Kostiantyn Kucher

According to our database1, Kostiantyn Kucher authored at least 31 papers between 2014 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2023
Using social-media-network ties for predicting intended protest participation in Russia.
Online Soc. Networks Media, September, 2023

Visually Guided Network Reconstruction Using Multiple Embeddings.
Proceedings of the 16th IEEE Pacific Visualization Symposium, 2023

Supporting University Research and Administration via Interactive Visual Exploration of Bibliographic Data.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

2022
FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches.
IEEE Trans. Vis. Comput. Graph., 2022

Interactive optimization of embedding-based text similarity calculations.
Inf. Vis., 2022

Stance Classification of Social Media Texts for Under-Resourced Scenarios in Social Sciences.
Data, 2022

Fast and reliable incremental dimensionality reduction for streaming data.
Comput. Graph., 2022

Task-based Evaluation of Sentiment Visualization Techniques.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

An Interdisciplinary Perspective on Evaluation and Experimental Design for Visual Text Analytics: Position Paper.
Proceedings of the IEEE Evaluation and Beyond, 2022

2021
StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics.
IEEE Trans. Vis. Comput. Graph., 2021

VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization.
Comput. Graph. Forum, 2021

Towards Visual Sociolinguistic Network Analysis.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Empirical Study: Visual Analytics for Comparing Stacking to Blending Ensemble Learning.
Proceedings of the 23rd International Conference on Control Systems and Computer Science, 2021

2020
StanceVis Prime: visual analysis of sentiment and stance in social media texts.
J. Vis., 2020

Xtreaming: an incremental multidimensional projection technique and its application to streaming data.
CoRR, 2020

The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations.
Comput. Graph. Forum, 2020

2019
Sentiment and Stance Visualization of Textual Data for Social Media.
PhD thesis, 2019

Text Visualization Revisited: The State of the Field in 2019.
Proceedings of the 21st Eurographics Conference on Visualization, 2019

Topic modelling applied to a second language: A language adaptation and tool evaluation study.
Proceedings of the Selected Papers from the CLARIN Annual Conference 2019, Leipzig, Germany, September 30, 2019

2018
The State of the Art in Sentiment Visualization.
Comput. Graph. Forum, 2018

Visual Analysis of Sentiment and Stance in Social Media Texts.
Proceedings of the 20th Eurographics Conference on Visualization, 2018

Application of Interactive Computer-Assisted Argument Extraction to Opinionated Social Media Texts.
Proceedings of the 11th International Symposium on Visual Information Communication and Interaction, 2018

Analysis of VINCI 2009-2017 Proceedings.
Proceedings of the 11th International Symposium on Visual Information Communication and Interaction, 2018

DoSVis: Document Stance Visualization.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

2017
Active Learning and Visual Analytics for Stance Classification with ALVA.
ACM Trans. Interact. Intell. Syst., 2017

MDS-based Visual Survey of Biological Data Visualization Techniques.
Proceedings of the 19th Eurographics Conference on Visualization, 2017

2016
Visual analysis of online social media to open up the investigation of stance phenomena.
Inf. Vis., 2016

Visual Analysis of Text Annotations for Stance Classification with ALVA.
Proceedings of the 18th Eurographics Conference on Visualization, 2016

Visualizing Excitement of Individuals and Groups.
Proceedings of ACM IUI 2016 Workshop on Emotion and Visualization, 2016

2015
Text visualization techniques: Taxonomy, visual survey, and community insights.
Proceedings of the 2015 IEEE Pacific Visualization Symposium, 2015

2014
Visual analysis of stance markers in online social media.
Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014


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