Angelos Chatzimparmpas

According to our database, Angelos Chatzimparmpas authored at least 25 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DeforestVis: Behaviour Analysis of Machine Learning Models with Surrogate Decision Stumps.

Angelos Chatzimparmpas, Rafeal M. Martins, Alexandru C. Telea, Andreas Kerren

Comput. Graph. Forum, September, 2024

Aiding Humans in Financial Fraud Decision Making: Toward an XAI-Visualization Framework.

Angelos Chatzimparmpas, Evanthia Dimara

CoRR, 2024

How to Distinguish AI-Generated Images from Authentic Photographs.

Negar Kamali, Karyn Nakamura, Angelos Chatzimparmpas, Jessica Hullman, Matthew Groh

CoRR, 2024

DimVis: Interpreting Visual Clusters in Dimensionality Reduction With Explainable Boosting Machine.

Parisa Salmanian, Angelos Chatzimparmpas, Ali Can Karaca, Rafael Messias Martins

CoRR, 2024

Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023.

Angelos Chatzimparmpas, Kostiantyn Kucher, Andreas Kerren

IEEE Computer Graphics and Applications, 2024

Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling.

Dongping Zhang, Angelos Chatzimparmpas, Negar Kamali, Jessica Hullman

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

VisRuler: Visual analytics for extracting decision rules from bagged and boosted decision trees.

Angelos Chatzimparmpas, Rafael Messias Martins, Andreas Kerren

Inf. Vis., April, 2023

HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques.

Angelos Chatzimparmpas, Fernando Vieira Paulovich, Andreas Kerren

Comput. Graph. Forum, February, 2023

Pre-registration for Predictive Modeling.

Jake M. Hofman, Angelos Chatzimparmpas, Amit Sharma, Duncan J. Watts, Jessica Hullman

CoRR, 2023

DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision Stumps.

Angelos Chatzimparmpas, Rafael Messias Martins, Alexandru C. Telea, Andreas Kerren

CoRR, 2023

MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels.

Ilya Ploshchik, Angelos Chatzimparmpas, Andreas Kerren

Proceedings of the 16th IEEE Pacific Visualization Symposium, 2023

2022

FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches.

Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren

IEEE Trans. Vis. Comput. Graph., 2022

Visual analysis of blow molding machine multivariate time series data.

Maath Musleh, Angelos Chatzimparmpas, Ilir Jusufi

J. Vis., 2022

Visual Text Analytics (Dagstuhl Seminar 22191).

Christopher Collins, Antske Fokkens, Andreas Kerren, Chris Weaver, Angelos Chatzimparmpas

Dagstuhl Reports, 2022

Evaluating StackGenVis with a Comparative User Study.

Angelos Chatzimparmpas, Vilhelm Park, Andreas Kerren

Proceedings of the 15th IEEE Pacific Visualization Symposium, 2022

2021

StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics.

Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren

IEEE Trans. Vis. Comput. Graph., 2021

VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization.

Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren

Comput. Graph. Forum, 2021

Visual Analysis of Industrial Multivariate Time Series.

Maath Musleh, Angelos Chatzimparmpas, Ilir Jusufi

Proceedings of the VINCI 2021: The 14th International Symposium on Visual Information Communication and Interaction, Potsdam, Germany, September 6, 2021

Empirical Study: Visual Analytics for Comparing Stacking to Blending Ensemble Learning.

Angelos Chatzimparmpas, Rafael Messias Martins, Kostiantyn Kucher, Andreas Kerren

Proceedings of the 23rd International Conference on Control Systems and Computer Science, 2021

2020

t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections.

Angelos Chatzimparmpas, Rafael Messias Martins, Andreas Kerren

IEEE Trans. Vis. Comput. Graph., 2020

A survey of surveys on the use of visualization for interpreting machine learning models.

Angelos Chatzimparmpas, Rafael Messias Martins, Ilir Jusufi, Andreas Kerren

Inf. Vis., 2020

The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations.

Angelos Chatzimparmpas, Rafael Messias Martins, Ilir Jusufi, Kostiantyn Kucher, Fabrice Rossi, Andreas Kerren

Comput. Graph. Forum, 2020

2019

Maintenance process modeling and dynamic estimations based on Bayesian networks and association rules.

Angelos Chatzimparmpas, Stamatia Bibi

J. Softw. Evol. Process., 2019

Analyzing the Evolution of Javascript Applications.

Angelos Chatzimparmpas, Stamatia Bibi, Ioannis Zozas, Andreas Kerren

Proceedings of the 14th International Conference on Evaluation of Novel Approaches to Software Engineering, 2019

2018

Middleware IoT protocols performance evaluation for carrying out clustered data.

George Kokkonis, Angelos Chatzimparmpas, Sotirios Kontogiannis

Proceedings of the 2018 South-Eastern European Design Automation, 2018