Yanou Ramon

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Personality Traits

Behavioral Patterns

Top Venues

Publications

Yanou Ramon, David Martens, Theodoros Evgeniou, Stiene Praet
Can metafeatures help improve explanations of prediction models when using behavioral and textual data? Mach. Learn. 113 (7) (2024)
Sofie Goethals, Sandra C. Matz, Foster J. Provost, Yanou Ramon, David Martens
The Impact of Cloaking Digital Footprints on User Privacy and Personalization. CoRR (2023)
Yanou Ramon, Tom Vermeire, Olivier Toubia, David Martens, Theodoros Evgeniou
Understanding Consumer Preferences for Explanations Generated by XAI Algorithms. CoRR (2021)
Yanou Ramon, R. A. Farrokhnia, Sandra C. Matz, David Martens
Explainable AI for Psychological Profiling from Behavioral Data: An Application to Big Five Personality Predictions from Financial Transaction Records. Inf. 12 (12) (2021)
Yanou Ramon, Sandra C. Matz, R. A. Farrokhnia, David Martens
Explainable AI for Psychological Profiling from Digital Footprints: A Case Study of Big Five Personality Predictions from Spending Data. CoRR (2021)
Yanou Ramon, David Martens, Theodoros Evgeniou, Stiene Praet
Metafeatures-based Rule-Extraction for Classifiers on Behavioral and Textual Data. CoRR (2020)
Yanou Ramon, David Martens, Foster J. Provost, Theodoros Evgeniou
A comparison of instance-level counterfactual explanation algorithms for behavioral and textual data: SEDC, LIME-C and SHAP-C. Adv. Data Anal. Classif. 14 (4) (2020)
Sofie De Cnudde, Yanou Ramon, David Martens, Foster J. Provost
Deep Learning on Big, Sparse, Behavioral Data. Big Data 7 (4) (2019)
Yanou Ramon, David Martens, Foster J. Provost, Theodoros Evgeniou
Counterfactual Explanation Algorithms for Behavioral and Textual Data. CoRR (2019)