Mobile Sensing

Personality Trait Recognition Based on Smartphone Typing Characteristics in the Wild

Personality trait recognition from everyday smartphone typing dynamics in naturalistic conditions, using deep learning on keystroke patterns. IEEE Transactions on Affective …

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Affective State Prediction from Smartphone Touch and Sensor Data in the Wild featured image

Affective State Prediction from Smartphone Touch and Sensor Data in the Wild

Multimodal affective state prediction from smartphone touch and sensor data in naturalistic conditions, using deep learning fusion. CHI 2022.

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Dr. Rafael Wampfler

Affective State Prediction Based on Semi-Supervised Learning from Smartphone Touch Data

Semi-supervised learning for affective state prediction from smartphone touch data, leveraging abundant unlabeled naturalistic data. CHI 2020.

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Dr. Rafael Wampfler

Affective State Prediction in a Mobile Setting using Wearable Biometric Sensors and Stylus

Affective state prediction during mobile learning using wearable biometric sensors and stylus interaction data. EDM 2019.

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Dr. Rafael Wampfler
Affective Computing & Emotion Recognition featured image

Affective Computing & Emotion Recognition

Multimodal deep learning systems for affective state prediction from smartphone sensors, biometric data, egocentric vision, and physiological signals — enabling real-world …