Limited receptive area neural classifier for recognition of swallowing sounds using short-time Fourier transform. - Oleksandr Makeyev; Edward Sazonov; Stephanie A. C. Schuckers; Edward L. Melanson; Michael R. Neuman (IJCNN, 2007)

Recognition of Swallowing Sounds Using Time-Frequency Decomposition and Limited Receptive Area Neural Classifier. - Oleksandr Makeyev; Edward Sazonov; Stephanie Schuckers; Paulo Lopez-Meyer; Tatyana Baidyk; Edward L. Melanson; Michael R. Neuman (SGAI Conf. (Applications), 2008)

Automatic Detection of Swallowing Events by Acoustical Means for Applications of Monitoring of Ingestive Behavior. - Edward Sazonov; Oleksandr Makeyev; Stephanie A. C. Schuckers; Paulo Lopez-Meyer; Edward L. Melanson; Michael R. Neuman (IEEE Trans. Biomed. Eng., 2010)

Posture and activity recognition and energy expenditure prediction in a wearable platform. - Nadezhda Sazonova; Raymond C. Browning; Edward L. Melanson; Edward S. Sazonov (EMBC, 2014)

Posture and Activity Recognition and Energy Expenditure Estimation in a Wearable Platform. - Edward Sazonov; Nagaraj Hegde; Raymond C. Browning; Edward L. Melanson; Nadezhda A. Sazonova (IEEE J. Biomed. Health Informatics, 2015)

Development of a real time activity monitoring Android application utilizing SmartStep. - Nagaraj Hegde; Edward L. Melanson; Edward Sazonov (EMBC, 2016)

One size fits all electronics for insole-based activity monitoring. - Nagaraj Hegde; Matthew Bries; Edward L. Melanson; Edward Sazonov (EMBC, 2017)

Automatic Recognition of Activities of Daily Living Utilizing Insole-Based and Wrist-Worn Wearable Sensors. - Nagaraj Hegde; Matthew Bries; Tracy A. Swibas; Edward L. Melanson; Edward Sazonov (IEEE J. Biomed. Health Informatics, 2018)

Development and Independent Validation of Energy Expenditure Models Using SmartStep. - Nagaraj Hegde; Tracy A. Swibas; Edward L. Melanson; Edward Sazonov (BHI, 2022)

A CNN Model for Physical Activity Recognition and Energy Expenditure Estimation from an Eyeglass-Mounted Wearable Sensor. - Md Billal Hossain; Samuel R. LaMunion; Scott E. Crouter; Edward L. Melanson; Edward Sazonov (Sensors, 2024)