Rafael Savvides

According to our database, Rafael Savvides authored at least 6 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Statistical methods for testing visual patterns, selecting models, and bounding model errors.

Rafael Savvides

PhD thesis, 2024

Error bounds for any regression model using Gaussian processes with gradient information.

Rafael Savvides, Hoang Phuc Hau Luu, Kai Puolamäki

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Model selection with bootstrap validation.

Rafael Savvides, Jarmo Mäkelä, Kai Puolamäki

Stat. Anal. Data Min., April, 2023

Visual Data Exploration as a Statistical Testing Procedure: Within-View and Between-View Multiple Comparisons.

Rafael Savvides, Andreas Henelius, Emilia Oikarinen, Kai Puolamäki

IEEE Trans. Vis. Comput. Graph., 2023

2021

Interactive Causal Structure Discovery in Earth System Sciences.

Laila Melkas, Rafael Savvides, Suyog Chandramouli, Jarmo Mäkelä, Tuomo Nieminen, Ivan Mammarella, Kai Puolamäki

Proceedings of the KDD 2021 Workshop on Causal Discovery, 2021

2019

Significance of Patterns in Data Visualisations.

Rafael Savvides, Andreas Henelius, Emilia Oikarinen, Kai Puolamäki

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019