@COMMENT {--- 2026 ---}

@inproceedings{Szuter2026WebBased,
title = {Web-Based Visual Network Centrality Analysis for Multivariate and Temporal Networks with {ViNCent 2.0}},
author = {Szuter, Adrian and Kucher, Kostiantyn and Kerren, Andreas},
booktitle = {Proceedings of the 43rd Eurographics Computer Graphics \& Visual Computing Conference},
series={CGVC~'26},
//editor = {Sheng, Yun and Elshehaly, Mai},
year = {2026},
publisher = {The Eurographics Association},
ISBN = {978-3-03868-319-3},
DOI = {10.2312/cgvc.20261009}
}

@inproceedings{Witschard2026Extending,
title = {Extending Visually Guided Extraction of Prevalent Topics},
author = {Witschard, Daniel and Kucher, Kostiantyn and Jusufi, Ilir and Kerren, Andreas},
booktitle = {Proceedings of the 43rd Eurographics Computer Graphics \& Visual Computing Conference},
series={CGVC~'26},
//editor = {Sheng, Yun and Elshehaly, Mai},
year = {2026},
publisher = {The Eurographics Association},
ISBN = {978-3-03868-319-3},
DOI = {10.2312/cgvc.20261007}
}

@incollection{Kucher2026Human,
author="Kucher, Kostiantyn and B{\aa}ng, Magnus and Lundberg, Jonas",
//editor="Curry, Edward and Piatkiewicz, Philip and Heintz, Fredrik and Vornhagen, Heike and Belbachir, Ahmed Nabil and Girardi, Emanuela and Schoenauer, Marc and R{\"o}ning, Juha",
title="Human-{AI} Interaction and Visualization Perspectives on {ADR}",
bookTitle="Artificial Intelligence, Data and Robotics: Foundations, Transformations and Future Directions",
year="2026",
publisher="Springer Nature Switzerland",
//address="Cham, Switzerland",
pages="621--647",
isbn="978-3-032-10561-5",
doi="10.1007/978-3-032-10561-5_22",
}

@incollection{Kucher2026Sociotechnical,
      title={Sociotechnical Concerns of {AI}-Supported Decision-Making Methods in Critical Infrastructures}, 
      author={Kucher, Kostiantyn and Josefsson, Billy and Bång, Magnus and Lundberg, Jonas},
      year={2026},
	  booktitle={Transportforum 2026 Book of Abstracts (Sammanställning av referat från Transportforum 2026)},
	  publisher={Statens väg- och transportforskningsinstitut (VTI)},
      url={https://www.vti.se/download/18.6cb052b619afcf052814db8/1765351588250/Abstractbok%20Transportforum%202026.pdf}, 
      note={\emph{Conference presentation with published abstract}},
}


@COMMENT {--- 2025 ---}

@incollection{Skeppstedt2025WordRain,
  author={Skeppstedt, Maria and Ahltorp, Magnus and Kucher, Kostiantyn and Aangenendt, Gijs and Lindström, Matts and Söderfeldt, Ylva},
  title={The {W}ord {R}ain Visualisation Technique Applied to Digital History: {H}ow to Visualise, Explore and Compare Texts Using Semantically Structured Word Clouds},
  booktitle={Huminfra Handbook: Empowering Digital and Experimental Humanities},
  //editor={Bouma, Gerlof and Dannélls, Dana and Kokkinakis, Dimitrios and Volodina, Elena},
  year={2025},
  chapter={6},
  pages={147--182},
  series={NEALT Proceedings Series},
  number={59},
  doi={https://doi.org/10.58009/aere-perennius0175},
  publisher={University of Tartu Library},
}

@inproceedings{Wang2025EuroEnergyVis,
 author = {Wang, Jinyi and Kucher, Kostiantyn and Pates, Richard and Kerren, Andreas},
 title = {{EuroEnergyVis}: {I}nteractive Visualization of Power Plant Data for {E}uropean Countries},
 booktitle = {Proceedings of the 18th International Symposium on Visual Information Communication and Interaction},
 series = {VINCI~'25},
 year = {2025},
 isbn = {9798400718458},
 pages = {12:1--12:5},
 articleno = {12},
 doi = {10.1145/3769534.3769541},
 publisher = {ACM},
 //address = {New York, NY, USA},
} 

@misc{Kucher2025Addressing,
      title={Addressing the Heterogeneity of Visualization in an Introductory {PhD} Course in the {S}wedish Context}, 
      author={Kucher, Kostiantyn and R{\"o}nnberg, Niklas and L{\"o}wgren, Jonas},
      year={2025},
      eprint={2508.08958},
      archivePrefix={arXiv},
      primaryClass={cs.HC},
      doi={10.48550/arXiv.2508.08958},
      url={https://arxiv.org/abs/2508.08958}, 
}

@PROCEEDINGS{EuroVisPosters25,
  editor = {Diehl, Alexandra and Kucher, Kostiantyn and Médoc, Nicolas},
  title={Poster Proceedings of the 27th Eurographics Conference on Visualization},
  series={EuroVis~'25 Posters}, 
  year={2025},
  publisher = {The Eurographics Association},
  ISBN = {978-3-03868-286-8},
  DOI = {10.2312/evp.20252010},
}

@article{Navarra2025Leveraging,
title = {Leveraging Visual Analytics of Volunteered Geographic Information to Support Impact-Based Weather Warning Systems},
author = {Navarra, Carlo and Kucher, Kostiantyn and Neset, Tina-Simone and Greve Villaro, Clara and Sch{\"u}ck, Fredrik and Unger, Jonas and Vrotsou, Katerina},
journal = {International Journal of Disaster Risk Reduction},
volume = {126},
pages = {105562},
year = {2025},
month = aug,
issn = {2212-4209},
doi = {10.1016/j.ijdrr.2025.105562},
keywords = {Visualization, Classification, Volunteered Geographic Information (VGI), Social media data, Extreme weather events, Flooding},
}

@article{Witschard2025Exploring,
author = {Daniel Witschard and Ilir Jusufi and Kostiantyn Kucher and Andreas Kerren},
title ={Exploring Similarity Patterns in a Large Scientific Corpus},
journal = {PLOS ONE},
volume = {20},
number = {4},
pages = {e0321114},
articleno = {e0321114},
year = {2025},
doi = {10.1371/journal.pone.0321114},
month = apr,
}

@article{Witschard2025Visually,
author = {Daniel Witschard and Ilir Jusufi and Kostiantyn Kucher and Andreas Kerren},
title ={Visually Guided Extraction of Prevalent Topics},
journal = {Information Visualization},
volume = {24},
number = {2},
pages = {179--198},
year = {2025},
doi = {10.1177/14738716241312400},
month = apr,
}

@article{Witschard2025Using,
author = {Daniel Witschard and Kostiantyn Kucher and Ilir Jusufi and Andreas Kerren},
title ={Using Similarity Network Analysis to Improve Text Similarity Calculations},
journal = {Applied Network Science},
volume = {10},
number = {},
pages = {8:1--8:22},
articleno = {8},
year = {2025},
doi = {10.1007/s41109-025-00699-7},
month = mar,
}

@Article{Kucher2025Towards,
AUTHOR = {Kucher, Kostiantyn and Zohrevandi, Elmira and Westin, Carl A. L.},
TITLE = {Towards Visual Analytics for Explainable {AI} in Industrial Applications},
JOURNAL = {Analytics},
VOLUME = {4},
YEAR = {2025},
NUMBER = {1},
ARTICLE-NUMBER = {7},
//URL = {https://www.mdpi.com/2813-2203/4/1/7},
ISSN = {2813-2203},
DOI = {10.3390/analytics4010007},
month = feb,
}

@inproceedings{Zhang2025Designing,
author={Zhang, Yanqing and Methnani, Leila and Brorsson, Emmanuel and Zohrevandi, Elmira and Darnell, Andreas and Kucher, Kostiantyn},
title={Designing Explainable and Counterfactual-Based {AI} Interfaces for Operators in Process Industries},
booktitle={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},
series={IVAPP~'25},
year={2025},
pages={831--842},
doi={10.5220/0013107700003912},
isbn={978-989-758-728-3},
issn={2184-4321},
publisher={SciTePress},
}


@article{Fujiwara2025Adversarial,
  title={Adversarial Attacks on Machine Learning-Aided Visualizations},
  author={Fujiwara, Takanori and Kucher, Kostiantyn and Weng, Junpeng and Martins, Rafael M. and Kerren, Andreas and Ynnerman, Anders},
  journal={Journal of Visualization},
  volume={28},
  number={1},
  pages={133--151},
  doi={10.1007/s12650-024-01029-2},
  year={2025},
  publisher={Springer},
  issn={1875-8975},
  month=feb,
}


@COMMENT {--- 2024 ---}


@article{Neset2024Artificial,
title = {Artificial Intelligence in Support of Weather Warnings and Climate Adaptation},
author = {Neset, Tina-Simone and Vrotsou, Katerina and Andersson, Lotta and Navarra, Carlo and Sch{\"u}ck, Fredrik and Edstr{\"o}m, Magnus Matteo and Rydholm, Caroline and Greve Villaro, Clara and Kucher, Kostiantyn and Linn{\'e}r, Bj{\"o}rn-Ola},
journal = {Climate Risk Management},
volume = {46},
number = {},
pages = {100673},
year = {2024},
issn = {2212-0963},
doi = {10.1016/j.crm.2024.100673},
month = nov,
}

@article{Nylin2024Glyph,
title = {Glyph Design for Communication Initiation in Real-Time Human-Automation Collaboration},
author = {Nylin, Magnus and Lundberg, Jonas and Bång, Magnus and Kucher, Kostiantyn},
journal = {Visual Informatics},
volume = {8},
number = {4},
pages = {23--35},
year = {2024},
issn = {2468-502X},
doi = {10.1016/j.visinf.2024.09.006},
month = dec,
}

@techreport{Neset2024AI,
   author = {Neset, Tina-Simone and Andersson, Lotta and Edstr{\"o}m, Magnus Matteo and Vrotsou, Katerina and Greve Vilaro, Clara and Navarra, Carlo and Kucher, Kostiantyn and Sch{\"u}ck, Fredrik and Rydholm, Caroline and Unger, Jonas and Linn{\'e}r, Bj{\"o}rn-Ola},
   institution = {Link{\"o}ping University},
   title = {{AI} f{\"o}r klimatanpassning: {H}ur kan nya digitala teknologier st{\"o}dja klimatanpassning?},
   type = {CSPR Brief},
   EISSN = {2004-9560},
   number = {2024:1},
   DOI = {10.3384/brief-203955},
   year = {2024},
   publisher = {Link{\"o}ping University Electronic Press},
}


@inproceedings{Rashik2024Beyond,
author = {Rashik, Mashrur and Jasim, Mahmood and Kucher, Kostiantyn and Sarvghad, Ali and Mahyar, Narges},
title = {Beyond Text and Speech in Conversational Agents: {M}apping the Design Space of Avatars},
year = {2024},
isbn = {9798400705830},
publisher = {ACM},
//address = {New York, NY, USA},
//url = {https://doi.org/10.1145/3643834.3661563},
doi = {10.1145/3643834.3661563},
booktitle = {Proceedings of the ACM Designing Interactive Systems Conference},
series = {DIS~'24},
pages = {1875--1894},
numpages = {20},
keywords = {avatar, categorization, chatbot, conversational agent},
//location = {IT University of Copenhagen, Denmark},
}

@inproceedings{Kucher2024Visual,
author = {Kucher, Kostiantyn and Akkurt, Elin and Folde, Johanna and Kerren, Andreas},
title = {Visual Analysis of Humor Assessment Annotations for News Headlines in the {H}umicroedit Data Set},
booktitle = {Proceedings of the Workshop on Visualization for Natural Language Processing},
series = {Vis4NLP~'24},
year = {2024},
pages = {},
doi = {10.2312/vis4nlp20241134},
publisher = {The Eurographics Association},
ISBN = {978-3-03868-259-2},
}

@inproceedings{Wang2024Visual,
author = {Wang, Jinyi and Kucher, Kostiantyn and Kerren, Andreas},
title = {Visual Analysis of Power Plant Data for {E}uropean Countries},
booktitle = {Poster Proceedings of the Eurographics Conference on Visualization},
series = {EuroVis~'24 Posters},
year = {2024},
pages = {},
doi = {10.2312/evp20241095},
publisher = {The Eurographics Association},
ISBN = {978-3-03868-258-5},
}

@inproceedings{Huang2024Towards,
author = {Huang, Zeyang and Kucher, Kostiantyn and Kerren, Andreas},
title = {Towards a Visual Analytics System for Emotion Trajectories in Multiparty Conversations},
booktitle = {Poster Proceedings of the Eurographics Conference on Visualization},
series = {EuroVis~'24 Posters},
year = {2024},
pages = {},
doi = {10.2312/evp20241092},
publisher = {The Eurographics Association},
ISBN = {978-3-03868-258-5},
}

@PROCEEDINGS{EuroVisPosters24,
  editor={Diehl, Alexandra and Gillmann, Christina and Kucher, Kostiantyn},
  title={Poster Proceedings of the 26th Eurographics Conference on Visualization},
  series={EuroVis~'24 Posters}, 
  year={2024},
  doi={10.2312/evp.20242007},
  publisher={The Eurographics Association},
  ISBN = {978-3-03868-258-5},
}

@article{Skeppstedt2024FromWord,
author = {Maria Skeppstedt and Magnus Ahltorp and Kostiantyn Kucher and Matts Lindstr{\"o}m},
title ={From Word Clouds to {W}ord {R}ain: {R}evisiting the Classic Word Cloud to Visualize Climate Change Texts},
journal = {Information Visualization},
volume = {23},
number = {3},
pages = {217--238},
year = {2024},
doi = {10.1177/14738716241236188},
}

@article{Chatzimparmpas2024Visualization,
  author={Chatzimparmpas, Angelos and Kucher, Kostiantyn and Kerren, Andreas},
  journal={IEEE Computer Graphics and Applications}, 
  title={Visualization for Trust in Machine Learning Revisited: {T}he State of the Field in 2023}, 
  year={2024},
  volume={44},
  number={3},
  pages={99--113},
  doi={10.1109/MCG.2024.3360881},
  month= may # "--" # jun,
}

@inproceedings{Kucher2024Visualization,
author={Kostiantyn Kucher and Nellie Engstr{\"o}m and Wilma Axelsson and Berkant Savas and Andreas Kerren},
title={Visualization of {S}wedish News Articles: {A} Design Study},
booktitle={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},
series={IVAPP~'24},
year={2024},
pages={670--677},
doi={10.5220/0012398600003660},
isbn={978-989-758-679-8},
publisher={SciTePress},
}



@COMMENT {--- 2023 ---}

@article{Kopacheva2023Using,
author = {Elizaveta Kopacheva and Masoud Fatemi and Kostiantyn Kucher},
title = {Using Social-Media-Network Ties for Predicting Intended Protest Participation in {R}ussia},
journal = {Online Social Networks and Media},
volume = {37--38},
pages = {100273},
year = {2023},
issn = {2468-6964},
doi = {10.1016/j.osnem.2023.100273},
//url = {https://www.sciencedirect.com/science/article/pii/S2468696423000320},
keywords = {Political participation, Protesting, Machine learning, Russia, Social networks, Social media},
}

@Article{Vrotsou2023Towards,
author = {Vrotsou, Katerina and Navarra, Carlo and Kucher, Kostiantyn and Fedorov, Igor and Sch{\"u}ck, Fredrik and Unger, Jonas and Neset, Tina-Simone},
title = {Towards a Volunteered Geographic Information-Facilitated Visual Analytics Pipeline to Improve Impact-Based Weather Warning Systems},
journal = {Atmosphere},
volume = {14},
year = {2023},
number = {7},
article-number = {1141},
//url = {https://www.mdpi.com/2073-4433/14/7/1141},
issn = {2073-4433},
doi = {10.3390/atmos14071141},
month = jul,
}

@article{Huang2023VA,
journal = {Computer Graphics Forum},
title = {{VA} + {E}mbeddings {STAR}: {A} State-of-the-Art Report on the Use of Embeddings in Visual Analytics},
author = {Huang, Zeyang and Witschard, Daniel and Kucher, Kostiantyn and Kerren, Andreas},
year = {2023},
volume = {42},
number = {3},
pages = {539--571},
publisher = {The Eurographics Association and John Wiley & Sons Ltd.},
issn = {1467-8659},
doi = {10.1111/cgf.14859},
month = jun,
}

@inproceedings{Witschard2023Visually,
  title={Visually Guided Network Reconstruction Using Multiple Embeddings},
  author={Daniel Witschard and Ilir Jusufi and Kostiantyn Kucher and Andreas Kerren},
  booktitle={Proceedings of the IEEE Pacific Visualization Symposium},
  series={PacificVis~'23},
  year={2023},
  pages={212--216},
  doi={10.1109/PacificVis56936.2023.00031},
  publisher={IEEE},
}


@inproceedings{Kucher2023Supporting,
author={Kostiantyn Kucher and Andreas Kerren},
title={Supporting University Research and Administration via Interactive Visual Exploration of Bibliographic Data},
booktitle={Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP~'23) --- Volume 3: IVAPP},
series={IVAPP~'23},
year={2023},
pages={248--255},
doi={10.5220/0011806900003417},
isbn={978-989-758-634-7},
publisher={SciTePress},
}




@COMMENT {--- 2022 ---}


@incollection{Plank2022WGEvaluation,
  title={{WG}: {E}valuation and Experimental Designs},
  author={Plank, Barbara and Fekete, Jean-Daniel and Ar{\'e}valo, Jos{\'e} Angel Daza and Kucher, Kostiantyn and Skeppstedt, Maria and Mahyar, Narges and Sultanum, Nicole and Simaki, Vasiliki},
  //editor = {Collins, Christopher and Fokkens, Antske and Kerren, Andreas and Weaver, Chris and Chatzimparmpas, Angelos},
  booktitle={Visual Text Analytics (Dagstuhl Seminar 22191)},
  series={DagRep},
  volume={12, issue 5},
  pages={86--90},
  year={2022},
  publisher={Schloss Dagstuhl — Leibniz-Zentrum f{\"u}r Informatik},
  doi={10.4230/DagRep.12.5.37},
}

@incollection{Kerren2022WGVisual,
  title={{WG}: {V}isual Representations of Text},
  author={Kerren, Andreas and Fokkens, Antske and Plank, Barbara and Weaver, Chris and Kucher, Kostiantyn and Sultanum, Nicole and von Landesberger, Tatiana and Goldberg, Yoav},
  //editor = {Collins, Christopher and Fokkens, Antske and Kerren, Andreas and Weaver, Chris and Chatzimparmpas, Angelos},
  booktitle={Visual Text Analytics (Dagstuhl Seminar 22191)},
  series={DagRep},
  volume={12, issue 5},
  pages={69--73},
  year={2022},
  publisher={Schloss Dagstuhl — Leibniz-Zentrum f{\"u}r Informatik},
  doi={10.4230/DagRep.12.5.37},
}

@Article{Yantseva2022Stance,
author = {Yantseva, Victoria and Kucher, Kostiantyn},
title = {Stance Classification of Social Media Texts for Under-Resourced Scenarios in Social Sciences},
journal = {Data},
volume = {7},
year = {2022},
number = {11},
article-number = {159},
//url = {https://www.mdpi.com/2306-5729/7/11/159},
issn = {2306-5729},
abstract = {In this work, we explore the performance of supervised stance classification methods for social media texts in under-resourced languages and using limited amounts of labeled data. In particular, we focus specifically on the possibilities and limitations of the application of classic machine learning versus deep learning in social sciences. To achieve this goal, we use a training dataset of 5.7K messages posted on Flashback Forum, a Swedish discussion platform, further supplemented with the previously published ABSAbank-Imm annotated dataset, and evaluate the performance of various model parameters and configurations to achieve the best training results given the character of the data. Our experiments indicate that classic machine learning models achieve results that are on par or even outperform those of neural networks and, thus, could be given priority when considering machine learning approaches for similar knowledge domains, tasks, and data. At the same time, the modern pre-trained language models provide useful and convenient pipelines for obtaining vectorized data representations that can be combined with classic machine learning algorithms. We discuss the implications of their use in such scenarios and outline the directions for further research.},
doi = {10.3390/data7110159},
month = nov,
}

@INPROCEEDINGS{Kucher2022AnInterdisciplinary,
  author={Kucher, Kostiantyn and Sultanum, Nicole and Daza, Angel and Simaki, Vasiliki and Skeppstedt, Maria and Plank, Barbara and Fekete, Jean-Daniel and Mahyar, Narges},
  booktitle={Proceedings of the IEEE Workshop on Evaluation and Beyond --- Methodological Approaches to Visualization}, 
  series={BELIV~'22},
  title={An Interdisciplinary Perspective on Evaluation and Experimental Design for Visual Text Analytics: {P}osition Paper}, 
  year={2022},
  volume={},
  number={},
  pages={},
  doi={10.1109/BELIV57783.2022.00008},
  publisher={IEEE},
}

@inproceedings{Huang2022Towards,
 author = {Huang, Zeyang and Kucher, Kostiantyn and Kerren, Andreas},
 title = {Towards an Exploratory Visual Analytics System for Multivariate Subnetworks in Social Media Analysis},
 booktitle = {Poster Abstracts of the IEEE Visualization and Visual Analytics Conference},
 series={VIS~'22},
 year = {2022},
 url = {https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-189670},
} 

@article{Witschard2022Interactive,
author = {Daniel Witschard and Ilir Jusufi and Martins, Rafael M. and Kostiantyn Kucher and Andreas Kerren},
title ={Interactive Optimization of Embedding-Based Text Similarity Calculations},
journal = {Information Visualization},
volume = {21},
number = {4},
pages = {335--353},
year = {2022},
doi = {10.1177/14738716221114372},
abstract = {Comparing text documents is an essential task for a variety of applications within diverse research fields, and several different methods have been developed for this. However, calculating text similarity is an ambiguous and context-dependent task, so many open challenges still exist. In this paper, we present a novel method for text similarity calculations based on the combination of embedding technology and ensemble methods. By using several embeddings, instead of only one, we show that it is possible to achieve higher quality, which in turn is a key factor for developing high-performing applications for text similarity exploitation. We also provide a prototype visual analytics tool which helps the analyst to find optimal performing ensembles and gain insights to the inner workings of the similarity calculations. Furthermore, we discuss the generalizability of our key ideas to fields beyond the scope of text analysis.},
month = oct,
}


@article{Chatzimparmpas2022FeatureEnVi,
author = {Chatzimparmpas, Angelos and Martins, Rafael M. and Kucher, Kostiantyn and Kerren, Andreas},
title = {{FeatureEnVi}: {V}isual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches},
journal = {IEEE Transactions on Visualization and Computer Graphics},
year = {2022},
volume={28},
number={4},
month=apr,
pages={1773--1791},
doi={10.1109/TVCG.2022.3141040},
publisher = {IEEE Computer Society},
}


@article{Neves2022Fast,
author = {Neves, T{\'a}cito Trindade de Ara{\'u}jo Tiburtino and Martins, Rafael M. and Coimbra, Danilo Barbosa and Kucher, Kostiantyn and Kerren, Andreas and Paulovich, Fernando V.},
title = {Fast and Reliable Incremental Dimensionality Reduction for Streaming Data},
journal = {Computers \& Graphics},
year = {2022},
volume = {102},
month = feb,
pages={233--244},
issn = {0097-8493},
doi = {10.1016/j.cag.2021.08.009},
//url = {https://www.sciencedirect.com/science/article/pii/S0097849321001734},
}


@inproceedings{Kucher2022TaskBased,
author={Kostiantyn Kucher and Samir Bouchama and Achim Ebert and Andreas Kerren},
title={Task-Based Evaluation of Sentiment Visualization Techniques},
booktitle={Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP~'22) --- Volume 3: IVAPP},
series={IVAPP~'22},
year={2022},
pages={187--194},
doi={10.5220/0010916400003124},
isbn={978-989-758-555-5},
publisher={SciTePress},
}



@COMMENT {--- 2021 ---}


@PROCEEDINGS{SweDS21,
  editor={Martins, Rafael M. and Ericsson, Morgan and Weyns, Danny and Kucher, Kostiantyn},
  title={Proceedings of the 2021 Swedish Workshop on Data Science},
  series={SweDS~'21}, 
  year={2021},
  doi={10.1109/SweDS53855.2021},
  publisher={IEEE},
}

@INPROCEEDINGS{Fatemi2021SelfSimilarity,
  author={Fatemi, Masoud and Kucher, Kostiantyn and Laitinen, Mikko and Fr{\"a}nti, Pasi},
  booktitle={Proceedings of the Swedish Workshop on Data Science},
  series={SweDS~'21}, 
  title={Self-Similarity of {T}witter Users}, 
  year={2021},
  doi={10.1109/SweDS53855.2021.9638288},
  publisher={IEEE},
}

@INPROCEEDINGS{Yantseva2021Machine,
  author={Yantseva, Victoria and Kucher, Kostiantyn},
  booktitle={Proceedings of the Swedish Workshop on Data Science},
  series={SweDS~'21}, 
  title={Machine Learning for Social Sciences: {S}tance Classification of User Messages on a Migrant-Critical Discussion Forum}, 
  year={2021},
  doi={10.1109/SweDS53855.2021.9637718},
  publisher={IEEE},
}

@inproceedings{Chatzimparmpas2021Empirical,
  author={Chatzimparmpas, Angelos and Martins, Rafael M. and Kucher, Kostiantyn and Kerren, Andreas},
  title={Empirical Study: {V}isual Analytics for Comparing Stacking to Blending Ensemble Learning}, 
  booktitle={Proceedings of the 23rd International Conference on Control Systems and Computer Science}, 
  series={CSCS~'21},
  year={2021},
  pages={1--8},
  doi={10.1109/CSCS52396.2021.00008},
  publisher={IEEE},
  note={\emph{Invited Paper}},
}

@article{Chatzimparmpas2021VisEvol,
author = {Chatzimparmpas, Angelos and Martins, Rafael M. and Kucher, Kostiantyn and Kerren, Andreas},
title = {{VisEvol}: {V}isual Analytics to Support Hyperparameter Search through Evolutionary Optimization},
journal = {Computer Graphics Forum},
issn = {1467-8659},
year = {2021},
//editor = {R. Borgo and G. E. Marai and and T. von Landesberger},
volume = {40},
number = {3},
publisher = {The Eurographics Association and John Wiley \& Sons Ltd.},
pages = {201--214},
DOI = {10.1111/cgf.14300},
month = jun,
//url={https://diglib.eg.org/handle/10.1111/cgf14300},
}

@inproceedings{Kucher2021Project,
booktitle = {Proceedings of the 42nd Annual Conference of the European Association for Computer Graphics --- Education Papers},
series = {EG~'21},
//editor = {Sousa Santos, Beatrice and Domik, Gitta},
title = {Project in Visualization and Data Analysis: {E}xperiences in Designing and Coordinating the Course},
author = {Kucher, Kostiantyn and Martins, Rafael M. and Kerren, Andreas},
year = {2021},
pages = {39--44},
publisher = {The Eurographics Association},
ISSN = {1017-4656},
ISBN = {978-3-03868-132-8},
DOI = {10.2312/eged20211005},
}

@inproceedings{Kucher2021Towards,
author={Kostiantyn Kucher and Masoud Fatemi and Mikko Laitinen},
title={Towards Visual Sociolinguistic Network Analysis},
booktitle={Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP~'21) --- Volume 3: IVAPP},
series={IVAPP~'21},
year={2021},
pages={248--255},
doi={10.5220/0010328202480255},
isbn={978-989-758-488-6},
publisher={SciTePress},
}

@article{Chatzimparmpas2021StackGenVis,
author = {Chatzimparmpas, Angelos and Martins, Rafael M. and Kucher, Kostiantyn and Kerren, Andreas},
title = {{StackGenVis}: {A}lignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics},
journal = {IEEE Transactions on Visualization and Computer Graphics},
year = {2021},
volume={27},
number={2},
month=feb,
pages={1547--1557},
doi={10.1109/TVCG.2020.3030352},
publisher = {IEEE Computer Society},
//note = {Proceedings of IEEE VAST~'20},
}



@COMMENT {--- 2020 ---}

@article{Simaki2020Annotating,
  author = {Simaki, Vasiliki and Paradis, Carita and Skeppstedt, Maria and Sahlgren, Magnus and Kucher, Kostiantyn and Kerren, Andreas},
  title = {Annotating Speaker Stance in Discourse: {T}he {Brexit Blog Corpus}},
  journal = {Corpus Linguistics and Linguistic Theory},
  volume={16},
  number={2},
  pages={215--248},
  doi={10.1515/cllt-2016-0060},
  year={2020},
  publisher={De Gruyter},
  issn={1613-7027},
  month=oct,
}

@article{Kucher2020StanceVisPrime,
  title={{StanceVis} {Prime}: {V}isual Analysis of Sentiment and Stance in Social Media Texts},
  author={Kucher, Kostiantyn and Martins, Rafael M. and Paradis, Carita and Kerren, Andreas},
  journal={Journal of Visualization},
  volume={23},
  number={6},
  pages={1015--1034},
  doi={10.1007/s12650-020-00684-5},
  year={2020},
  publisher={Springer},
  issn={1875-8975},
  month=dec,
}

@article{Chatzimparmpas2020TheState,
author = {Chatzimparmpas, Angelos and Martins, Rafael M. and Jusufi, Ilir and Kucher, Kostiantyn and Rossi, Fabrice and Kerren, Andreas},
title = {The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations},
journal = {Computer Graphics Forum},
issn = {1467-8659},
year = {2020},
//editor = {Smit, Noeska and Oeltze-Jafra, Steffen and Wang, Bei},
volume = {39},
number = {3},
publisher = {The Eurographics Association and John Wiley \& Sons Ltd.},
pages = {713--756},
DOI = {10.1111/cgf.14034},
month = jun,
}

@inproceedings{Skeppstedt2020Topic,
author = {Skeppstedt, Maria and Ahltorp, Magnus and Kucher, Kostiantyn and Kerren, Andreas and Rzepka, Rafal and Araki, Kenji},
title = {Topic Modelling Applied to a Second Language: {A} Language Adaption and Tool Evaluation Study},
booktitle = {Selected Papers from the CLARIN Annual Conference 2019},
year = {2020},
pages = {145--156},
doi = {10.3384/ecp2020172017},
series = {Link{\"o}ping Electronic Conference Proceedings},
volume = {172},
articleno = {17},
publisher = {Link{\"o}ping University Electronic Press},
}

@COMMENT {--- 2019 ---}

@phdthesis{Kucher2019Dissertation,
author = {Kucher, Kostiantyn},
title = {Sentiment and Stance Visualization of Textual Data for Social Media},
year = {2019},
month = apr,
school = {Linnaeus University},
url = {http://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-81081},
keywords = {stance visualization, sentiment visualization, text visualization, stance analysis, sentiment analysis, opinion mining, visualization, interaction, visual analytics, NLP, text mining, text analytics, social media},
publisher = {Linnaeus University Press},
series = {Linnaeus University Dissertations},
volume = {347/2019},
note = {Linnaeus University Dissertations No 347/2019, Linnaeus University Press},
}

@inproceedings{Kucher2019Text,
author = {Kucher, Kostiantyn and Kerren, Andreas},
title = {Text Visualization Revisited: {T}he State of the Field in 2019},
booktitle = {Poster Abstracts of the EG/VGTC Conference on Visualization},
series = {EuroVis~'19},
year = {2019},
pages = {29--31},
doi = {10.2312/eurp.20191138},
publisher = {The Eurographics Association},
}

@COMMENT {--- 2018 ---}

@article{Kucher2018TheState,
author = {Kucher, Kostiantyn and Paradis, Carita and Kerren, Andreas},
title = {The State of the Art in Sentiment Visualization},
journal = {Computer Graphics Forum},
issn = {1467-8659},
//url = {http://sentimentvis.lnu.se},
doi = {10.1111/cgf.13217},
year = {2018},
month = feb,
volume = {37}, 
number = {1}, 
pages = {71--96},
keywords = {sentiment visualization, text visualization, sentiment analysis, opinion mining, • Information systems → Sentiment analysis; • Human-centred computing → Visualization techniques; • Human-centred computing → Visual analytics; • Human-centred computing → Information visualization; • Human-centred computing → Visualization systems and tools},
}

@inproceedings{Kucher2018DoSVis,
author={Kostiantyn Kucher and Carita Paradis and Andreas Kerren},
title={{DoSVis}: {D}ocument Stance Visualization},
booktitle={Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP '18) --- Volume 3: IVAPP},
series={IVAPP~'18},
year={2018},
pages={168--175},
doi={10.5220/0006539101680175},
isbn={978-989-758-289-9},
location={Funchal, Madeira, Portugal},
publisher={SciTePress},
}

@inproceedings{Kucher2018Visual,
author = {Kucher, Kostiantyn and Paradis, Carita and Kerren, Andreas},
title = {Visual Analysis of Sentiment and Stance in Social Media Texts},
booktitle = {Poster Abstracts of the EG/VGTC Conference on Visualization},
series = {EuroVis~'18},
year = {2018},
pages = {49--51},
doi = {10.2312/eurp.20181127},
publisher = {The Eurographics Association},
}

@inproceedings{Kucher2018Analysis,
 author = {Kucher, Kostiantyn and Martins, Rafael M. and Kerren, Andreas},
 title = {Analysis of {VINCI} 2009--2017 Proceedings},
 booktitle = {Proceedings of the 11th International Symposium on Visual Information Communication and Interaction},
 series = {VINCI~'18},
 year = {2018},
 isbn = {978-1-4503-6501-7},
 location = {V{\"a}xj{\"o}, Sweden},
 pages = {97--101},
 numpages = {5},
 //url = {http://doi.acm.org/10.1145/3231622.3231641},
 doi = {10.1145/3231622.3231641},
 acmid = {3231641},
 publisher = {ACM},
 //address = {New York, NY, USA},
 keywords = {meta-analysis, overview, scientific literature, survey, topic modeling, visualization},
} 

@inproceedings{Kucher2018Application,
 author = {Kucher, Kostiantyn and Skeppstedt, Maria and Kerren, Andreas},
 title = {Application of Interactive Computer-Assisted Argument Extraction to Opinionated Social Media Texts},
 booktitle = {Poster Abstracts of the 11th International Symposium on Visual Information Communication and Interaction},
 series = {VINCI~'18},
 year = {2018},
 isbn = {978-1-4503-6501-7},
 location = {V{\"a}xj{\"o}, Sweden},
 pages = {102--103},
 numpages = {2},
 //url = {http://doi.acm.org/10.1145/3231622.3232505},
 doi = {10.1145/3231622.3232505},
 acmid = {3232505},
 publisher = {ACM},
 //address = {New York, NY, USA},
 keywords = {annotation, argument extraction, interaction, sentiment analysis, sentiment visualization, stance analysis, stance visualization, text visualization, topic modeling, visualization},
} 

@inproceedings{Skeppstedt2018Topics,
  title={{Topics2Themes}: {C}omputer--Assisted Argument Extraction by Visual Analysis of Important Topics},
  author={Skeppstedt, Maria and Kucher, Kostiantyn and Stede, Manfred and Kerren, Andreas},
  booktitle={Proceedings of the 3rd Workshop on Visualization as Added Value in the Development, Use and Evaluation of Language Resources at LREC '18},
  series={VisLR~III},
  year={2018},
  pages = {9--16},
  location={Miyazaki, Japan},
  url={http://lrec-conf.org/workshops/lrec2018/W16/summaries/2_W16.html},
  publisher = {ELRA},
  //address = {Paris, France},
}


@COMMENT {--- 2017 ---}

@inproceedings{Kerren2017MDS,
booktitle = {Poster Abstracts of the EG/VGTC Conference on Visualization},
series = {EuroVis~'17},
title = {{MDS}-Based Visual Survey of Biological Data Visualization Techniques},
author = {Kerren, Andreas and Kucher, Kostiantyn and Li, Yuan-Fang and Schreiber, Falk},
year = {2017},
pages = {85--87},
publisher = {The Eurographics Association},
ISBN = {978-3-03868-044-4},
DOI = {10.2312/eurp.20171175},
//editor = {Anna Puig Puig and Tobias Isenberg},
}

@article{Kerren2017BioVis,
    author = {Kerren, Andreas AND Kucher, Kostiantyn AND Li, Yuan-Fang AND Schreiber, Falk},
    journal = {PLOS ONE},
    publisher = {Public Library of Science},
    title = {{BioVis} {E}xplorer: {A} Visual Guide for Biological Data Visualization Techniques},
    year = {2017},
    month = nov,
    volume = {12},
	number = {11},
	articleno = {e0187341},
    doi = {10.1371/journal.pone.0187341},
	//url = {https://doi.org/10.1371/journal.pone.0187341},
    //pages = {1-14},
}

@article{Kucher2017Active,
 author = {Kucher, Kostiantyn and Paradis, Carita and Sahlgren, Magnus and Kerren, Andreas},
 title = {Active Learning and Visual Analytics for Stance Classification with {ALVA}},
 journal = {ACM Transactions on Interactive Intelligent Systems},
 //issue_date = {October 2017},
 volume = {7},
 number = {3},
 month = oct,
 year = {2017},
 issn = {2160-6455},
 pages = {14:1--14:31},
 articleno = {14},
 numpages = {31},
 //url = {http://doi.acm.org/10.1145/3132169},
 doi = {10.1145/3132169},
 acmid = {3132169},
 publisher = {ACM},
 //address = {New York, NY, USA},
 keywords = {NLP, Visualization, active learning, annotation, sentiment analysis, sentiment visualization, stance analysis, stance visualization, text analytics, text visualization, visual analytics},
} 

@inproceedings{Martins2017StanceXplore,
author = {Martins, Rafael M. and Simaki, Vasiliki and Kucher, Kostiantyn and Paradis, Carita and Kerren, Andreas},
booktitle = {Proceedings of the 2nd Workshop on Visualization for the Digital Humanities},
series = {VIS4DH~'17},
title = {{StanceXplore}: {V}isualization for the Interactive Exploration of Stance in Social Media},
year = {2017},
url={http://vis4dh.dbvis.de/papers/2017/},
}

@inproceedings{Skeppstedt2017Language,
  title={Language Processing Components of the {StaViCTA} Project},
  author={Skeppstedt, Maria and Kucher, Kostiantyn and Paradis, Carita and Kerren, Andreas},
  booktitle={Proceedings of the Workshop on Logic and Algorithms in Computational Linguistics},
  series={LACompLing~'17},
  pages={137--138},
  year={2017},
  publisher={Stockholm University},
  url = {https://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-66071},
}




@COMMENT {--- 2016 ---}

@article{Kucher2016VisualOnline,
author = {Kucher, Kostiantyn and Schamp-Bjerede, Teri and Kerren, Andreas and Paradis, Carita and Sahlgren, Magnus}, 
title = {Visual Analysis of Online Social Media to Open Up the Investigation of Stance Phenomena},
year = {2016},
month = apr,
volume = {15}, 
number = {2}, 
pages = {93--116},  
doi = {10.1177/1473871615575079},
//URL = {http://ivi.sagepub.com/content/15/2/93.abstract}, 
//eprint = {http://ivi.sagepub.com/content/15/2/93.full.pdf+html}, 
journal = {Information Visualization} 
}

@inproceedings{Kucher2016VisualAnnotations,
author = {Kucher, Kostiantyn and Kerren, Andreas and Paradis, Carita and Sahlgren, Magnus},
title = {Visual Analysis of Text Annotations for Stance Classification with {ALVA}},
booktitle = {Poster Abstracts of the EG/VGTC Conference on Visualization},
series = {EuroVis~'16},
year = {2016},
pages = {49--51},
doi = {10.2312/eurp.20161139},
publisher = {The Eurographics Association},
}

@inproceedings{Kucher2016Visualizing,
author = {Kucher, Kostiantyn and Cernea, Daniel and Kerren, Andreas},
booktitle = {Proceedings of the ACM IUI 2016 Workshop on Emotion and Visualization},
series = {EmoVis~2016},
location = {Sonoma, CA, USA},
//number = {103},
pages = {15--22},
publisher = {Link{\"o}ping University Electronic Press},
title = {Visualizing Excitement of Individuals and Groups},
year = {2016},
issn = {1650--3740},
doi = {10.3384/ecp10303},
}

@inproceedings{Kucher2016Methodology,
  title={Methodology and Applications of Visual Stance Analysis: {A}n Interactive Demo},
  author={Kucher, Kostiantyn and Kerren, Andreas and Paradis, Carita and Sahlgren, Magnus},
  booktitle={Abstracts of the International Symposium on Digital Humanities},
  location={V{\"a}xj{\"o}, Sweden},
  pages={56--57},
  year={2016},
  organization={Linnaeus University},
  url = {https://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-57763},
}


@COMMENT {--- 2015 ---}

@inproceedings{Kucher2015Text,
  title={Text Visualization Techniques: {T}axonomy, Visual Survey, and Community Insights},
  author={Kucher, Kostiantyn and Kerren, Andreas},
  booktitle={Proceedings of the IEEE Pacific Visualization Symposium},
  series={PacificVis~'15},
  pages={117--121},
  year={2015},
  doi={10.1109/PACIFICVIS.2015.7156366},
  publisher={IEEE},
  //address={New York, NY, USA},
  location={Hangzhou, China},
}

@inproceedings{SchampBjerede2015New,
  title={New Perspectives on Gathering, Vetting and Employing Big Data from Online Social Media: {A}n Interdisciplinary Approach},
  author={Schamp-Bjerede, Teri and Paradis, Carita and Kucher, Kostiantyn and Kerren, Andreas and Sahlgren, Magnus},
  booktitle={Abstracts of the 36th International Computer Archive of Modern and Medieval English Conference},
  series={ICAME~36},
  pages={153--155},
  location={Trier, Germany},
  year={2015},
  url = {https://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-43364},
}


@COMMENT {--- 2014 ---}

@inproceedings{Kucher2014Visual,
 author = {Kucher, Kostiantyn and Kerren, Andreas and Paradis, Carita and Sahlgren, Magnus},
 title = {Visual Analysis of Stance Markers in Online Social Media},
 booktitle = {Poster Abstracts of the IEEE Conference on Visual Analytics Science and Technology},
 series={VAST~'14},
 year = {2014},
 location = {Paris, France},
 pages={259--260}, 
 doi={10.1109/VAST.2014.7042519}, 
 publisher={IEEE},
 } 

@inproceedings{Kucher2014Text,
 author = {Kucher, Kostiantyn and Kerren, Andreas},
 title = {{T}ext {V}isualization {B}rowser: {A} Visual Survey of Text Visualization Techniques},
 booktitle = {Poster Abstracts of the IEEE Conference on Information Visualization},
 series={InfoVis~'14},
 year = {2014},
 location = {Paris, France},
 url = {https://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-36296},
 } 


@inproceedings{SchampBjerede2014Turning,
  title={Turning Face: {E}moticons as Reinforcers/Attenuators},
  author={Schamp-Bjerede, Teri and Paradis, Carita and Kucher, Kostiantyn and Kerren, Andreas and Sahlgren, Magnus},
  booktitle={Poster Abstracts of the International Conference on Conceptual Structure, Discourse, and Language},
  series={CSDL~'14},
  location={Santa Barbara, CA, USA},
  year={2014},
  url = {https://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-37001},
}

@inproceedings{SchampBjerede2014Hedges,
  title={Hedges and Tweets: {C}ertainty and Uncertainty in Epistemic Markers in Microblog Feeds},
  author={Schamp-Bjerede, Teri and Paradis, Carita and Kucher, Kostiantyn and Kerren, Andreas and Sahlgren, Magnus and Rahimi, Afshin},
  booktitle={Abstracts of the 47th Annual Meeting of the Societas Linguistica Europaea},
  series={SLE~'14},
  location={Pozna{\'n}, Poland},
  pages={199},
  year={2014},
  url = {https://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-37128},
}

@inproceedings{SchampBjerede2014TheSignifier,
  title={The Signifier, Signified \& Stance: {A} Study on the Happy/Sad Emoticon as Emotionizers},
  author={Schamp-Bjerede, Teri and Paradis, Carita and Kucher, Kostiantyn and Kerren, Andreas and Sahlgren, Magnus},
  booktitle={Poster Abstracts of The First Conference of the International Association for Cognitive Semiotics},
  series={IACS~'14},
  location={Lund, Sweden},
  publisher={Lund University},
  pages={219},
  year={2014},
  url = {https://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-36999},
}


@COMMENT {--- Before 2014 ---}


@inproceedings{Kucher2013ASelf-Adaptive,
author = {Kucher, Kostiantyn and Weyns, Danny},
title = {A Self-Adaptive Software System to Support Elderly Care},
booktitle = {Proceedings of the International Conference of Students and Young Researchers ``Modern Information Technologies''},
series = {MIT~'13},
location = {Odessa, Ukraine},
year = {2013},
publisher={Odessa National Polytechnic University},
url = {https://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-25924},
}

@inproceedings{Kucher2012Structured,
author = {Kucher, Kostiantyn and Antoshchuk, Svitlana},
title = {Structured Documents Layout Identification Using User-Defined Model},
booktitle = {Proceedings of the International Conference of Students and Young Researchers ``Modern Information Technologies''},
series = {MIT~'12},
location = {Odessa, Ukraine},
year = {2012},
publisher={Odessa National Polytechnic University},
note = {\emph{In Ukrainian}},
}

@inproceedings{Kucher2011Usage,
author = {Kucher, Kostiantyn and Antoshchuk, Svitlana},
title = {Usage of Radial Basis Function Network for Handwritten Digits Recognition},
booktitle = {Proceedings of the International Conference of Students and Young Researchers ``Modern Information Technologies''},
series = {MIT~'11},
location = {Odessa, Ukraine},
year = {2011},
publisher={Odessa National Polytechnic University},
note = {\emph{In Ukrainian}},
}

@inproceedings{Kucher2010Geometrical,
author = {Kucher, Kostiantyn and Antoshchuk, Svitlana},
title = {Geometrical Image Distortions Compensation for Forms Processing},
booktitle = {Proceedings of the Conference of ONPU Young Researchers ``Modern Information Technologies and Telecommunication Networks''},
series = {MITTN~'10},
location = {Odessa, Ukraine},
year = {2010},
publisher={Odessa National Polytechnic University},
note = {\emph{In Ukrainian}},
url={http://dspace.opu.ua/jspui/handle/123456789/4572},
}

@article{Antoshchuk2009Feature,
author = {Antoshchuk, Svitlana and Krysenko, Natalia and Krysenko, Illia and Kucher, Kostiantyn},
title = {Significant Method for the Recognition of Structured Documents With Manuscript Filling on the Basis of a Convolutional Neural Network},
journal = {Electrical Engineering and Electrical Equipment},
year = {2009},
number = {72}, 
pages = {10--14},
note = {\emph{In Ukrainian}},
url={https://eltecs.op.edu.ua/index.php/journal/article/view/2738},
}