Angelos Chatzimparmpas

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 33

Top Topics

Visual Analytics

Machine Learning

Predictive Model

Top Venues

IEEE Trans. Vis. Comput. Graph.

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)
Negar Kamali, Karyn Nakamura, Angelos Chatzimparmpas, Jessica Hullman, Matthew Groh
How to Distinguish AI-Generated Images from Authentic Photographs. CoRR (2024)
Angelos Chatzimparmpas, Kostiantyn Kucher, Andreas Kerren
Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023. CoRR (2024)
Dongping Zhang, Angelos Chatzimparmpas, Negar Kamali, Jessica Hullman
Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling. CHI (2024)
Parisa Salmanian, Angelos Chatzimparmpas, Ali Can Karaca, Rafael M. Martins
DimVis: Interpreting Visual Clusters in Dimensionality Reduction With Explainable Boosting Machine. CoRR (2024)
Dongping Zhang, Angelos Chatzimparmpas, Negar Kamali, Jessica Hullman
Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling. CoRR (2024)
Ilya Ploshchik, Angelos Chatzimparmpas, Andreas Kerren
MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels. PacificVis (2023)
Angelos Chatzimparmpas, Fernando Vieira Paulovich, Andreas Kerren
HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques. Comput. Graph. Forum 42 (1) (2023)
Jake M. Hofman, Angelos Chatzimparmpas, Amit Sharma, Duncan J. Watts, Jessica Hullman
Pre-registration for Predictive Modeling. CoRR (2023)
Angelos Chatzimparmpas, Rafael M. Martins, Alexandru C. Telea, Andreas Kerren
DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision Stumps. CoRR (2023)
Angelos Chatzimparmpas, Rafael Messias Martins, Andreas Kerren
VisRuler: Visual analytics for extracting decision rules from bagged and boosted decision trees. Inf. Vis. 22 (2) (2023)
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)
Ilya Ploshchik, Angelos Chatzimparmpas, Andreas Kerren
MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels. CoRR (2022)
Angelos Chatzimparmpas, Vilhelm Park, Andreas Kerren
Evaluating StackGenVis with a Comparative User Study. PacificVis (2022)
Maath Musleh, Angelos Chatzimparmpas, Ilir Jusufi
Visual analysis of blow molding machine multivariate time series data. J. Vis. 25 (6) (2022)
Christopher Collins, Antske Fokkens, Andreas Kerren, Chris Weaver, Angelos Chatzimparmpas
Visual Text Analytics (Dagstuhl Seminar 22191). Dagstuhl Reports 12 (5) (2022)
Angelos Chatzimparmpas, Fernando V. Paulovich, Andreas Kerren
HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques. CoRR (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)
Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren
Empirical Study: Visual Analytics for Comparing Stacking to Blending Ensemble Learning. CSCS (2021)
Maath Musleh, Angelos Chatzimparmpas, Ilir Jusufi
Visual Analysis of Industrial Multivariate Time Series. VINCI (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)
Angelos Chatzimparmpas, Rafael Messias Martins, Andreas Kerren
VisRuler: Visual Analytics for Extracting Decision Rules from Bagged and Boosted Decision Trees. CoRR (2021)
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, Andreas Kerren
t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections. CoRR (2020)
Angelos Chatzimparmpas, Rafael Messias Martins, Andreas Kerren
t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections. IEEE Trans. Vis. Comput. Graph. 26 (8) (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)
Angelos Chatzimparmpas, Rafael Messias Martins, Ilir Jusufi, Andreas Kerren
A survey of surveys on the use of visualization for interpreting machine learning models. Inf. Vis. 19 (3) (2020)
Angelos Chatzimparmpas, Stamatia Bibi
Maintenance process modeling and dynamic estimations based on Bayesian networks and association rules. J. Softw. Evol. Process. 31 (9) (2019)
Angelos Chatzimparmpas, Stamatia Bibi, Ioannis Zozas, Andreas Kerren
Analyzing the Evolution of Javascript Applications. ENASE (2019)
George Kokkonis, Angelos Chatzimparmpas, Sotirios Kontogiannis
Middleware IoT protocols performance evaluation for carrying out clustered data. SEEDA-CECNSM (2018)