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Kostiantyn Kucher
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2020 – today
- 2024
- [j15]Angelos Chatzimparmpas
, Kostiantyn Kucher
Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023. IEEE Computer Graphics and Applications 44(3): 99-113 (2024) - [j14]Maria Skeppstedt
From word clouds to Word Rain: Revisiting the classic word cloud to visualize climate change texts. Inf. Vis. 23(3): 217-238 (2024) - [c19]Mashrur Rashik
Beyond Text and Speech in Conversational Agents: Mapping the Design Space of Avatars. Conference on Designing Interactive Systems 2024 - [c18]Kostiantyn Kucher, Nellie Engström, Wilma Axelsson, Berkant Savas, Andreas Kerren:
Visualization of Swedish News Articles: A Design Study. VISIGRAPP (1): GRAPP, HUCAPP, IVAPP 2024: 670-677 - [i8]Angelos Chatzimparmpas, Kostiantyn Kucher, Andreas Kerren:
Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023. CoRR abs/2403.12005 (2024) - [i7]Takanori Fujiwara, Kostiantyn Kucher, Junpeng Wang, Rafael Messias Martins, Andreas Kerren, Anders Ynnerman:
Adversarial Attacks on Machine Learning-Aided Visualizations. CoRR abs/2409.02485 (2024) - 2023
- [j13]Zeyang Huang
VA + Embeddings STAR: A State-of-the-Art Report on the Use of Embeddings in Visual Analytics. Comput. Graph. Forum 42(3): 539-571 (2023) - [j12]Elizaveta Kopacheva
Using social-media-network ties for predicting intended protest participation in Russia. Online Soc. Networks Media 37-38: 100273 (2023) - [c17]Kostiantyn Kucher, Andreas Kerren:
Supporting University Research and Administration via Interactive Visual Exploration of Bibliographic Data. VISIGRAPP (3: IVAPP) 2023: 248-255 - [c16]Daniel Witschard, Ilir Jusufi
Visually Guided Network Reconstruction Using Multiple Embeddings. PacificVis 2023: 212-216 - 2022
- [j11]Tácito Trindade de Araújo Tiburtino Neves
Fast and reliable incremental dimensionality reduction for streaming data. Comput. Graph. 102: 233-244 (2022) - [j10]Victoria Yantseva
Stance Classification of Social Media Texts for Under-Resourced Scenarios in Social Sciences. Data 7(11): 159 (2022) - [j9]Daniel Witschard
Interactive optimization of embedding-based text similarity calculations. Inf. Vis. 21(4): 335-353 (2022) - [j8]Angelos Chatzimparmpas
FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches. IEEE Trans. Vis. Comput. Graph. 28(4): 1773-1791 (2022) - [c15]Kostiantyn Kucher, Nicole Sultanum
An Interdisciplinary Perspective on Evaluation and Experimental Design for Visual Text Analytics: Position Paper. BELIV 2022: 28-37 - [c14]Kostiantyn Kucher, Samir Bouchama, Achim Ebert, Andreas Kerren:
Task-based Evaluation of Sentiment Visualization Techniques. VISIGRAPP (3: IVAPP) 2022: 187-194 - [i6]Kostiantyn Kucher, Nicole Sultanum, Angel Daza, Vasiliki Simaki
An Interdisciplinary Perspective on Evaluation and Experimental Design for Visual Text Analytics: Position Paper. CoRR abs/2209.11534 (2022) - [i5]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 abs/2212.11737 (2022) - 2021
- [j7]Angelos Chatzimparmpas
VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization. Comput. Graph. Forum 40(3): 201-214 (2021) - [j6]Angelos Chatzimparmpas
StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics. IEEE Trans. Vis. Comput. Graph. 27(2): 1547-1557 (2021) - [c13]Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren:
Empirical Study: Visual Analytics for Comparing Stacking to Blending Ensemble Learning. CSCS 2021: 1-8 - [c12]Kostiantyn Kucher, Masoud Fatemi
Towards Visual Sociolinguistic Network Analysis. VISIGRAPP (3: IVAPP) 2021: 248-255 - [i4]Angelos Chatzimparmpas
FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches. CoRR abs/2103.14539 (2021) - 2020
- [j5]Angelos Chatzimparmpas
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations. Comput. Graph. Forum 39(3): 713-756 (2020) - [j4]Kostiantyn Kucher
StanceVis Prime: visual analysis of sentiment and stance in social media texts. J. Vis. 23(6): 1015-1034 (2020) - [i3]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 abs/2003.09017 (2020) - [i2]Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren:
StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics. CoRR abs/2005.01575 (2020) - [i1]Angelos Chatzimparmpas
VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization. CoRR abs/2012.01205 (2020)
2010 – 2019
- 2019
- [b1]Kostiantyn Kucher:
Sentiment and Stance Visualization of Textual Data for Social Media. Linnaeus University, Sweden, 2019 - [c11]Maria Skeppstedt, Magnus Ahltorp
Topic modelling applied to a second language: A language adaptation and tool evaluation study. CLARIN Annual Conference 2019: 145-156 - [c10]Kostiantyn Kucher, Andreas Kerren:
Text Visualization Revisited: The State of the Field in 2019. EuroVis (Posters) 2019: 29-31 - 2018
- [j3]Kostiantyn Kucher
The State of the Art in Sentiment Visualization. Comput. Graph. Forum 37(1): 71-96 (2018) - [c9]Kostiantyn Kucher, Carita Paradis, Andreas Kerren:
DoSVis: Document Stance Visualization. VISIGRAPP (3: IVAPP) 2018: 168-175 - [c8]Kostiantyn Kucher, Rafael Messias Martins, Andreas Kerren:
Analysis of VINCI 2009-2017 Proceedings. VINCI 2018: 97-101 - [c7]Kostiantyn Kucher, Maria Skeppstedt, Andreas Kerren:
Application of Interactive Computer-Assisted Argument Extraction to Opinionated Social Media Texts. VINCI 2018: 102-103 - [c6]Kostiantyn Kucher, Carita Paradis, Andreas Kerren:
Visual Analysis of Sentiment and Stance in Social Media Texts. EuroVis (Posters) 2018: 49-51 - 2017
- [j2]Kostiantyn Kucher
Active Learning and Visual Analytics for Stance Classification with ALVA. ACM Trans. Interact. Intell. Syst. 7(3): 14:1-14:31 (2017) - [c5]Andreas Kerren, Kostiantyn Kucher, Yuan-Fang Li, Falk Schreiber:
MDS-based Visual Survey of Biological Data Visualization Techniques. EuroVis (Posters) 2017: 85-87 - 2016
- [j1]Kostiantyn Kucher
Visual analysis of online social media to open up the investigation of stance phenomena. Inf. Vis. 15(2): 93-116 (2016) - [c4]Kostiantyn Kucher, Daniel Cernea, Andreas Kerren:
Visualizing Excitement of Individuals and Groups. EmoVis@IUI 2016: 15-22 - [c3]Kostiantyn Kucher, Andreas Kerren, Carita Paradis, Magnus Sahlgren:
Visual Analysis of Text Annotations for Stance Classification with ALVA. EuroVis (Posters) 2016: 49-51 - 2015
- [c2]Kostiantyn Kucher
Text visualization techniques: Taxonomy, visual survey, and community insights. PacificVis 2015: 117-121 - 2014
- [c1]Kostiantyn Kucher
Visual analysis of stance markers in online social media. IEEE VAST 2014: 259-260
Coauthor Index
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last updated on 2024-11-05 20:59 CET by the dblp team
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