Kostiantyn Kucher

53 papers A 1B 2C 3Journal 28Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Addressing the Heterogeneity of Visualization in an Introductory PhD Course in the Swedish Context. CoRR Kostiantyn Kucher, Niklas Rönnberg, Jonas Löwgren
2025	J	`jnl`	Adversarial attacks on machine learning-aided visualizations. J. Vis. Takanori Fujiwara, Kostiantyn Kucher, Junpeng Wang, Rafael Messias Martins, Andreas Kerren, Anders Ynnerman
2025	—	`conf`	Designing Explainable and Counterfactual-Based AI Interfaces for Operators in Process Industries. VISIGRAPP (1): GRAPP, HUCAPP, IVAPP Yanqing Zhang, Leila Methnani, Emmanuel Brorsson, Elmira Zohrevandi, Andreas Darnell, Kostiantyn Kucher
2025	C	`conf`	EuroEnergyVis: Interactive Visualization of Power Plant Data for European Countries. VINCI Jinyi Wang, Kostiantyn Kucher, Richard Pates, Andreas Kerren
2025	J	`jnl`	Using similarity network analysis to improve text similarity calculations. Appl. Netw. Sci. Daniel Witschard, Kostiantyn Kucher, Ilir Jusufi, Andreas Kerren
2025	J	`jnl`	Visually guided extraction of prevalent topics. Inf. Vis. Daniel Witschard, Ilir Jusufi, Kostiantyn Kucher, Andreas Kerren
2024	—	`ed.`	26th Eurographics Conference on Visualization, EuroVis 2024 - Posters, Odense, Denmark, May 27-31, 2024 EuroVis (Posters) Kostiantyn Kucher, Alexandra Diehl, Christina Gillmann
2024	J	`jnl`	Adversarial Attacks on Machine Learning-Aided Visualizations. CoRR Takanori Fujiwara, Kostiantyn Kucher, Junpeng Wang, Rafael Messias Martins, Andreas Kerren, Anders Ynnerman
2024	A	`conf`	Beyond Text and Speech in Conversational Agents: Mapping the Design Space of Avatars. Conference on Designing Interactive Systems Mashrur Rashik, Mahmood Jasim, Kostiantyn Kucher, Ali Sarvghad, Narges Mahyar
2024	J	`jnl`	From word clouds to Word Rain: Revisiting the classic word cloud to visualize climate change texts. Inf. Vis. Maria Skeppstedt, Magnus Ahltorp, Kostiantyn Kucher, Matts Lindström
2024	J	`jnl`	Glyph design for communication initiation in real-time human-automation collaboration. Vis. Informatics Magnus Nylin, Jonas Lundberg, Magnus Bång, Kostiantyn Kucher
2024	—	`conf`	Towards a Visual Analytics System for Emotion Trajectories in Multiparty Conversations. EuroVis (Posters) Zeyang Huang, Kostiantyn Kucher, Andreas Kerren
2024	—	`conf`	Visual Analysis of Power Plant Data for European Countries. EuroVis (Posters) Jinyi Wang, Kostiantyn Kucher, Andreas Kerren
2024	J	`jnl`	Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023. IEEE Computer Graphics and Applications Angelos Chatzimparmpas, Kostiantyn Kucher, Andreas Kerren
2024	J	`jnl`	Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023. CoRR Angelos Chatzimparmpas, Kostiantyn Kucher, Andreas Kerren
2024	—	`conf`	Visualization of Swedish News Articles: A Design Study. VISIGRAPP (1): GRAPP, HUCAPP, IVAPP Kostiantyn Kucher, Nellie Engström, Wilma Axelsson, Berkant Savas, Andreas Kerren
2023	—	`conf`	Supporting University Research and Administration via Interactive Visual Exploration of Bibliographic Data. VISIGRAPP (3: IVAPP) Kostiantyn Kucher, Andreas Kerren
2023	J	`jnl`	Using social-media-network ties for predicting intended protest participation in Russia. Online Soc. Networks Media Elizaveta Kopacheva, Masoud Fatemi, Kostiantyn Kucher
2023	J	`jnl`	VA + Embeddings STAR: A State-of-the-Art Report on the Use of Embeddings in Visual Analytics. Comput. Graph. Forum Zeyang Huang, Daniel Witschard, Kostiantyn Kucher, Andreas Kerren
2023	B	`conf`	Visually Guided Network Reconstruction Using Multiple Embeddings. PacificVis Daniel Witschard, Ilir Jusufi, Kostiantyn Kucher, Andreas Kerren
2022	—	`conf`	An Interdisciplinary Perspective on Evaluation and Experimental Design for Visual Text Analytics: Position Paper. BELIV Kostiantyn Kucher, Nicole Sultanum, Angel Daza, Vasiliki Simaki, Maria Skeppstedt, Barbara Plank, Jean-Daniel Fekete, Narges Mahyar
2022	J	`jnl`	An Interdisciplinary Perspective on Evaluation and Experimental Design for Visual Text Analytics: Position Paper. CoRR Kostiantyn Kucher, Nicole Sultanum, Angel Daza, Vasiliki Simaki, Maria Skeppstedt, Barbara Plank, Jean-Daniel Fekete, Narges Mahyar
2022	J	`jnl`	Fast and reliable incremental dimensionality reduction for streaming data. Comput. Graph. Tácito Trindade de Araújo Tiburtino Neves, Rafael Messias Martins, Danilo Barbosa Coimbra, Kostiantyn Kucher, Andreas Kerren, Fernando V. Paulovich
2022	J	`jnl`	FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches. IEEE Trans. Vis. Comput. Graph. Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
2022	J	`jnl`	Interactive optimization of embedding-based text similarity calculations. Inf. Vis. Daniel Witschard, Ilir Jusufi, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
2022	J	`jnl`	Stance Classification of Social Media Texts for Under-Resourced Scenarios in Social Sciences. Data Victoria Yantseva, Kostiantyn Kucher
2022	—	`conf`	Task-based Evaluation of Sentiment Visualization Techniques. VISIGRAPP (3: IVAPP) Kostiantyn Kucher, Samir Bouchama, Achim Ebert, Andreas Kerren
2022	J	`jnl`	The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations. CoRR Angelos Chatzimparmpas, Rafael Messias Martins, Ilir Jusufi, Kostiantyn Kucher, Fabrice Rossi, Andreas Kerren
2021	—	`conf`	Empirical Study: Visual Analytics for Comparing Stacking to Blending Ensemble Learning. CSCS Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
2021	J	`jnl`	FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches. CoRR Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
2021	J	`jnl`	StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics. IEEE Trans. Vis. Comput. Graph. Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
2021	—	`conf`	Towards Visual Sociolinguistic Network Analysis. VISIGRAPP (3: IVAPP) Kostiantyn Kucher, Masoud Fatemi, Mikko Laitinen
2021	J	`jnl`	VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization. Comput. Graph. Forum Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
2020	J	`jnl`	StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics. CoRR Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
2020	J	`jnl`	StanceVis Prime: visual analysis of sentiment and stance in social media texts. J. Vis. Kostiantyn Kucher, Rafael Messias Martins, Carita Paradis, Andreas Kerren
2020	J	`jnl`	The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations. Comput. Graph. Forum Angelos Chatzimparmpas, Rafael Messias Martins, Ilir Jusufi, Kostiantyn Kucher, Fabrice Rossi, Andreas Kerren
2020	J	`jnl`	VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization. CoRR Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
2020	J	`jnl`	Xtreaming: an incremental multidimensional projection technique and its application to streaming data. CoRR Tácito T. A. T. Neves, Rafael Messias Martins, Danilo Barbosa Coimbra, Kostiantyn Kucher, Andreas Kerren, Fernando Vieira Paulovich
2019	—	`—`	Sentiment and Stance Visualization of Textual Data for Social Media. Kostiantyn Kucher
2019	—	`conf`	Text Visualization Revisited: The State of the Field in 2019. EuroVis (Posters) Kostiantyn Kucher, Andreas Kerren
2019	—	`conf`	Topic modelling applied to a second language: A language adaptation and tool evaluation study. CLARIN Annual Conference Maria Skeppstedt, Magnus Ahltorp, Kostiantyn Kucher, Andreas Kerren, Rafal Rzepka, Kenji Araki
2018	C	`conf`	Analysis of VINCI 2009-2017 Proceedings. VINCI Kostiantyn Kucher, Rafael Messias Martins, Andreas Kerren
2018	C	`conf`	Application of Interactive Computer-Assisted Argument Extraction to Opinionated Social Media Texts. VINCI Kostiantyn Kucher, Maria Skeppstedt, Andreas Kerren
2018	—	`conf`	DoSVis: Document Stance Visualization. VISIGRAPP (3: IVAPP) Kostiantyn Kucher, Carita Paradis, Andreas Kerren
2018	J	`jnl`	The State of the Art in Sentiment Visualization. Comput. Graph. Forum Kostiantyn Kucher, Carita Paradis, Andreas Kerren
2018	—	`conf`	Visual Analysis of Sentiment and Stance in Social Media Texts. EuroVis (Posters) Kostiantyn Kucher, Carita Paradis, Andreas Kerren
2017	J	`jnl`	Active Learning and Visual Analytics for Stance Classification with ALVA. ACM Trans. Interact. Intell. Syst. Kostiantyn Kucher, Carita Paradis, Magnus Sahlgren, Andreas Kerren
2017	—	`conf`	MDS-based Visual Survey of Biological Data Visualization Techniques. EuroVis (Posters) Andreas Kerren, Kostiantyn Kucher, Yuan-Fang Li, Falk Schreiber
2016	—	`conf`	Visual Analysis of Text Annotations for Stance Classification with ALVA. EuroVis (Posters) Kostiantyn Kucher, Andreas Kerren, Carita Paradis, Magnus Sahlgren
2016	J	`jnl`	Visual analysis of online social media to open up the investigation of stance phenomena. Inf. Vis. Kostiantyn Kucher, Teri Schamp-Bjerede, Andreas Kerren, Carita Paradis, Magnus Sahlgren
2016	—	`conf`	Visualizing Excitement of Individuals and Groups. EmoVis@IUI Kostiantyn Kucher, Daniel Cernea, Andreas Kerren
2015	B	`conf`	Text visualization techniques: Taxonomy, visual survey, and community insights. PacificVis Kostiantyn Kucher, Andreas Kerren
2014	—	`conf`	Visual analysis of stance markers in online social media. IEEE VAST Kostiantyn Kucher, Andreas Kerren, Carita Paradis, Magnus Sahlgren