| The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations A Chatzimparmpas, RM Martins, I Jusufi, K Kucher, F Rossi, A Kerren Computer Graphics Forum 39 (3), 713-756, 2020 | 94 | 2020 |
| A survey of surveys on the use of visualization for interpreting machine learning models A Chatzimparmpas, RM Martins, I Jusufi, A Kerren Information Visualization 19 (3), 207-233, 2020 | 81 | 2020 |
| t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections A Chatzimparmpas, RM Martins, A Kerren IEEE Transactions on Visualization and Computer Graphics 26 (8), 2696 - 2714, 2020 | 76 | 2020 |
| StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics A Chatzimparmpas, RM Martins, K Kucher, A Kerren IEEE Transactions on Visualization and Computer Graphics, 2021 | 37 | 2021 |
| VisEvol: Visual analytics to support hyperparameter search through evolutionary optimization A Chatzimparmpas, RM Martins, K Kucher, A Kerren Computer Graphics Forum 40 (3), 201-214, 2021 | 13 | 2021 |
| FeatureEnVi: Visual analytics for feature engineering using stepwise selection and semi-automatic extraction approaches A Chatzimparmpas, RM Martins, K Kucher, A Kerren IEEE Transactions on Visualization and Computer Graphics, 2022 | 10 | 2022 |
| Empirical study: Visual analytics for comparing stacking to blending ensemble learning A Chatzimparmpas, RM Martins, K Kucher, A Kerren 2021 23rd International Conference on Control Systems and Computer Science …, 2021 | 10 | 2021 |
| Middleware IoT protocols performance evaluation for carrying out clustered data G Kokkonis, A Chatzimparmpas, S Kontogiannis 2018 South-Eastern European Design Automation, Computer Engineering …, 2018 | 7 | 2018 |
| Analyzing the evolution of JavaScript applications A Chatzimparmpas, S Bibi, I Zozas, A Kerren 14th International conference on evaluation of novel approaches to software …, 2019 | 5 | 2019 |
| Maintenance process modeling and dynamic estimations based on Bayesian networks and association rules A Chatzimparmpas, S Bibi Journal of Software: Evolution and Process 31 (9), e2163, 2019 | 4 | 2019 |
| VisRuler: Visual analytics for extracting decision rules from bagged and boosted decision trees A Chatzimparmpas, RM Martins, A Kerren Information Visualization, 14738716221142005, 2023 | 2 | 2023 |
| t-viSNE: A Visual Inspector for the Exploration of t-SNE A Chatzimparmpas, RM Martins, A Kerren IEEE Information Visualization (VIS'18), Berlin, Germany, 21-26 October, 2018, 2018 | 2 | 2018 |
| MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels I Ploshchik, A Chatzimparmpas, A Kerren arXiv preprint arXiv:2212.03539, 2022 | 1 | 2022 |
| Visual analysis of blow molding machine multivariate time series data M Musleh, A Chatzimparmpas, I Jusufi Journal of Visualization 25 (6), 1329-1342, 2022 | 1 | 2022 |
| Proposed OLEA Management System with Farming Monitoring Processes for Virgin Olive Oil Production Traceability and Assessment D Papaefthimiou, S Kontogiannis, A Chatzimparmpas, G Kokkonis, ... Innovative Approaches and Applications for Sustainable Rural Development 30 …, 2019 | 1 | 2019 |
| WG: Bias and Bias Mitigation A Endert, A Chatzimparmpas, A Fokkens, C Weaver, C Collins, ... UMBC Faculty Collection, 2023 | | 2023 |
| Visual Analytics for Explainable and Trustworthy Machine Learning A Chatzimparmpas Linnaeus University Press, 2023 | | 2023 |
| 6.5 WG: Bias and Bias Mitigation A Endert, A Chatzimparmpas, A Fokkens, C Weaver, C Collins, ... Visual Text Analytics, 79, 2022 | | 2022 |
| Evaluating StackGenVis with a Comparative User Study A Chatzimparmpas, V Park, A Kerren 2022 IEEE 15th Pacific Visualization Symposium (PacificVis), 161-165, 2022 | | 2022 |
| HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques A Chatzimparmpas, FV Paulovich, A Kerren Computer Graphics Forum, 2022 | | 2022 |
Andreas KerrenProfessor of Information Visualization, Linköping University and Linnaeus University, SwedenVerified email at lnu.se
