A comparative user study of visualization techniques for cluster analysis of multidimensional data sets E Ventocilla, M Riveiro Information visualization 19 (4), 318-338, 2020 | 27 | 2020 |
Evaluating multi-attributes on cause and effect relationship visualization J Bae, E Ventocilla, M Riveiro, T Helldin, G Falkman International Conference on Information Visualization Theory and …, 2017 | 19 | 2017 |
Towards a taxonomy for interpretable and interactive machine learning E Ventocilla, T Helldin, M Riveiro, J Bae, V Boeva, G Falkman, ... 2nd Workshop on Explainable AI (XAI-18), 27th International Joint …, 2018 | 15 | 2018 |
Scaling the growing neural gas for visual cluster analysis E Ventocilla, RM Martins, F Paulovich, M Riveiro Big Data Research 26, 100254, 2021 | 14 | 2021 |
Visual analytics solutions as ‘off-the-shelf’libraries E Ventocilla, M Riveiro 2017 21st International Conference Information Visualisation (IV), 281-287, 2017 | 13 | 2017 |
Visual growing neural gas for exploratory data analysis E Ventocilla, M Riveiro 14th International Joint Conference on Computer Vision, Imaging and Computer …, 2019 | 8 | 2019 |
A model for the progressive visualization of multidimensional data structure E Ventocilla, M Riveiro Computer Vision, Imaging and Computer Graphics Theory and Applications: 14th …, 2020 | 7 | 2020 |
A Billiard Metaphor for Exploring Complex Graphs. E Ventocilla, J Bae, M Riveiro, A Said SCST@ CHIIR, 36-39, 2017 | 7 | 2017 |
Swarm-based area exploration and coverage based on pheromones and bird flocks E Ventocilla | 7 | 2013 |
Big data programming with Apache spark E Ventocilla Data science in practice, 171-194, 2019 | 5 | 2019 |
Progressive multidimensional projections: a process model based on vector quantization E Ventocilla, RM Martins, F Paulovich, M Riveiro MLVis 2020, International Workshop on Machine Learning in Visualisation for …, 2020 | 2 | 2020 |
Visualizing Cluster Patterns at Scale: A Model and a Library E Ventocilla University of Skövde, 2021 | 1 | 2021 |
Visualizing and Explaining Cluster Patterns: A Framework for the Exploratory Analysis of Large Multidimensional Datasets E Ventocilla University of Skövde, 2019 | | 2019 |
On the Visualization of Discrete Non-additive Measures J Bae, E Ventocilla, M Riveiro, V Torra Aggregation Functions in Theory and in Practice, 200-210, 2018 | | 2018 |
On Making Machine Learning Accessible for Exploratory Data Analysis Through Visual Analytics E Ventocilla | | 2017 |
A Process Model based on Vector Quantization E Ventocilla, RM Martins, F Paulovich, M Riveiro | | |
Technical Program Committee of CBDCom 2020 Y Atif, N Ståhl, E Ventocilla, M Riveiro, B Medjahed, R Abdelmounaam, ... | | |