Optimizing probabilistic fuzzy systems for classification using metaheuristics. - Hugo Manuel Proença; Susana M. Vieira; Uzay Kaymak; Rui Jorge Almeida; João M. C. Sousa (FUZZ-IEEE, 2016)

Identifying flight delay patterns using diverse subgroup discovery. - Hugo Manuel Proença; Ruben Klijn; Thomas Bäck; Matthijs van Leeuwen (SSCI, 2018)

Discovering Outstanding Subgroup Lists for Numeric Targets Using MDL. - Hugo Manuel Proença; Peter Grünwald; Thomas Bäck; Matthijs van Leeuwen (ECML/PKDD (1), 2020)

Interpretable multiclass classification by MDL-based rule lists. - Hugo Manuel Proença; Matthijs van Leeuwen (Inf. Sci., 2020)

Robust subgroup discovery. - Hugo Manuel Proença; Thomas Bäck; Matthijs van Leeuwen (CoRR, 2021)

Robust subgroup discovery. - Hugo Manuel Proença; Peter Grünwald; Thomas Bäck; Matthijs van Leeuwen (Data Min. Knowl. Discov., 2022)

Novel Approach for Phenotyping Based on Diverse Top-K Subgroup Lists. - Antonio Lopez-Martinez-Carrasco; Hugo Manuel Proença; Jose M. Juarez; Matthijs van Leeuwen; Manuel Campos (AIME, 2023)

Uplift Modeling: From Causal Inference to Personalization. - Felipe Moraes; Hugo Manuel Proença; Anastasiia Kornilova; Javier Albert; Dmitri Goldenberg (CIKM, 2023)

Discovering Diverse Top-K Characteristic Lists. - Antonio Lopez-Martinez-Carrasco; Hugo Manuel Proença; Jose M. Juarez; Matthijs van Leeuwen; Manuel Campos (IDA, 2023)

Incremental Profit per Conversion: a Response Transformation for Uplift Modeling in E-Commerce Promotions. - Hugo Manuel Proença; Felipe Moraes (CoRR, 2023)

Lifecycle of Promotional Campaigns in the Online Travel Industry. - Carlos Herrero; Amit Livne; Itsik Adiv; Hugo Manuel Proença; Felipe Moraes; Javier Albert; Dima Goldenberg (RecTour@RecSys, 2024)

Metalearners for Ranking Treatment Effects. - Toon Vanderschueren; Wouter Verbeke; Felipe Moraes; Hugo Manuel Proença (CoRR, 2024)

Discovering multiple antibiotic resistance phenotypes using diverse top-k subgroup list discovery. - Antonio Lopez-Martinez-Carrasco; Hugo Manuel Proença; Jose M. Juarez; Matthijs van Leeuwen; Manuel Campos (Artif. Intell. Medicine, 2025)

Qini curve estimation under clustered network interference. - Rickard K. A. Karlsson; Bram van den Akker; Felipe Moraes; Hugo Manuel Proença; Jesse H. Krijthe (CoRR, 2025)