Follow
Angelos Chatzimparmpas
Title
Cited by
Cited by
Year
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
762020
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
732020
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
682020
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
302021
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
112021
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
72021
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
72018
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
62022
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
52019
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
42019
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
22018
Visual analysis of blow molding machine multivariate time series data
M Musleh, A Chatzimparmpas, I Jusufi
Journal of Visualization 25 (6), 1329-1342, 2022
12022
VisRuler: Visual Analytics for Extracting Decision Rules from Bagged and Boosted Decision Trees
A Chatzimparmpas, RM Martins, A Kerren
arXiv preprint arXiv:2112.00334, 2021
12021
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
12019
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
arXiv preprint arXiv:2203.15753, 2022
2022
Visual Analysis of Industrial Multivariate Time Series
M Musleh, A Chatzimparmpas, I Jusufi
The 14th International Symposium on Visual Information Communication and …, 2021
2021
PROCEEDINGS-2021 23RD INTERNATIONAL CONFERENCE ON CONTROL SYSTEMS AND COMPUTER SCIENCE TECHNOLOGIES, CSCS 2021
A Chatzimparmpas, RM Martins, K Kucher, A Kerren, IA Sgarciu, ...
SYNTHESIS 62 (67), 0, 2021
2021
Proposed OLEA Management System with Farming Monitoring Processes for Virgin Olive Oil Production Traceability
D Papaefthimiou, S Kontogiannis, A Chatzimparmpas, G Kokkonis, ...
Innovative Approaches and Applications for Sustainable Rural Development …, 2019
2019
The system can't perform the operation now. Try again later.
Articles 1–19