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Personalized machine learning for robot perception of affect and engagement in autism therapy
Robots have the potential to facilitate future therapies for children on the autism spectrum.
However, existing robots are limited in their ability to automatically perceive and respond to …
However, existing robots are limited in their ability to automatically perceive and respond to …
Stress detection in working people
Stress detector classifies a stressed individual from a normal one by acquiring his/her
physiological signals through appropriate sensors such as Electrocardiogram (ECG) …
physiological signals through appropriate sensors such as Electrocardiogram (ECG) …
Extending long short-term memory for multi-view structured learning
Abstract Long Short-Term Memory (LSTM) networks have been successfully applied to a
number of sequence learning problems but they lack the design flexibility to model multiple …
number of sequence learning problems but they lack the design flexibility to model multiple …
Adaptive social robot for sustaining social engagement during long-term children–robot interaction
One of the known challenges in Children–Robot Interaction (cHRI) is to sustain children's
engagement during long-term interactions with robots. Researchers have hypothesized that …
engagement during long-term interactions with robots. Researchers have hypothesized that …
Automatic detection of ADHD and ASD from expressive behaviour in RGBD data
Attention Deficit Hyperactivity Disorder (ADHD) and Autism Spectrum Disorder (ASD) are
neurodevelopmental conditions which impact on a significant number of children and adults …
neurodevelopmental conditions which impact on a significant number of children and adults …
A wavelet-based approach to emotion classification using EDA signals
Emotion is an intense mental experience often manifested by rapid heartbeat, breathing,
sweating, and facial expressions. Emotion recognition from these physiological signals is a …
sweating, and facial expressions. Emotion recognition from these physiological signals is a …
Systematic Literature Review of Using Virtual Reality as a Social Platform in HCI Community
Virtual reality (VR) is increasingly used as a social platform for users to interact and build
connections with one another in an immersive virtual environment. Reflecting on the …
connections with one another in an immersive virtual environment. Reflecting on the …
MultiMediate'24: Multi-Domain Engagement Estimation
Estimating the momentary level of participant's engagement is an important prerequisite for
assistive systems that support human interactions. Previous work has addressed this task in …
assistive systems that support human interactions. Previous work has addressed this task in …
Multimediate'23: Engagement estimation and bodily behaviour recognition in social interactions
Automatic analysis of human behaviour is a fundamental prerequisite for the creation of
machines that can effectively interact with-and support humans in social interactions. In …
machines that can effectively interact with-and support humans in social interactions. In …
Toward an automated measure of social engagement for children with autism spectrum disorder—a personalized computational modeling approach
Social engagement is a key indicator of an individual's socio-emotional and cognitive states.
For a child with Autism Spectrum Disorder (ASD), this serves as an important factor in …
For a child with Autism Spectrum Disorder (ASD), this serves as an important factor in …