Sotabase

Career

· Senior Data Scientist, BatchX
· PhD Student, KU Leuven
· Data Scientist, publiq vzw
· Advanced Master's degree in Artificial Intelligence, University of Leuven

Publications (22)

The Effect of Hyperparameter Tuning on the Comparative Evaluation of Unsupervised Anomaly Detection Methods
2021
23
cited
COBRAS: Interactive Clustering with Pairwise Queries
International Symposium on Intelligent Data Analysis · 2018
20
cited
MERCS: Multi-Directional Ensembles of Regression and Classification Trees
AAAI Conference on Artificial Intelligence · 2018
10
cited
COBRAS: Fast, Iterative, Active Clustering with Pairwise Constraints
arXiv.org · 2018
9
cited
ANOMALY DETECTION FOR CERN BEAM TRANSFER INSTALLATIONS USING MACHINE LEARNING
2020
3
cited
Missing Value Imputation with MERCS: A Faster Alternative to MissForest
IFIP Working Conference on Database Semantics · 2020
2
cited
Automatic Generation of Product Concepts from Positive Examples, with an Application to Music Streaming
BNAIC/BENELEARN · 2022
1
cited
SynthLog: A Language for Synthesising Inductive Data Models (Extended Abstract)
PKDD/ECML Workshops · 2019
1
cited
AD-MERCS: Modeling Normality and Abnormality in Unsupervised Anomaly Detection
arXiv.org · 2023
avatar - Automated Feature Wrangling for Machine Learning
International Symposium on Intelligent Data Analysis · 2021
VisualSynth: Democratizing Data Science in Spreadsheets
ECML/PKDD · 2020
Sotabase
Elia Van Wolputte | Researcher Profile | Sotabase | Sotabase