, T. Fujiwara, and K.-L. Ma

In ACM Transactions on Interactive Intelligent Systems, 13(4):20, 26 pages, 2023.

Feature Learning for Nonlinear Dimensionality Reduction toward Maximal Extraction of Hidden Patterns
(doi) (post-print)

T. Fujiwara, Y.-H. Kuo, A. Ynnerman, and K.-L. Ma

In Proceedings of the 16th IEEE Pacific Visualization Symposium (PacificVis '23), pages 122-131, Seoul, Korea, 2023. IEEE.

Interactive Transformations and Visual Assessment of Noisy Event Sequences: An Application in En-Route Air Traffic Control
(doi)

P. Yu, A. Nordman, L. Meyer, S. Boonsong, and K. Vrotsou

In Proceedings of the 16th IEEE Pacific Visualization Symposium (PacificVis '23), pages 92-101, Seoul, Korea, 2023. IEEE.

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) (post-print) (code repository)

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) (paper)

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.

HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques
(doi) (paper) (post-print) (video)

A. Chatzimparmpas, F. V. Paulovich, and A. Kerren

In Computer Graphics Forum, 42(1):135-154, 2023. Wiley.

VisRuler: Visual Analytics for Extracting Decision Rules from Bagged and Boosted Decision Trees
(doi) (paper) (post-print) (video)

A. Chatzimparmpas, R. M. Martins, and A. Kerren

In Information Visualization, 22(2):115-139, 2023. Sage.

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2022

Visual Text Analytics (Dagstuhl Seminar 22191)
(doi) (PDF)

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.

A Visual Analytics Pipeline for the Identification and Exploration of Extreme Weather Events from Social Media Data
(doi)

L. Styve, C. Navarra, J.M. Petersen, T-S. Neset, K. Vrotsou

In Climate, 10(11):174, 2022. MDPI AG.

Mapping the Decision-Making Process of Conflict Detection and Resolution in En-Route Control: An Eye-tracking based approach
(paper)

L. Meyer, S. Boonsong, B. Josefsson, A. Nordman, K. Vrotsou, C. Westin, K.J. Klang, and J. Lundberg

In Proceedings of SESAR Innovation Days 2022, Budapest, Hungary, 2022.

Stance Classification of Social Media Texts for Under-Resourced Scenarios in Social Sciences
(doi)

V. Yantseva and K. Kucher

In Data, 7(11):159, 2022. MDPI AG.

A Model for Types and Levels of Automation in Visual Analytics: a Survey, a Taxonomy, and Examples
(doi)

V. Domova and K. Vrotsou

IEEE Transactions on Visualization and Computer Graphics, 29(8):3550-3568, 2022. IEEE Computer Society.

An Interdisciplinary Perspective on Evaluation and Experimental Design for Visual Text Analytics: Position Paper
(doi) (post-print)

K. Kucher, N. Sultanum, A. Daza, V. Simaki, M. Skeppstedt, B. Plank, J.-D. Fekete, and N. Mahyar

In Proceedings of the IEEE Workshop on Evaluation and Beyond — Methodological Approaches to Visualization (BELIV '22), Oklahoma City, USA (Hybrid), 2022. IEEE.

A Visual Analytics Method for Time-Series Log Data Using Multiple Dimensionality Reduction
(doi, free access)

K. Fujita, N. Sakamoto, T. Fujiwara, T. Tsukamoto, and J. Nonaka

In Journal of Advanced Simulation in Science and Engineering, 9(2):206-219, 2022. Japan Society for Simulation Technology.

Towards an Exploratory Visual Analytics System for Multivariate Subnetworks in Social Media Analysis
(paper) (poster) (video)

Z. Huang, K. Kucher, and A. Kerren

Poster Abstract, IEEE Visualization and Visual Analytics (VIS '22), Oklahoma City, USA (Hybrid), 2022.

Linköping Studies in Science and Technology. Dissertation No. 2257/2022

Real-Time Visual Analytics Interfaces to Strengthen Human-Automation Collaboration
(doi) (PDF)

E. Zohrevandi

PhD thesis, Linköping Studies in Science and Technology, Dissertation No. 2257, Linköping, October 2022.

Supporting Data Interaction and Hybrid Asymmetric Collaboration Using Virtual Reality Within the Context of Immersive Analytics
(home) (PDF)

N. Reski

PhD thesis, Linnaeus University Dissertations, No. 459/2022, Växjö, September 2022.

Interactive Optimization of Embedding-based Text Similarity Calculations
(doi) (paper) (code repository)

D. Witschard, I. Jusufi, R. M. Martins, K. Kucher, and A. Kerren

In Information Visualization, 21(4):335-353, 2022. Sage.

Computer Vision, Imaging and Computer Graphics - Theory and Applications
(doi) (Front Matter) (Back Matter)

K. Bouatouch, A.A. de Sousa, M. Chessa, A. Paljic, A. Kerren, C. Hurter, G.-M. Farinella, P. Radeva, and J. Braz (Eds.)

15th International Joint Conference, VISIGRAPP 2020, Valletta, Malta, February 27-29, 2020, Revised Selected Papers. Volume 1474 of Communications in Computer and Information Science (CCIS), Springer, 2022. ISBN 978-3-030-94892-4.

Exploring Effects of Ecological Visual Analytics Interfaces on Experts' and Novices' Decision‐Making Processes: A Case Study in Air Traffic Control
(doi) (supplementary material)

E. Zohrevandi, C. Westin, K. Vrotsou, and J. Lundberg

In Computer Graphics Forum (Proceedings of the 24th EG/VGTC Conference on Visualization, EuroVis '22), Rome, Italy), 41(3):453-464, 2022. Wiley.

Evaluating StackGenVis with a Comparative User Study
(doi)

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.

Reduced Autonomy Workspace (RAW) – An Interaction Design Approach for Human-Automation Cooperation
(doi)

M. Nylin, J. Johansson Westberg, and J. Lundberg

In Cognition, Technology & Work, 24:261–273, 2022. Springer.

FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches
(doi) (post-print) (video) (replicability stamp)

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.

Design and Evaluation Study of Visual Analytics Decision Support Tools in Air Traffic Control
(doi) (supplementary material)

E. Zohrevandi, C. Westin, J. Lundberg, and A. Ynnerman

In Computer Graphics Forum, 41(1):230-242, 2022. Wiley.

Task-Based Evaluation of Sentiment Visualization Techniques
(doi) (PDF)

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
(doi) (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
(doi)

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.

To Explore What Isn’t There — Glyph-based Visualization for Analysis of Missing Values
(doi)

S. Johansson Fernstad and J. Johansson Westberg

In IEEE Transactions on Visualization and Computer Graphics, 28(10):3513-3529, 2022. IEEE Computer Society.

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2021

Self-Similarity of Twitter Users
(doi)

M. Fatemi, K. Kucher, M. Laitinen, and P. Fränti

In Proceedings of the 2021 Swedish Workshop on Data Science (SweDS21), online workshop, 2021. IEEE.

Machine Learning for Social Sciences: Stance Classification of User Messages on a Migrant-Critical Discussion Forum
(doi)

V. Yantseva and K. Kucher

In Proceedings of the 2021 Swedish Workshop on Data Science (SweDS21), online workshop, 2021. IEEE.

Proceedings of SweDS21
(doi)

R. M. Martins, M. Ericsson, D. Weyns, and K. Kucher (Eds.)

Proceedings of the 2021 Swedish Workshop on Data Science (SweDS21), online workshop, December 2–3, 2021. IEEE. ISBN 978-1-6654-1830-0.

A Research Agenda for Smarter Cyber-Physical Systems
(doi) (paper)

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.

Dynamic Ranking of IEEE VIS Author Importance
(paper) (poster) (video) (code repository)

D. Witschard, I. Jusufi, and A. Kerren

Poster Abstract, IEEE Visualization and Visual Analytics (VIS '21), online conference, 2021.

Empirical Study: Visual Analytics for Comparing Stacking to Blending Ensemble Learning
(doi)

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.

Visual Analysis of Multilayer Networks
(doi)

F. McGee, B. Renoust, D. Archambault, M. Ghoniem, A. Kerren, B. Pinaud, M. Pohl, B. Otjacques, G. Melançon, T. von Landesberger

Volume 11 of Synthesis Lectures on Visualization, Morgan & Claypool Publishers, 2021. ISBN 9781636391434.

Evaluation of an AoI Mapping and Analysis Tool for the Identification of Visual Scan Pattern
(doi)

L. Meyer, B. Josefsson, K. Vrotsou, C. Westin, and J. Lundberg

In Proceedings of the IEEE/AIAA 40th Digital Avionics Systems Conference (DASC '21), pages 1-8, San Antonio, USA, 2021. IEEE.

A Progressive Development of a Visual Analysis Interface of Climate-related VGI
(doi)

C. Navarra, K. Vrotsou, T. Opach, A. Joling, J. Wilk, and T.-S. Neset

In Environmental Earth Sciences, 80:684, 2021. Springer.

Visualizing Thermal Comfort in Residential Passive House Designs
(doi)

K. Vrotsou and W. Glad

In e-Energy '21: Proceedings of the Twelfth ACM International Conference on Future Energy Systems, pages 412-416, online conference, 2021. ACM.

The Situational Conditions of Suicide in Transit Environments: An Analysis Using CCTV Footage
(doi)

V. Ceccato, D.J. Wiebe, K. Vrotsou, U. Nyberg, and A. Grundberg

In Journal of Transport & Health, 20:100976, 2021.

VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization
(doi) (paper) (post-print) (video)

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.

SimBaTex: Similarity-based Text Exploration
(doi) (paper) (poster) (video)

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.

Project in Visualization and Data Analysis: Experiences in Designing and Coordinating the Course
(doi) (paper)

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 39-44, online conference, 2021. The Eurographics Association.

Visualisering och bildbehandling
(home)

A. Kerren and W. Löwe

In G. Petersson, M. Rydmark, and A. Thurin (Eds.), Medicinsk Informatik, pages 95-110, Liber, 2021.

Towards Visual Sociolinguistic Network Analysis
(doi) (paper)

K. Kucher, M. Fatemi, and M. Laitinen

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 248-255, online conference, 2021. SciTePress.

A Statement Report on the Use of Multiple Embeddings for Visual Analytics of Multivariate Networks
(doi) (paper)

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.

StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics
(doi) (post-print) (video) (presentation video)

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.

Toward a Quantitative Survey of Dimension Reduction Techniques
(doi) (post-print) (supplementary material)

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.

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2020

Women's Mobility and the Situational Conditions of Rape: Cases Reported to Hospitals
(doi)

V. Ceccato, D.J. Wiebe, B. Eshraghi, and K. Vrotsou

In Journal of Interpersonal Violence, 35(15–16):2917–2946, 2020.

Attention Support with Soft Visual Cues in Control Room Environments
(doi) (paper)

M. Nylin, J. Lundberg and J. Johansson

In Proceedings of the 24th International Conference on Information Visualisation (IV '20), pages 160-165, online conference, 2020. IEEE.

"Oh, That's Where You Are!" – Towards a Hybrid Asymmetric Collaborative Immersive Analytics System
(doi) (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
(doi) (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.

StanceVis Prime: Visual Analysis of Sentiment and Stance in Social Media Texts
(doi) (paper) (video)

K. Kucher, R. M. Martins, C. Paradis, and A. Kerren

In Journal of Visualization, 23(6):1015-1034, 2020. Springer.

Annotating Speaker Stance in Discourse: The Brexit Blog Corpus
(doi) (paper) (corpus data)

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.

Design of a Real Time Visual Analytics Support Tool for Conflict Detection and Resolution in Air Traffic Control
(doi) (video)

E. Zohrevandi, C. Westin, J. Lundberg, and A. Ynnerman

In Proceeedings of the 22nd EG/VGTC Conference on Visualization (EuroVis '20), short paper track, pages 31-35, Norrköping, Sweden, 2020. Eurographics.

The State of the Art in Enhancing Trust into Machine Learning Models with the Use of Visualizations
(doi) (paper) (supplementary material) (online tool)

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.

t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections
(doi) (post-print) (video) (online tool)

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
(doi) (paper)

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.

Computer Vision, Imaging and Computer Graphics - Theory and Applications
(home) (front matter) (back matter)

A.-P. Cláudio, K. Bouatouch, M. Chessa, A. Paljic, A. Kerren, C. Hurter, A. Tremeau, G.-M. Farinella (Eds.)

14th International Joint Conference, VISIGRAPP 2019, Prague, Czech Republic, February 25-27, 2019, Revised Selected Papers. Volume 1182 of Communications in Computer and Information Science (CCIS), Springer, 2020. ISBN 978-3-030-41589-1.

Proceedings of IVAPP 2020, February 27-29, 2020, Valletta, Malta
(home) (front matter) (back matter)

A. Kerren, C. Hurter, and J. Braz (Eds.)

Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP '20) - Volume 3: IVAPP, Valletta, Malta, February 27-29, 2020. SciTePress. ISBN 978-989-758-402-2.

Open Data Exploration in Virtual Reality: A Comparative Study of Input Technology
(doi, open access)

N. Reski and A. Alissandrakis

In Virtual Reality, 24 (22 pages), 2020. Springer Nature.

A Survey of Surveys on the Use of Visualization for Interpreting Machine Learning Models
(doi) (paper)

A. Chatzimparmpas, R. M. Martins, I. Jusufi, and A. Kerren

In Information Visualization, 19(3):207-233, 2020. Sage.

A Study of Mental Maps in Immersive Network Visualization
(doi) (post-print) (presentation video)

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.

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2019

Visualising and Evaluating the Effects of Combining Active Learning with Word Embedding Features
(PDF)

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
(home) (PDF)

M. Pohl and A. Kerren

In Proceedings of the 1st Workshop on Visualization of Multilayer Networks (MLNVIS '19) at IEEE VIS '19, Vancouver, BC, Canada, 2019.

Application of a Topic Model Visualisation Tool to a Second Language
(paper)

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.

Visualization of Complex Situations to Strengthen Human-Automation Collaboration
(doi)

E. Zohrevandi

In Proceedings of the 31st European Conference on Cognitive Ergonomics ‘Design for Cognition' (ECCE '19), pages 14-18, Belfast, UK, 2019. ACM.

Computer Vision, Imaging and Computer Graphics - Theory and Applications
(home) (Front Matter) (Back Matter)

D. Bechmann, M. Chessa, A.-P. Cláudio, F. Imai, A. Kerren, P. Richard, A. Telea, and A. Tremeau (Eds.)

International Joint Conference, VISIGRAPP 2018, Funchal--Madeira, Portugal, January 27-29, 2018, Revised Selected Papers. Volume 997 of Communications in Computer and Information Science (CCIS), Springer, 2019. ISBN 978-3-030-26755-1.

Text Visualization Revisited: The State of the Field in 2019
(doi) (paper) (poster)

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.

Finding Reasons for Vaccination Hesitancy: Evaluating Semi-Automatic Coding of Internet Discussion Forums
(doi)

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.

Sentiment and Stance Visualization of Textual Data for Social Media
(home) (PDF) (Post-print)

K. Kucher

PhD thesis, Linnaeus University Dissertations, No 347/2019, Växjö, April 2019.

Proceedings of IVAPP 2019, February 25-27, 2019, Prague, Czech Republic
(home) (Front Matter) (Back Matter)

A. Kerren, C. Hurter, and J. Braz (Eds.)

Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP '19) - Volume 3: IVAPP, Prague, Czech Republic, February 25-27, 2019. SciTePress. ISBN 978-989-758-354-4.

A Two-Step Procedure to Identify Lexical Elements of Stance Constructions in Discourse from Political Blogs
(doi) (Post-print) (restricted)

V. Simaki, C. Paradis, and A. Kerren

In Corpora, 14(3):379-405, 2019. Edinburgh University Press.

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2018

Efficient Dynamic Time Warping for Big Data Streams
(doi) (Post-print) (video)

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.

Proceedings of GD 2018, September 26-28, 2018, Barcelona, Spain
(home) (Front Matter) (Back Matter)

T. Biedl and A. Kerren (Eds.)

Proceedings of the 26th International Symposium on Graph Drawing and Network Visualization (GD '18), Barcelona, Spain, September 26-28, 2018. Volume 11282 of Lecture Notes in Computer Science (LNCS), Springer, 2018. ISBN 978-3-030-04413-8.

Stance-taking in Topics Extracted from Vaccine-Related Tweets and Discussion Forum Posts
(home)

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.

Interaction for Immersive Analytics
(doi) (restricted)

W. Büschel, J. Chen, R. Dachselt, S. Drucker, T. Dwyer, C. Görg, T. Isenberg, A. Kerren, C. North, and W. Stuerzlinger

In Immersive Analytics, volume 11190 of LNCS State-of-the-Art Survey, pages 95-138, Springer, 2018.

t-viSNE: A Visual Inspector for the Exploration of t-SNE
(paper) (poster) (video)

A. Chatzimparmpas, R. M. Martins, and A. Kerren

Poster Abstract, IEEE Information Visualization (VIS '18), Berlin, Germany, 2018.

Quality Models Inside Out: Interactive Visualisation of Software Metrics by Means of Joint Probabilities
(doi) (Post-print) (video)

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
(doi) (ACM Author-Izer) (post-print)

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.

Application of Interactive Computer-Assisted Argument Extraction to Opinionated Social Media Texts
(doi) (ACM Author-Izer) (post-print) (poster) (online tool)

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.

Proceedings of VINCI 2018, August 13-15, 2018, Växjö, Sweden
(home) (Front Matter) (Back Matter)

K. Klein, Y. Li, and A. Kerren (Eds.)

Proceedings of the 11th International Symposium on Visual Information Communication and Interaction (VINCI '18), Växjö, Sweden, August 13-15, 2018. ACM Press. ISBN 978-1-4503-6501-7.

Visual Analysis of Sentiment and Stance in Social Media Texts
(doi) (paper) (poster)

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.

Detection of Stance-Related Characteristics in Social Media Text
(doi) (Post-print)

(ACM Author-Izer)

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
(home) (PDF) (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
(doi) (Post-print)

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
(doi) (PDF)

V. Simaki, C. Paradis, and A. Kerren

In ICAME Journal, 42(1):133-166, 2018. De Gruyter Open.

Proceedings of IVAPP 2018, January 27-29, 2018, Funchal, Madeira - Portugal
(home) (Front Matter) (Back Matter)

A.C. Telea, A. Kerren, and J. Braz (Eds.)

Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP '18) - Volume 3: IVAPP, Funchal, Madeira - Portugal, January 27-29, 2018. SciTePress. ISBN 978-989-758-289-9.

DoSVis: Document Stance Visualization
(doi) (PDF) (video) (online tool)

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
(doi) (PDF) (online tool)

K. Kucher, C. Paradis, and A. Kerren

In Computer Graphics Forum, 37(1):71-96, 2018. Wiley.

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2017

BioVis Explorer: A Visual Guide for Biological Data Visualization Techniques
(doi) (PDF) (table) (video) (online tool)

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
(home)

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.

Crowdsourcing for Information Visualization: Promises and Pitfalls
(doi) (restricted)

R. Borgo, B. Lee, B. Bach, S. Fabrikant, R. Jianu, A. Kerren, S. Kobourov, F. McGee, L. Micallef, T. von Landesberger, K. Ballweg, S. Diehl, P. Simonetto, and M. Zhou

In Evaluation in the Crowd - Crowdsourcing and Human-Centered Experiments, volume 10264 of LNCS State-of-the-Art Survey, pages 96-138, Springer, 2017.

StanceXplore: Visualization for the Interactive Exploration of Stance in Social Media
(PDF) (video) (online tool)

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.

Active Learning and Visual Analytics for Stance Classification with ALVA
(doi) (restricted) (video) (ACM Author-Izer)

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.

Identifying the Authors' National Variety of English in Social Media Texts
(doi)

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
(paper)

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
(paper)

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.

Stance Classification in Texts from Blogs on the 2016 British Referendum
(doi) (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
(doi) (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.

Visual Analysis of Relationships between Heterogeneous Networks and Texts: An Application on the IEEE VIS Publication Dataset
(doi) (PDF) (supplementary material)

B. Zimmer, M. Sahlgren, and A. Kerren

In Informatics, 4(2):11, 2017. MDPI AG.

Graph Layouts by t-SNE
(doi) (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.

MVN-Reduce: Dimensionality Reduction for the Visual Analysis of Multivariate Networks
(doi) (Post-print) (video) (online tool)

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.

MDS-based Visual Survey of Biological Data Visualization Techniques
(doi) (paper) (poster) (online tool)

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.

OnGraX: A Web-Based System for the Collaborative Visual Analysis of Graphs
(doi) (Post-print)

B. Zimmer and A. Kerren

In Journal of Graph Algorithms and Applications, 21(1):5-27, 2017.

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2016

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
(home)

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.

Modeling and Analysis of Controller's Taskload in Different Predictability Conditions
(paper) (presentation slides)

E. Zohrevandi, V. Polishchuk, J. Lundberg, Å. Svensson, J. Johansson, and B. Josefsson

In Proceedings of the 6th SESAR Innovation Days: Inspiring Long-Term Research in the Field of Air Traffic Management (SIDs '16), Delft, the Netherlands, 2016. SESAR Joint Undertaking.

Network Visualization for Digital Humanities: Two Case Studies of Visual Analyses for Text Analytics
(paper)

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
(paper)

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.

Proceedings of VINCI 2016, September 24-26, 2016, Dallas, TX, USA
(home) (Front Matter) (Back Matter)

A. Kerren and K. Zhang (Eds.)

Proceedings of the 9th International Symposium on Visual Information Communication and Interaction (VINCI '16), Dallas, TX, USA, September 24-26, 2016. ACM Press. ISBN 978-1-4503-4149-3.

Unshared Task: (Dis)agreement in Online Debates
(PDF)

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
(PDF)

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.

Visual Analysis of Text Annotations for Stance Classification with ALVA
(doi) (paper) (poster)

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.

Visualizing Excitement of Individuals and Groups
(doi) (Post-print) (video) (online tool)

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.

Proceedings of EmoVis 2016, March 10, 2016, Sonoma, CA, USA
(doi) (Proceedings)

A. Kerren, D. Cernea, and M. Pohl (Eds.)

Volume 103 of Linköping Electronic Conference Proceedings, Linköping University Electronic Press, Sweden, 2016. ISBN 978-91-7685-817-2.

Workshop on Emotion and Visualization: EmoVis 2016
(doi) (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.

Computer Vision, Imaging and Computer Graphics - Theory and Applications
(home) (Front Matter) (Back Matter)

J. Braz, J. Pettré, P. Richard, A. Kerren, L. Linsen, and F. Imai (Eds.)

International Joint Conference, VISIGRAPP 2015, Berlin, Germany, March 11-14, 2015, Revised Selected Papers. Volume 598 of Communications in Computer and Information Science (CCIS), Springer, 2016. ISBN 978-3-319-29970-9.

MobilityGraphs: Visual Analysis of Mass Mobility Dynamics via Spatio-Temporal Graphs and Clustering
(doi) (Post-print) (video)

T. von Landesberger, F. Brodkorb, P. Roskosch, N. Andrienko, G. Andrienko, and A. Kerren

In IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE VAST '15, Chicago, IL, USA), 22(1):11-20, 2016. IEEE Computer Society. Honorable Mention Award of Fraunhofer IGD.

Visual Analysis of Online Social Media to Open Up the Investigation of Stance Phenomena
(doi) (restricted) (Post-print) (video)

K. Kucher, T. Schamp-Bjerede, A. Kerren, C. Paradis, and M. Sahlgren

In Information Visualization, 15(2):93-116, 2016. SAGE Publications.

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2015

Computer Vision, Imaging and Computer Graphics - Theory and Applications
(home) (Front Matter) (Back Matter)

S. Battiato, S. Coquillart, J. Pettré, R.S. Laramee, A. Kerren, and J. Braz (Eds.)

International Joint Conference, VISIGRAPP 2014, Lisbon, Portugal, January 5-8, 2014, Revised Selected Papers. Volume 550 of Communications in Computer and Information Science (CCIS), Springer, 2015. ISBN 978-3-319-25116-5.

Finding Infrequent Phenomena in Large Corpora Using Distributional Semantics
(paper)

M. Skeppstedt, C. Paradis, A. Kerren, and M. Sahlgren

Poster Abstract, Symposium on Methods and Linguistic Theories (MaLT '15), Bamberg, Germany, 2015.

Expanding a Dictionary of Marker Words for Uncertainty and Negation Using Distributional Semantics
(PDF)

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
(PDF)

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.

Displaying User Behavior in the Collaborative Graph Visualization System OnGraX
(doi) (Post-print) (video)

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
(doi) (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
(doi) (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.

New Perspectives on Gathering, Vetting and Employing Big Data from Online Social Media: An Interdisciplinary Approach
(PDF)

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.

Text Visualization Techniques: Taxonomy, Visual Survey, and Community Insights
(doi) (Post-print) (video) (online tool)

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.

Proceedings of IVAPP 2015, March 11-14, 2015, Berlin, Germany
(home) (Front Matter) (Back Matter)

J. Braz, A. Kerren, and L. Linsen (Eds.)

Proceedings of the 6th International Conference on Information Visualization Theory and Applications (IVAPP '15), Berlin, Germany, March 11-14, 2015. SciTePress. ISBN 978-989-758-088-8.

Emotion-Prints: Interaction-Driven Emotion Visualization on Multi-Touch Interfaces
(doi) (Post-print) (video)

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.

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2014

Why Integrate InfoVis and SciVis? An Example from Systems Biology
(doi) (restricted)

A. Kerren and F. Schreiber

In Computer Graphics and Applications, 34(6):69-73, 2014. IEEE Computer Society Press.

Sensemaking and Provenance in Distributed Collaborative Node-Link Visualizations
(paper)

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
(paper) (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
(paper) (video) (online tool)

K. Kucher and A. Kerren

Poster Abstract, IEEE Information Visualization (InfoVis '14), Paris, France, 2014.

Visual Analysis of Stance Markers in Online Social Media
(doi) (paper) (video)

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
(PDF)

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
(PDF)

T. Schamp-Bjerede, C. Paradis, K. Kucher, A. Kerren, M. Sahlgren, 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
(PDF)

T. Schamp-Bjerede, C. Paradis, K. Kucher, A. Kerren, and M. Sahlgren

Poster Abstract, The First Conference of the International Association for Cognitive Semiotics (IACS '14), Lund, Sweden, 2014.

Group Affective Tone Awareness and Regulation through Virtual Agents
(Proceedings) (Post-print)

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
(PDF) (Post-print)

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.

An Interactive Visualization for Tabbed Browsing Behavior Analysis
(home) (Post-print)

D. Cernea, I. Truderung, A. Kerren, and A. Ebert

In Computer Vision, Imaging and Computer Graphics - Theory and Applications, volume 458 of Communications in Computer and Information Science (CCIS), pages 69-84, 2014. Springer.

Computer Vision, Imaging and Computer Graphics - Theory and Applications
(home) (Front Matter) (Back Matter)

S. Battiato, S. Coquillart, R.S. Laramee, A. Kerren, and J. Braz (Eds.)

International Joint Conference, VISIGRAPP 2013, Barcelona, Spain, February 21-24, 2013, Revised Selected Papers. Volume 458 of Communications in Computer and Information Science (CCIS), Springer, 2014. ISBN 978-3-662-44910-3.

Multi-Scale Trend Visualization of Long-Term Temperature Data Sets
(home) (paper) (video)

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.

Visualizing Group Affective Tone in Collaborative Scenarios
(paper)

D. Cernea, A. Ebert, and A. Kerren

Poster Abstract, EuroVis 14, Swansea, Wales, UK, 2014. Eurographics.

Multivariate Network Visualization
(home) (Front Matter) (Back Matter)

A. Kerren, H. C. Purchase, and M. O. Ward (Eds.)

Volume 8380 of LNCS State-of-the-Art Survey, Springer, 2014. ISBN 978-3-319-06792-6.

Introduction to Multivariate Network Visualization
(home) (Post-print)

A. Kerren, H. C. Purchase, and M. O. Ward

In Multivariate Network Visualization, volume 8380 of LNCS State-of-the-Art Survey, pages 1-9, Springer, 2014.

Heterogeneous Networks on Multiple Levels
(home) (Post-print)

F. Schreiber, A. Kerren, K. Börner, H. Hagen, and D. Zeckzer

In Multivariate Network Visualization, volume 8380 of LNCS State-of-the-Art Survey, pages 175-206, Springer, 2014.

Network Visualization for Integrative Bioinformatics
(home) (Post-print)

A. Kerren and F. Schreiber

In M. Chen and R. Hofestädt (Eds.), Approaches in Integrative Bioinformatics - Towards the Virtual Cell, pages 173-202, Springer, 2014.

Visual Exploration of Relationships between Document Clusters
(home) (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.

Proceedings of IVAPP 2014, January 5-8, 2014, Lisbon, Portugal
(home) (Front Matter) (Back Matter)

R. S. Laramee, A. Kerren, and J. Braz (Eds.)

Proceedings of the International Conference on Information Visualization Theory and Applications (IVAPP '14), Lisbon, Portugal, January 5-8, 2014. SciTePress. ISBN 978-989-758-005-5.

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2013

Proceedings of VISSOFT 2013, September 27-28, 2013, Eindhoven, The Netherlands
(conference website) (home) (Front Matter)

A. Telea, A. Kerren, and A. Marcus (Eds.)

Proceedings of the 1st IEEE Working Conference on Software Visualization (VISSOFT '13), Eindhoven, The Netherlands, September 27-28, 2013. IEEE Computer Society Press. ISBN 978-1-4799-1457-9.

Interaction and Evaluation Techniques for Information Visualization: Future Directions
(home)

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)
(doi) (PDF)

A. Kerren, H. C. Purchase, and M. O. Ward

In Dagstuhl Reports, 3(5):19-42, 2013. Schloss Dagstuhl - Leibniz-Zentrum f¸r Informatik.

A Study of Emotion-triggered Adaptation Methods for Interactive Visualization
(home) (PDF)

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
(doi) (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
(home) (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
(doi) (restricted)

A. Kerren

In Computer Graphics and Applications, 33(2):12-15, 2013. IEEE Computer Society Press.

A Self-Adaptive Software System to Support Elderly Care
(paper)

K. Kucher and D. Weyns

Extended abstract, in Proceedings of the International Conference of Students and Young Researchers "Modern Information Technologies" (MIT '13), Odessa, Ukraine, 2013. Odessa National Polytechnic University.

Proceedings of GRAPP 2013 and IVAPP 2013, February 21-24, 2013, Barcelona, Spain
(home) (Front Matter) (Back Matter)

S. Coquillart, C. Andujar, R. S. Laramee, A. Kerren, and J. Braz (Eds.)

Proceedings of the International Conference on Computer Graphics Theory and Applications (GRAPP '13) and of the International Conference on Information Visualization Theory and Applications (IVAPP '13), Barcelona, Spain, February 21-24, 2013. SciTePress. ISBN 978-989-8565-46-4.

TangibleRings: Nestable Circular Tangibles
(doi) (paper) (video)

A. Ebert, C. Weber, D. Cernea, and S. Petsch

In Extended Abstracts of the ACM Conference on Human Factors in Computing Systems (CHI í13), pages 1617-1622, Paris, France, 2013. ACM.

WebComets: A Tab-Oriented Approach for Browser History Visualization
(doi) (Post-print) (video)

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
(doi) (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.

Exploring Biological Data: Mappings between Ontology- and Cluster-based Representations
(doi) (restricted) (Post-print)

I. Jusufi, A. Kerren, and F. Schreiber

In Information Visualization, 12(3-4):291-307, 2013. SAGE Publications.

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2012

Toward the Role of Interaction in Visual Analytics
(home) (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.

Proceedings of SIGRAD 2012, Interactive Visual Analysis of Data, November 29-30, 2012, Växjö, Sweden
(home) (Post-print) (Cover)

A. Kerren and S. Seipel (Eds.)

Volume 81 of Linköping Electronic Conference Proceedings, Linköping University Electronic Press, Sweden, 2012. ISBN 978-91-7519-723-4.

Analyzing Multiple Network Centralities with ViNCent
(home) (Post-print) (video)

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.

Tangible and Wearable User Interfaces for Supporting Collaboration among Emergency Workers
(home) (Post-print) (video)

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.

A New Radial Space-Filling Visualization Approach for Planar st-Graphs
(paper)

I. Jusufi, A. Kerren, and Y. Wang

Poster Abstract, IEEE VisWeek 12, Seattle, WA, USA, 2012.

From Culture to Text to Interactive Visualization of Wine Reviews
(home) (Post-print)

A. Kerren, M. Kyusakova, and C. Paradis

In F.T. Marchese and E. Banissi (Eds.), Knowledge Visualization Currents: from Text to Art to Culture, Chapter 5, pages 85-110, Springer, 2012.

Controlling In-Vehicle Systems with a Commercial EEG Headset: Performance and Cognitive Load
(home) (PDF)

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.

ViNCent – Visualization of Network Centralities
(doi) (Post-print) (video)

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. SciTePress.

Visualization of Mappings between the Gene Ontology and Cluster Trees
(doi) (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.

Visualizations and Animations in Learning Systems
(doi) (Post-print)

A. Kerren

In N.M. Seel (Ed.), Encyclopedia of the Sciences of Learning, pages 3419-3421, 2012. Springer.

Measuring Subjectivity: Supporting Evaluations with the Emotiv EPOC Neuroheadset
(doi) (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.

Guiding the Interactive Exploration of Metabolic Pathway Interconnections
(doi) (restricted) (Post-print) (video)

I. Jusufi, C. Klukas, A. Kerren, and F. Schreiber

In Information Visualization, 11(2):136-150, 2012. SAGE Publications.

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2011

Detecting Insight and Emotion in Visualization Applications with a Commercial EEG Headset
(home) (Post-print)

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.

CluMa-GO: Bring Gene Ontologies and Hierarchical Clusterings Together
(paper)

A. Kerren, I. Jusufi, V. Aleksakhin, and F. Schreiber

Extended Abstract, BioVis 11, Providence, RI, USA, 2011.

Information Visualization - State of the Field and New Research Directions
(doi) (restricted)

A. Kerren, C. Plaisant, and J. T. Stasko

In Information Visualization, 10(4):269-270, 2011. SAGE Publications.

An Interactive Web-based Visualization Tool in Action: User Testing and Usability Aspects
(home) (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.

Visualization of Sensory Perception Descriptions
(home) (Post-print) (video)

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.

Interactive Exploration and Analysis of Network Centralities
(paper)

A. Kerren and H. Köstinger

Interactive Poster, EuroVis 11, Bergen, Norway, 2011.

EEG-based Measurement of Subjective Parameters in Evaluations
(doi) (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.

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2010

Visual Network Analysis of Dynamic Metabolic Pathways
(doi) (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
(home) (Post-print)

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
(doi)

(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.

Interactive Navigation in Interconnected Biochemical Pathways
(paper)

I. Jusufi, C. Klukas, A. Kerren, and F. Schreiber

Interactive Poster, IEEE InfoVis 10, Salt Lake City, Utah, USA, 2010.

3D Kiviat Diagrams for the Interactive Analysis of Software Metric Trends
(paper)

A. Kerren and I. Jusufi

Interactive Poster. In Proceedings of the 5th ACM Symposium on Software Visualization (SoftVis '10), pages 203-204, Salt Lake City, Utah, USA, 2010. ACM Press.

Visualization of Workaday Data Clarified by Means of Wine Fingerprints
(doi) (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.

The Network Lens: Interactive Exploration of Multivariate Networks Using Visual Filtering
(home) (Post-print)

(video)

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
(home) (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
(home) (PDF)

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.

10241 Executive Summary - Information Visualization
(home) (PDF)

A. Kerren, C. Plaisant, and J. T. Stasko

In Dagstuhl Seminar Proceedings. Information Visualization, 10241, 2010. Schloss Dagstuhl.

10241 Abstracts Collection - Information Visualization
(home) (PDF)

A. Kerren, C. Plaisant, and J. T. Stasko

In Dagstuhl Seminar Proceedings. Information Visualization, 10241, 2010. Schloss Dagstuhl.

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2009

A Novel Grid-based Visualization Approach for Metabolic Networks with Advanced Focus&Context View
(doi) (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
(doi) (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.

Knowledge Generation Through Human-Centered Information Visualization
(doi) (Post-print) (restricted)

K. Einsfeld, A. Ebert, A. Kerren, and M. Deller

In Information Visualization, 8(3):180-196, 2009. Palgrave Macmillan Ltd.

Challenges in Human-Centered Information Visualization: Introduction to the Special Issue
(doi) (Post-print)

X. Lin, A. Kerren, and J. Zhang

In Information Visualization, 8(3):137-138, 2009. Palgrave Macmillan Ltd.

Novel Visual Representations for Software Metrics Using 3D and Animation
(home) (Post-print)

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.

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2008

GNV System: A Tool for Visualizing Geo-tagged Data
(paper)

A. Kerren, I. Jusufi, and M. Milrad

Interactive Poster, IEEE InfoVis 08, Columbus, Ohio, USA, 2008.

A Graph-Drawing Perspective to Some Open Problems in Molecular Biology
(PDF)

M. Albrecht, A. Kerren, K. Klein, O. Kohlbacher, P. Mutzel, W. Paul, F. Schreiber, and M. Wybrow

Technical Report TR08-01-003, Lehrstuhl XI für Algorithm Engineering, Fakultät für Informatik, Technische Universität Dortmund, Germany, June 2008.

Enhancing Learning Management Systems to Better Support Computer Science Education
(home) (Post-print)

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
(home) (Post-print)

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
(home) (Post-print)

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.

Information Visualization – Human-Centered Issues and Perspectives
(home) (restricted) (Front Matter) (Back Matter)

A. Kerren, J. T. Stasko, J.-D. Fekete, and C. North (Eds.)

Volume 4950 of LNCS State-of-the-Art Survey, Springer, 2008. ISBN 978-3-540-70955-8.

Teaching Information Visualization
(home) (PDF)

A. Kerren, J. T. Stasko, J. Dykes

In Information Visualization – Human-Centered Issues and Perspectives, volume 4950 of LNCS State-of-the-Art Survey, pages 65-91, Springer, 2008.

Algorithm Education Using Structured Hypermedia
(home) (Abstract)

T. Müldner, E. Shakshuki, and A. Kerren

In Strategic Application of Distance Learning Technologies, volume 2 of the Advances in Distance Education Technologies Series, chapter 5, pages 58-83, IGI Global, 2008. ISBN 978-1-59904-480-4.

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2007

Workshop Report: Information Visualization – Human-Centered Issues in Visual Representation, Interaction, and Evaluation
(doi) (Post-print)

A. Kerren, J. T. Stasko, J.-D. Fekete, and C. North

In Information Visualization, 6(3):189-196, 2007. Palgrave Macmillan Ltd.

07221 Executive Summary - Information Visualization: Human-Centered Issues in Visual Representation, Interaction, and Evaluation
(home) (PDF)

A. Kerren, J. T. Stasko, and 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
(home) (PDF)

A. Kerren, J. T. Stasko, and 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.

Web-based Structured Hypermedia Algorithm Explanation System
(home) (Post-print)

E. Shakshuki, A. Kerren, and T. Müldner

In International Journal of Web Information Systems, 3(3):179-197, 2007. Emerald Group Publishing.

Human-Centered Visualization Environments
(home) (restricted)

(Front Matter)

(Back Matter)

A. Kerren, A. Ebert, and J. Meyer (Eds.)

Volume 4417 of LNCS Tutorial, Springer, 2007. ISBN 978-3-540-71948-9.

Introduction to Human-Centered Visualization Environments
(home) (paper)

A. Kerren, A. Ebert, and J. Meyer

In Human-Centered Visualization Environments, volume 4417 of LNCS Tutorial, Springer, 2007.

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2006

Merging Interactive Visualizations with Hypertextbooks and Course Management
(doi) (paper)

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.

Novel Algorithm Explanation Techniques for Improving Algorithm Teaching
(doi) (paper)

A. Kerren, T. Müldner, and E. Shakshuki

In Proceedings of the 3rd ACM Symposium on Software Visualization (SoftVis '06), pages 175-176, Brighton, UK, 2006. ACM Press.

Improving Strategy Parameters of Evolutionary Computations with Interactive Coordinated Views
(paper)

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.

Visualization of Large and Unstructured Data Sets
(home) (restricted) (preface) (contents)

H. Hagen, A. Kerren, and P. Dannenmann (Eds.)

GI-Edition, Lecture Notes in Informatics (LNI), Seminars Vol. S-4, 2006. ISBN 978-3-88579-438-7.

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2005

Explorative Analysis of Graph Pyramids Using Interactive Visualization Techniques
(paper)

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
(home) (paper)

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
(doi) (paper)

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
(paper)

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.

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2004

Generation as Method for Explorative Learning in Computer Science Education
(doi) (paper)

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
(paper)

A. Kerren

Journal of Computer Science and Technology (JCS&T), 4(2):84-90, 2004.

DGCVis: An Exploratory 3D Visualization of Graph Pyramids
(doi) (paper)

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.

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2003

Exploratives Lernen durch partiell generierte Lehr- und Lernsoftware
(paper)

A. Kerren

In Tagungsband zum Workshop Grundfragen multimedialer Lehre (GML '03), pages 153-163, Potsdam, Germany, 2003.

Interactive Visualization and Automatic Analysis of Metabolic Networks - A Project Idea
(paper)

A. Kerren

Technical Report, Institute of Computer Graphics and Algorithms, Vienna University of Technology, Austria, Sept. 2003.

Visualization Tool for Evolutionary Algorithms
(paper)

T. Egger and A. Kerren

Interactive Poster, ACM SoftVis 03, San Diego, CA, USA, 2003.

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2002

Animating Algorithms Live and Post Mortem
(doi) (paper)

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
(doi) (paper)

S. Diehl and A. Kerren

Informatik - Forschung und Entwicklung, 17(1):12-20, 2002. Springer.

Reification of Program Points for Visual Execution
(doi) (paper)

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.

Algorithm Animation - Chapter Introduction
(doi) (paper)

A. Kerren and J. T. Stasko.

In Software Visualization, volume 2269 of LNCS State-of-the-Art Survey, pages 1-15. Springer, 2002.

Generierung interaktiver Animationen für den Übersetzerbau
(home) (dissertation)

A. Kerren

PhD thesis, Saarland University, Saarbrücken, July 2002. Shaker Verlag, Aachen, ISBN 3-8322-0899-2.

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2001

Preserving the Mental Map using Foresighted Layout
(doi) (paper)

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.

Levels of Exploration
(doi) (paper)

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
(doi) (paper)

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.

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2000

Increasing Explorativity by Generation
(paper)

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
(home) (paper)

A. Kerren

Informatica Didactica - Zeitschrift für fachdidaktische Grundlagen der Informatik, (1), 2000.

Foresighted Graphlayout
(doi) (paper)

S. Diehl, C. Görg, and A. Kerren

Technical Report A/02/2000, FR 6.2 - Informatik, Universität des Saarlandes, Dec. 2000.

Tagungsbericht über den GI-Workshop Softwarevisualisierung 2000
(report)

S. Diehl, A. Kerren, and K. Mehner

In Softwaretechnik-Trends, 20(4), GI, 2000.

Multimediagestütztes Lehren im Hochschulbereich – Möglichkeiten in der Lehrerausbildung
(paper)

A. Kerren, R. Wilhelm, and S. Diehl

Abschlußbericht des MALL-Projekts, Universität des Saarlandes, Saarbrücken, 2000.

Generierung interaktiver Animationen von Berechnungsmodellen
(home) (paper)

S. Diehl and A. Kerren

In Tagungsband zum GI Workshop Software Visualisierung (SV '00), pages 65-78, TR A/01/2000, FR 6.2 - Informatik, Universität des Saarlandes, May 2000.

Tagungsband zum GI Workshop Software Visualisierung (SV '00)
(home) (proceedings)

S. Diehl and A. Kerren (Hrsg.)

Technical Report A/01/2000, FR 6.2 - Informatik, Universität des Saarlandes, May 2000.

Neue Formen des Lernens durch GANIMAL
(paper)

A. Kerren

In campus -- Die Universitätszeitschrift, Ausgabe 2, Universität des Saarlandes, Saarbrücken, 2000.

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1999

Animation of the Generation and Computation of Finite Automata for Learning Software
(doi) (paper)

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.