Kostiantyn Kucher

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 40

Top Topics

Conversational Agents

Machine Learning

Top Venues

VISIGRAPP (3: IVAPP)

EuroVis (Posters)

Comput. Graph. Forum

Publications

Angelos Chatzimparmpas, Kostiantyn Kucher, Andreas Kerren
Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023. IEEE Computer Graphics and Applications 44 (3) (2024)
Maria Skeppstedt, Magnus Ahltorp, Kostiantyn Kucher, Matts Lindström
From word clouds to Word Rain: Revisiting the classic word cloud to visualize climate change texts. Inf. Vis. 23 (3) (2024)
Angelos Chatzimparmpas, Kostiantyn Kucher, Andreas Kerren
Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023. CoRR (2024)
Mashrur Rashik, Mahmood Jasim, Kostiantyn Kucher, Ali Sarvghad, Narges Mahyar
Beyond Text and Speech in Conversational Agents: Mapping the Design Space of Avatars. Conference on Designing Interactive Systems (2024)
Kostiantyn Kucher, Nellie Engström, Wilma Axelsson, Berkant Savas, Andreas Kerren
Visualization of Swedish News Articles: A Design Study. VISIGRAPP (1): GRAPP, HUCAPP, IVAPP (2024)
Kostiantyn Kucher, Andreas Kerren
Supporting University Research and Administration via Interactive Visual Exploration of Bibliographic Data. VISIGRAPP (3: IVAPP) (2023)
Zeyang Huang, Daniel Witschard, Kostiantyn Kucher, Andreas Kerren
VA + Embeddings STAR: A State-of-the-Art Report on the Use of Embeddings in Visual Analytics. Comput. Graph. Forum 42 (3) (2023)
Elizaveta Kopacheva, Masoud Fatemi, Kostiantyn Kucher
Using social-media-network ties for predicting intended protest participation in Russia. Online Soc. Networks Media (2023)
Daniel Witschard, Ilir Jusufi, Kostiantyn Kucher, Andreas Kerren
Visually Guided Network Reconstruction Using Multiple Embeddings. PacificVis (2023)
Daniel Witschard, Ilir Jusufi, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
Interactive optimization of embedding-based text similarity calculations. Inf. Vis. 21 (4) (2022)
Victoria Yantseva, Kostiantyn Kucher
Stance Classification of Social Media Texts for Under-Resourced Scenarios in Social Sciences. Data 7 (11) (2022)
Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches. IEEE Trans. Vis. Comput. Graph. 28 (4) (2022)
Angelos Chatzimparmpas, Rafael Messias Martins, Ilir Jusufi, Kostiantyn Kucher, Fabrice Rossi, Andreas Kerren
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations. CoRR (2022)
Tácito Trindade de Araújo Tiburtino Neves, Rafael Messias Martins, Danilo Barbosa Coimbra, Kostiantyn Kucher, Andreas Kerren, Fernando V. Paulovich
Fast and reliable incremental dimensionality reduction for streaming data. Comput. Graph. 102 (2022)
Kostiantyn Kucher, Samir Bouchama, Achim Ebert, Andreas Kerren
Task-based Evaluation of Sentiment Visualization Techniques. VISIGRAPP (3: IVAPP) (2022)
Kostiantyn Kucher, Nicole Sultanum, Angel Daza, Vasiliki Simaki, Maria Skeppstedt, Barbara Plank, Jean-Daniel Fekete, Narges Mahyar
An Interdisciplinary Perspective on Evaluation and Experimental Design for Visual Text Analytics: Position Paper. BELIV (2022)
Kostiantyn Kucher, Nicole Sultanum, Angel Daza, Vasiliki Simaki, Maria Skeppstedt, Barbara Plank, Jean-Daniel Fekete, Narges Mahyar
An Interdisciplinary Perspective on Evaluation and Experimental Design for Visual Text Analytics: Position Paper. CoRR (2022)
Kostiantyn Kucher, Masoud Fatemi, Mikko Laitinen
Towards Visual Sociolinguistic Network Analysis. VISIGRAPP (3: IVAPP) (2021)
Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
Empirical Study: Visual Analytics for Comparing Stacking to Blending Ensemble Learning. CSCS (2021)
Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization. Comput. Graph. Forum 40 (3) (2021)
Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches. CoRR (2021)
Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Tácito T. A. T. Neves, Rafael Messias Martins, Danilo Barbosa Coimbra, Kostiantyn Kucher, Andreas Kerren, Fernando Vieira Paulovich
Xtreaming: an incremental multidimensional projection technique and its application to streaming data. CoRR (2020)
Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization. CoRR (2020)
Angelos Chatzimparmpas, Rafael Messias Martins, Ilir Jusufi, Kostiantyn Kucher, Fabrice Rossi, Andreas Kerren
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations. Comput. Graph. Forum 39 (3) (2020)
Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics. CoRR (2020)
Kostiantyn Kucher, Rafael Messias Martins, Carita Paradis, Andreas Kerren
StanceVis Prime: visual analysis of sentiment and stance in social media texts. J. Vis. 23 (6) (2020)
Kostiantyn Kucher, Andreas Kerren
Text Visualization Revisited: The State of the Field in 2019. EuroVis (Posters) (2019)
Maria Skeppstedt, Magnus Ahltorp, Kostiantyn Kucher, Andreas Kerren, Rafal Rzepka, Kenji Araki
Topic modelling applied to a second language: A language adaptation and tool evaluation study. CLARIN Annual Conference (2019)
Kostiantyn Kucher, Carita Paradis, Andreas Kerren
The State of the Art in Sentiment Visualization. Comput. Graph. Forum 37 (1) (2018)
Kostiantyn Kucher, Maria Skeppstedt, Andreas Kerren
Application of Interactive Computer-Assisted Argument Extraction to Opinionated Social Media Texts. VINCI (2018)
Kostiantyn Kucher, Carita Paradis, Andreas Kerren
Visual Analysis of Sentiment and Stance in Social Media Texts. EuroVis (Posters) (2018)
Kostiantyn Kucher, Rafael Messias Martins, Andreas Kerren
Analysis of VINCI 2009-2017 Proceedings. VINCI (2018)
Kostiantyn Kucher, Carita Paradis, Andreas Kerren
DoSVis: Document Stance Visualization. VISIGRAPP (3: IVAPP) (2018)
Andreas Kerren, Kostiantyn Kucher, Yuan-Fang Li, Falk Schreiber
MDS-based Visual Survey of Biological Data Visualization Techniques. EuroVis (Posters) (2017)
Kostiantyn Kucher, Carita Paradis, Magnus Sahlgren, Andreas Kerren
Active Learning and Visual Analytics for Stance Classification with ALVA. ACM Trans. Interact. Intell. Syst. 7 (3) (2017)
Kostiantyn Kucher, Daniel Cernea, Andreas Kerren
Visualizing Excitement of Individuals and Groups. EmoVis@IUI (2016)
Kostiantyn Kucher, Teri Schamp-Bjerede, Andreas Kerren, Carita Paradis, Magnus Sahlgren
Visual analysis of online social media to open up the investigation of stance phenomena. Inf. Vis. 15 (2) (2016)
Kostiantyn Kucher, Andreas Kerren, Carita Paradis, Magnus Sahlgren
Visual Analysis of Text Annotations for Stance Classification with ALVA. EuroVis (Posters) (2016)
Kostiantyn Kucher, Andreas Kerren
Text visualization techniques: Taxonomy, visual survey, and community insights. PacificVis (2015)
Kostiantyn Kucher, Andreas Kerren, Carita Paradis, Magnus Sahlgren
Visual analysis of stance markers in online social media. IEEE VAST (2014)