Concepedia

Angelos Chatzimparmpas

AC

10

Publications

726

Citations

10

H-Index

2018

Active since

Affiliations

Linnaeus University(Current)

Linköping University

Angelos Chatzimparmpas is an author at Linnaeus University specializing in engineering, visual data mining, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningVisual Data MiningPredictive AnalyticsManagementStatisticsData VisualizationKnowledge Discovery

Publications per year

2018–2024

10

Publications

10

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

Angelos Chatzimparmpas, Rafael M. Martins, Ilir Jusufi et al. · Computer Graphics Forum · 2020 · 176 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +25

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

Angelos Chatzimparmpas, Rafael M. Martins, Andreas Kerren · IEEE Transactions on Visualization and Computer Graphics · 2020 · 162 citations · Full text

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

Angelos Chatzimparmpas, Rafael M. Martins, Ilir Jusufi et al. · Information Visualization · 2020 · 147 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +24

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

Angelos Chatzimparmpas, Rafael M. Martins, Kostiantyn Kucher et al. · IEEE Transactions on Visualization and Computer Graphics · 2020 · 131 citations · Full text

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

Angelos Chatzimparmpas, Rafael M. Martins, Kostiantyn Kucher et al. · IEEE Transactions on Visualization and Computer Graphics · 2022 · 27 citations · Full text

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