Explanation Methods in Deep Learning: Users, Values, Concerns and Challenges. - Gabrielle Ras; Marcel van Gerven; Pim Haselager (CoRR, 2018)

Temporal Factorization of 3D Convolutional Kernels. - Gabrielle Ras; Luca Ambrogioni; Umut Güçlü; Marcel van Gerven (BNAIC/BENELEARN, 2019)

Background Hardly Matters: Understanding Personality Attribution in Deep Residual Networks. - Gabriëlle Ras; Ron Dotsch; Luca Ambrogioni; Umut Güçlü; Marcel A. J. van Gerven (CoRR, 2019)

Explainable 3D Convolutional Neural Networks by Learning Temporal Transformations. - Gabriëlle Ras; Luca Ambrogioni; Pim Haselager; Marcel A. J. van Gerven; Umut Güçlü (CoRR, 2020)

Explainable Deep Learning: A Field Guide for the Uninitiated. - Gabrielle Ras; Ning Xie 009; Marcel van Gerven; Derek Doran (J. Artif. Intell. Res., 2022)