Yanou Ramon

According to our database, Yanou Ramon authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Can metafeatures help improve explanations of prediction models when using behavioral and textual data?

Yanou Ramon, David Martens, Theodoros Evgeniou, Stiene Praet

Mach. Learn., July, 2024

2023

The Impact of Cloaking Digital Footprints on User Privacy and Personalization.

Sofie Goethals, Sandra C. Matz, Foster J. Provost, Yanou Ramon, David Martens

CoRR, 2023

2021

Explainable AI for Psychological Profiling from Behavioral Data: An Application to Big Five Personality Predictions from Financial Transaction Records.

Yanou Ramon, R. A. Farrokhnia, Sandra C. Matz, David Martens

Inf., 2021

Explainable AI for Psychological Profiling from Digital Footprints: A Case Study of Big Five Personality Predictions from Spending Data.

Yanou Ramon, Sandra C. Matz, R. A. Farrokhnia, David Martens

CoRR, 2021

Understanding Consumer Preferences for Explanations Generated by XAI Algorithms.

Yanou Ramon, Tom Vermeire, Olivier Toubia, David Martens, Theodoros Evgeniou

CoRR, 2021

2020

Metafeatures-based Rule-Extraction for Classifiers on Behavioral and Textual Data.

Yanou Ramon, David Martens, Theodoros Evgeniou, Stiene Praet

CoRR, 2020

A comparison of instance-level counterfactual explanation algorithms for behavioral and textual data: SEDC, LIME-C and SHAP-C.

Yanou Ramon, David Martens, Foster J. Provost, Theodoros Evgeniou

Adv. Data Anal. Classif., 2020

2019

Counterfactual Explanation Algorithms for Behavioral and Textual Data.

Yanou Ramon, David Martens, Foster J. Provost, Theodoros Evgeniou

CoRR, 2019

Deep Learning on Big, Sparse, Behavioral Data.

Sofie De Cnudde, Yanou Ramon, David Martens, Foster J. Provost

Big Data, 2019