Improving the quality of the Heuristics Miner in ProM 6.2. - Sofie De Cnudde; Jan Claes; Geert Poels (Expert Syst. Appl., 2014)

Loyal to your city? A data mining analysis of a public service loyalty program. - Sofie De Cnudde; David Martens (Decis. Support Syst., 2015)

Learning Embeddings for Product Size Recommendations. - Kallirroi Dogani; Matteo Tomassetti; Saúl Vargas; Benjamin Paul Chamberlain; Sofie De Cnudde (eCOM@SIGIR, 2019)

Deep Learning on Big, Sparse, Behavioral Data. - Sofie De Cnudde; Yanou Ramon; David Martens; Foster J. Provost (Big Data, 2019)

What does your Facebook profile reveal about your creditworthiness? Using alternative data for microfinance. - Sofie De Cnudde; Julie Moeyersoms; Marija Stankova; Ellen Tobback; Vinayak Javaly; David Martens (J. Oper. Res. Soc., 2019)

A benchmarking study of classification techniques for behavioral data. - Sofie De Cnudde; David Martens; Theodoros Evgeniou; Foster J. Provost (Int. J. Data Sci. Anal., 2020)

A Dataset for Learning Graph Representations to Predict Customer Returns in Fashion Retail. - Jamie McGowan; Elizabeth Guest; Ziyang Yan; Cong Zheng; Neha Patel; Mason Cusack; Charlie Donaldson; Sofie De Cnudde; Gabriel Facini; Fabon Dzogang (CoRR, 2023)