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- research-articleOctober 2021
Head Matters: Explainable Human-centered Trait Prediction from Head Motion Dynamics
ICMI '21: Proceedings of the 2021 International Conference on Multimodal InteractionPages 435–443https://doi.org/10.1145/3462244.3479901We demonstrate the utility of elementary head-motion units termed kinemes for behavioral analytics to predict personality and interview traits. Transforming head-motion patterns into a sequence of kinemes facilitates discovery of latent temporal ...
- extended-abstractMarch 2020
Multimodal Analytics for early Diagnosis of Alzheimer's Disease
IUI '20 Companion: Companion Proceedings of the 25th International Conference on Intelligent User InterfacesPages 37–38https://doi.org/10.1145/3379336.3381508Alzheimer's Disease(AD) is a neurocognitive disease that causes impairments of cognition as well as Activities of Daily Living (ADLs). This research investigates the possibility of diagnosing the early stages of AD using the impairments of ADLs. It ...
- research-articleFebruary 2020
Towards Context-Aware Social Behavioral Analytics
MoMM2019: Proceedings of the 17th International Conference on Advances in Mobile Computing & MultimediaPages 28–35https://doi.org/10.1145/3365921.3365942The confluence of technological and societal advances, and more specifically, engagement with Web, social media, and smart devices has the potential to affect the mental behavior of the individuals. Examples include extremist and criminal behaviors such ...