Ensemble Generative Adversarial Imputation Network with Selective Multi-Generator (ESM-GAIN) for Missing Data Imputation. - Yuxuan Li; Ayse Dogan; Chenang Liu (CASE, 2022)

Robots or Peers? Evaluating Young Children's Attitudes Towards Robots Using the Intergroup Contact Theory. - Ayse Dogan; Junko Kanero (ICDL, 2022)

A utility-based machine learning-driven personalized lifestyle recommendation for cardiovascular disease prevention. - Ayse Dogan; Yuxuan Li; Chiwetalu Peter Odo; Kalyani Sonawane; Ying Lin; Chenang Liu (J. Biomed. Informatics, 2023)

Physical, Social and Cognitive Stressor Identification using Electrocardiography-derived Features and Machine Learning from a Wearable Device. - Maxine He; Jonathan Cerna; Abdulrahman Alkurdi; Ayse Dogan; Jennifer Zhao; Jean L. Clore; Richard B. Sowers; Elizabeth T. Hsiao-Wecksler; Manuel E. Hernandez (EMBC, 2024)

You Look Nice, but I Am Here to Negotiate: The Influence of Robot Appearance on Negotiation Dynamics. - Mehmet Onur Keskin; Selen Akay; Ayse Dogan; Berkecan Koçyigit; Junko Kanero; Reyhan Aydogan (HRI (Companion), 2024)

From Human-Human to Human-Robot: How Social Psychology Research Methods Can Inform HRI Evaluation. - Irem Kuyucu; Ayse Dogan; Selen Akay; Sabahat Cigdem Bagci; Junko Kanero (HRI (Companion), 2024)

Human-Robot Friendship (HRF) Procedure with Children. - Junko Kanero; Ayse Dogan; Selen Akay; Irem Kuyucu; Sabahat Cigdem Bagci (CHI Extended Abstracts, 2025)

Continuous Heart Rate Recovery Monitoring With ECG Signals From Wearables: Identifying Risk Groups in the General Population. - Ayse Dogan; Alka Bishnoi; Richard B. Sowers; Manuel E. Hernandez (IEEE J. Biomed. Health Informatics, 2025)