P
Philip Schmidt
Researcher at University of Siegen
Publications - 6
Citations - 588
Philip Schmidt is an academic researcher from University of Siegen. The author has contributed to research in topics: Affective computing & Wearable computer. The author has an hindex of 5, co-authored 6 publications receiving 249 citations.
Papers
More filters
Proceedings ArticleDOI
Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection
TL;DR: This work introduces WESAD, a new publicly available dataset for wearable stress and affect detection that bridges the gap between previous lab studies on stress and emotions, by containing three different affective states (neutral, stress, amusement).
Posted Content
Wearable affect and stress recognition: A review.
TL;DR: A broad overview and in-depth understanding of the theoretical background, methods, and best practices of wearable affect and stress recognition is provided, and psychological models, and detail affect-related physiological changes and their measurement with wearables are summarised.
Proceedings ArticleDOI
Multi-target affect detection in the wild: an exploratory study
TL;DR: An exploratory field study is presented, using physiological data of 11 healthy subjects, to classify arousal, State-Trait Anxiety Inventory (STAI), stress, and valence self-reports, utilizing feature-based and convolutional neural network (CNN) methods.
Proceedings Article
Multi-target affect detection in the wild: an exploratory study.
TL;DR: In this paper, the authors presented an exploratory field study, using physiological data of 11 healthy subjects to classify arousal, State-Trait Anxiety Inventory (STAI), stress, and valence self-reports, utilizing feature-based and convolutional neural network (CNN) methods.
Proceedings ArticleDOI
Labelling Affective States "in the Wild": Practical Guidelines and Lessons Learned
TL;DR: Based on four paradigms, practical guidelines are formulated to increase the accuracy of labels generated via EMAs and how these guidelines were implemented in a recent AC field study of the authors' are detailed.