Measuring Just Noticeable Differences for Haptic Force Feedback: Implications for Rehabilitation. - Sonya Allin; Yoky Matsuoka; Roberta L. Klatzky (Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems, 2002)

Enhanced Snake-Based Segmentation of Vocal Folds. - Sonya Allin; John M. Galeotti; George D. Stetten; Seth Dailey (ISBI, 2004)

Assessment of Post-Stroke Functioning Using Machine Vision. - Sonya Allin; Deva Ramanan (MVA, 2007)

Sit to Stand Detection and Analysis. - Sonya Allin; Alex Mihailidis (AAAI Fall Symposium: AI in Eldercare: New Solutions to Old Problems, 2008)

Capture of Osteoporosis and Fracture Information in an Electronic Medical Record Database from Primary Care. - Sonya Allin; Sarah Munce; Susan Jaglal; Debra Butt; Jacqueline Young; Karen Tu (AMIA, 2014)

Common Errors in Machine Learning Projects: A Second Look. - Renato Magela Zimmermann; Sonya Allin; Lisa Zhang (Koli Calling, 2023)

Object Oriented Programming Exercises for CS2 Courses: Urban Forestry Theme. - Sonya Allin; Ilir Dema; Oluwagbotemi Iseoluwa; Shuhao Dong; Tingting Zhu 006 (WCCCE, 2023)

Just-In-Time Prerequisite Review for a Machine Learning Course. - Lisa Zhang; Sonya Allin (WCCCE, 2023)

Model AI Assignments 2025. - Todd W. Neller; Rasika Bhalerao; Eun Kyung Ko; Vishodana Thamotharan; Lisa Zhang; Sonya Allin; Mahdi Haghifam; Michael Pawliuk; Rutwa Engineer; Florian Shkurti; Cunyan Ma; Daniella DiPaola; et al. (AAAI, 2025)