Response to stress in the parents of children with autism spectrum disorder

Pattini, Elena; Rollo, Dolores

doi:10.1109/memea.2016.7533781

2016 IEEE International Symposium on Medical Measurements and Applications (MeMeA) 2016

DOI: 10.1109/memea.2016.7533781

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Response to stress in the parents of children with autism spectrum disorder

Elena Pattini

Dolores Rollo

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Cited by 3 publications

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A simple algorithm for emotion recognition, using physiological signals of a smart watch

Pollreisz

TaheriNejad

2017

2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

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Recently, it has become easier and more common to measure physiological signals through wearable devices such as smart watches. Extracting emotional states of individuals with problems expressing it, such as autistic individuals, can help their parents, friends, and therapists to obtain a better understanding of what they feel throughout their day. Although emotion recognition methods based on physiological signals have been studied for many years, there is a smaller body of literature about systems working with data obtained from wearable devices. In this paper, we present an emotion recognition system with a small footprint suitable for limited resources of wearable devices. Other than identifying the emotions (with a success rate of 65%), The proposed system also tags each recognition with a confidence value (on average 57%).

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A simple algorithm for emotion recognition, using physiological signals of a smart watch

Pollreisz

TaheriNejad

2017

2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

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Deep Learning Based Recognition of Meltdown in Autistic Kids

Patnam

George

et al. 2017

2017 IEEE International Conference on Healthcare Informatics (ICHI)

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Emotion Detection for Children on the Autism Spectrum using BCI and Web Technology

Zaman

Tahsin

Rahman

et al. 2022

2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)

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Response to stress in the parents of children with autism spectrum disorder

Cited by 3 publications

References 6 publications

A simple algorithm for emotion recognition, using physiological signals of a smart watch

A simple algorithm for emotion recognition, using physiological signals of a smart watch

Deep Learning Based Recognition of Meltdown in Autistic Kids

Emotion Detection for Children on the Autism Spectrum using BCI and Web Technology

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