Hugo Manuel Proença

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Subgroup Discovery

Multiclass Classification

Interesting Patterns

Numeric Attributes

Top Venues

Publications

Toon Vanderschueren, Wouter Verbeke, Felipe Moraes, Hugo Manuel Proença
Metalearners for Ranking Treatment Effects. CoRR (2024)
Antonio Lopez-Martinez-Carrasco, Hugo Manuel Proença, Jose M. Juarez, Matthijs van Leeuwen, Manuel Campos
Novel Approach for Phenotyping Based on Diverse Top-K Subgroup Lists. AIME (2023)
Felipe Moraes, Hugo Manuel Proença, Anastasiia Kornilova, Javier Albert, Dmitri Goldenberg
Uplift Modeling: From Causal Inference to Personalization. CIKM (2023)
Hugo Manuel Proença, Felipe Moraes
Incremental Profit per Conversion: a Response Transformation for Uplift Modeling in E-Commerce Promotions. CoRR (2023)
Felipe Moraes, Hugo Manuel Proença, Anastasiia Kornilova, Javier Albert, Dmitri Goldenberg
Uplift Modeling: from Causal Inference to Personalization. CoRR (2023)
Antonio Lopez-Martinez-Carrasco, Hugo Manuel Proença, Jose M. Juarez, Matthijs van Leeuwen, Manuel Campos
Discovering Diverse Top-K Characteristic Lists. IDA (2023)
Hugo Manuel Proença, Peter Grünwald, Thomas Bäck, Matthijs van Leeuwen
Robust subgroup discovery. Data Min. Knowl. Discov. 36 (5) (2022)
Hugo Manuel Proença, Thomas Bäck, Matthijs van Leeuwen
Robust subgroup discovery. CoRR (2021)
Hugo Manuel Proença, Matthijs van Leeuwen
Interpretable multiclass classification by MDL-based rule lists. Inf. Sci. 512 (2020)
Hugo Manuel Proença, Peter Grünwald, Thomas Bäck, Matthijs van Leeuwen
Discovering Outstanding Subgroup Lists for Numeric Targets Using MDL. ECML/PKDD (1) (2020)
Hugo Manuel Proença, Peter Grünwald, Thomas Bäck, Matthijs van Leeuwen
Discovering outstanding subgroup lists for numeric targets using MDL. CoRR (2020)
Hugo Manuel Proença, Matthijs van Leeuwen
Interpretable multiclass classification by MDL-based rule lists. CoRR (2019)
Hugo Manuel Proença, Ruben Klijn, Thomas Bäck, Matthijs van Leeuwen
Identifying flight delay patterns using diverse subgroup discovery. SSCI (2018)