Elia Van Wolputte

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Classification Trees

Machine Learning

Positive Examples

Top Venues

BNAIC/BENELEARN

Publications

Jonas Soenen, Elia Van Wolputte, Vincent Vercruyssen, Wannes Meert, Hendrik Blockeel
AD-MERCS: Modeling Normality and Abnormality in Unsupervised Anomaly Detection. CoRR (2023)
Kshitij Goyal, Wannes Meert, Hendrik Blockeel, Elia Van Wolputte, Koen Vanderstraeten, Wouter Pijpops, Kurt Jaspers
Automatic Generation of Product Concepts from Positive Examples, with an Application to Music Streaming. CoRR (2022)
Kshitij Goyal, Wannes Meert, Hendrik Blockeel, Elia Van Wolputte, Koen Vanderstraeten, Wouter Pijpops, Kurt Jaspers
Automatic Generation of Product Concepts from Positive Examples, with an Application to Music Streaming. BNAIC/BENELEARN (2022)
Gust Verbruggen, Elia Van Wolputte, Sebastijan Dumancic, Luc De Raedt
avatar - Automated Feature Wrangling for Machine Learning. IDA (2021)
Clément Gautrais, Yann Dauxais, Samuel Kolb, Arcchit Jain, Mohit Kumar, Stefano Teso, Elia Van Wolputte, Gust Verbruggen, Luc De Raedt
VisualSynth: Democratizing Data Science in Spreadsheets. ECML/PKDD (5) (2020)
Elia Van Wolputte, Hendrik Blockeel
Missing Value Imputation with MERCS: A Faster Alternative to MissForest. DS (2020)
Yann Dauxais, Clément Gautrais, Anton Dries, Arcchit Jain, Samuel Kolb, Mohit Kumar, Stefano Teso, Elia Van Wolputte, Gust Verbruggen, Luc De Raedt
SynthLog: A Language for Synthesising Inductive Data Models (Extended Abstract). PKDD/ECML Workshops (1) (2019)
Toon van Craenendonck, Sebastijan Dumancic, Elia Van Wolputte, Hendrik Blockeel
COBRAS: Fast, Iterative, Active Clustering with Pairwise Constraints. CoRR (2018)
Elia Van Wolputte, Evgeniya Korneva, Hendrik Blockeel
MERCS: Multi-Directional Ensembles of Regression and Classification Trees. AAAI (2018)
Toon van Craenendonck, Sebastijan Dumancic, Elia Van Wolputte, Hendrik Blockeel
COBRAS: Interactive Clustering with Pairwise Queries. IDA (2018)