activity
20192022
most citedOffline Contextual Multi-armed Bandits for Mobile Health Interventions: A Case Study on Emotion Regulation

34 citations · 43 across the 7 of their papers we have counts for

collaborators

8 papers

cs.LG20221 cited

Graph Neural Networks in IoT: A Survey

Guimin Dong, Mingyue Tang, Zhiyuan Wang +7

The Internet of Things (IoT) boom has revolutionized almost every corner of people's daily lives: healthcare, home, transportation, manufacturing, supply chain, and so on. With the…

cs.HC20223 cited

Using Ballistocardiography for Sleep Stage Classification

Jiebei Liu, Peter Morris, Krista Nelson +1

A practical way of detecting sleep stages has become more necessary as we begin to learn about the vast effects that sleep has on people's lives. The current methods of sleep stage…

cs.HC2022

Voice-Based Conversational Agents for self-reporting fluid consumption and sleep quality

Abdalsalam Almzayyen, Angel Vela de la Garza Evia, Nick Coronato +1

Intelligent conversational agents and virtual assistants, such as chatbots and voice assistants, have the potential of augmenting health service capacity to screen symptoms and del…

cs.HC2021

Driver State and Behavior Detection Through Smart Wearables

Arash Tavakoli, Shashwat Kumar, Mehdi Boukhechba +1

Integrating driver, in-cabin, and outside environment's contextual cues into the vehicle's decision making is the centerpiece of semi-automated vehicle safety. Multiple systems hav…

eess.SY20211 cited

Collision Prediction and Prevention in Contact Sports Using RFID tags and Haptic Feedback

Moeen Mostafavi, Fateme Nikseresht, Jacob Earl Resch +2

American football is a leading sport for contact-related injuries such as cervical spine injuries, some of which result from an unforeseen hit. The use of a feedback mechanism to a…

cs.LG20202 cited

Sparse Longitudinal Representations of Electronic Health Record Data for the Early Detection of Chronic Kidney Disease in Diabetic Patients

Jinghe Zhang, Kamran Kowsari, Mehdi Boukhechba +3

Chronic kidney disease (CKD) is a gradual loss of renal function over time, and it increases the risk of mortality, decreased quality of life, as well as serious complications. The…