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Stress Detection via Keyboard Typing Behaviors by Using Smartphone Sensors and Machine Learning Techniques

13 references·3 citing·43 second hopsampled

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References

2014StudentLife1,117 cited
2013Stress Recognition Using Wearable Sensors and Mobile Phones523 cited
2012StressSense511 cited
2019Stress detection in daily life scenarios using smart phones and wearable sensors: A survey479 cited
2017Monitoring stress with a wrist device using context353 cited
2013Towards Measuring Stress with Smartphones and Wearable Devices During Workday and Sleep302 cited
2016Continuous stress detection using a wrist device233 cited
2011Development and Evaluation of an Ambulatory Stress Monitor Based on Wearable Sensors221 cited
2014Daily Stress Recognition from Mobile Phone Data, Weather Conditions and Individual Traits217 cited
2016Stress Detection Using Wearable Physiological and Sociometric Sensors209 cited
2012What Does Touch Tell Us about Emotions in Touchscreen-Based Gameplay?170 cited
2012Towards unobtrusive emotion recognition for affective social communication136 cited
2018DeepBreath: Deep learning of breathing patterns for automatic stress recognition using low-cost thermal imaging in unconstrained settings129 cited

Cited by

2020Evaluating the Reproducibility of Physiological Stress Detection Models83 cited

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2022

Evaluating different configurations of machine learning models and their transfer learning capabilities for stress detection using heart rate

67 cited

2022Design Patterns in an ERP Environment1 cited