The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations von Chatzimparmpas, A., Martins, R. M., Jusufi, I., Kucher, K., Rossi, F., Kerren, A.

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VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization von Chatzimparmpas, A., Martins, R. M., Kucher, K., Kerren, A.

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HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques von Chatzimparmpas, A., Paulovich, F. V., Kerren, A.

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The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations von Chatzimparmpas, A, Martins, R, Jusufi, I, Kucher, K, Rossi, Fabrice, Kerren, A

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A survey of surveys on the use of visualization for interpreting machine learning models von Chatzimparmpas, Angelos, Martins, Rafael M., Jusufi, Ilir, Kerren, Andreas

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t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections von Chatzimparmpas, Angelos, Martins, Rafael M., Kerren, Andreas

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StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics von Chatzimparmpas, Angelos, Martins, Rafael M., Kucher, Kostiantyn, Kerren, Andreas

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VisRuler: Visual analytics for extracting decision rules from bagged and boosted decision trees von Chatzimparmpas, Angelos, Martins, Rafael M., Kerren, Andreas

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Visual analysis of blow molding machine multivariate time series data von Musleh, Maath, Chatzimparmpas, Angelos, Jusufi, Ilir

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Maintenance process modeling and dynamic estimations based on Bayesian networks and association rules von Chatzimparmpas, Angelos, Bibi, Stamatia

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FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches von Chatzimparmpas, Angelos, Martins, Rafael M., Kucher, Kostiantyn, Kerren, Andreas

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Visual Analytics for Explainable and Trustworthy Machine Learning von Chatzimparmpas, Angelos

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DeforestVis: Behaviour Analysis of Machine Learning Models with Surrogate Decision Stumps von Chatzimparmpas, Angelos, Martins, Rafeal M., Telea, Alexandru C., Kerren, Andreas

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Aiding Humans in Financial Fraud Decision Making: Toward an XAI-Visualization Framework von Chatzimparmpas, Angelos, Dimara, Evanthia

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VisRuler: Visual Analytics for Extracting Decision Rules from Bagged and Boosted Decision Trees von Chatzimparmpas, Angelos, Martins, Rafael M, Kerren, Andreas

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t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections von Chatzimparmpas, Angelos, Martins, Rafael M, Kerren, Andreas

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Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023 von Chatzimparmpas, Angelos, Kucher, Kostiantyn, Kerren, Andreas

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HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques von Chatzimparmpas, Angelos, Paulovich, Fernando V, Kerren, Andreas

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Aiding Humans in Financial Fraud Decision Making: Toward an XAI-Visualization Framework von Chatzimparmpas, Angelos, Dimara, Evanthia

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MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels von Ploshchik, Ilya, Chatzimparmpas, Angelos, Kerren, Andreas

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