Group-regularized individual prediction: theory and application to pain. - Martin A. Lindquist; Anjali Krishnan; Marina López-Solà; Marieke Jepma; Choong-Wan Woo; Leonie Koban; Mathieu Roy; Lauren Y. Atlas; Liane Schmidt; Luke J. Chang; Elizabeth A. Reynolds Losin; Hedwig Eisenbarth; et al. (NeuroImage, 2017)

Emotion Categorization from Video-Frame Images Using a Novel Sequential Voting Technique. - Harisu Abdullahi Shehu; Will N. Browne; Hedwig Eisenbarth (ISVC (2), 2020)

An Adversarial Attacks Resistance-based Approach to Emotion Recognition from Images using Facial Landmarks. - Harisu Abdullahi Shehu; Will N. Browne; Hedwig Eisenbarth (RO-MAN, 2020)

Particle Swarm Optimization for Feature Selection in Emotion Categorization. - Harisu Abdullahi Shehu; Will N. Browne; Hedwig Eisenbarth (CEC, 2021)

Variation is the Norm: Brain State Dynamics Evoked By Emotional Video Clips. - Ashutosh Singh; Christiana Westlin; Hedwig Eisenbarth; Elizabeth A. Reynolds Losin; Jessica R. Andrews-Hanna; Tor D. Wager; Ajay B. Satpute; Lisa Feldman Barrett; Dana H. Brooks; Deniz Erdogmus (EMBC, 2021)

Lateralized Approach for Robustness Against Attacks in Emotion Categorization from Images. - Harisu Abdullahi Shehu; Abubakar Siddique 004; Will N. Browne; Hedwig Eisenbarth (EvoApplications, 2021)

Recovering individual emotional states from sparse ratings using collaborative filtering. - Eshin Jolly; Max Farrens; Nathan Greenstein; Hedwig Eisenbarth; Marianne Reddan; Eric Andrews; Tor D. Wager; Luke J. Chang (CoRR, 2021)

An Out-of-Distribution Attack Resistance Approach to Emotion Categorization. - Harisu Abdullahi Shehu; Will N. Browne; Hedwig Eisenbarth (IEEE Trans. Artif. Intell., 2021)

An anti-attack method for emotion categorization from images. - Harisu Abdullahi Shehu; Will N. Browne; Hedwig Eisenbarth (Appl. Soft Comput., 2022)

A comparison of humans and machine learning classifiers categorizing emotion from faces with different coverings. - Harisu Abdullahi Shehu; Will N. Browne; Hedwig Eisenbarth (Appl. Soft Comput., 2022)

Attention-Based Methods for Emotion Categorization From Partially Covered Faces. - Harisu Abdullahi Shehu; Will N. Browne; Hedwig Eisenbarth (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Emotion categorization from facial expressions: A review of datasets, methods, and research directions. - Harisu Abdullahi Shehu; Will N. Browne; Hedwig Eisenbarth (Neurocomputing, 2025)