Cover Image

Decoding Emotional Valence from Wearables: Can Our Data Reveal Our True Feelings?

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Grzeszczyk, Michal K., Lisowska, Anna, Sitek, Arkadiusz, Lisowska, Aneta
Format:	Preprint
Published:	2023
Subjects:	Signal Processing Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MISS: Multiclass Interpretable Scoring Systems
by: Grzeszczyk, Michal K., et al.
Published: (2024)

Deep-seeded Clustering for Emotion Recognition from Wearable Physiological Sensors
by: Conceição, Marta A., et al.
Published: (2023)

Machine Learning Strategies for Parkinson Tremor Classification Using Wearable Sensor Data
by: Paucar-Escalante, Jesus, et al.
Published: (2025)

Interpretable Causal Inference for Analyzing Wearable, Sensor, and Distributional Data
by: Katta, Srikar, et al.
Published: (2023)

Emotion Detection from EEG using Transfer Learning
by: Sidharth, Sidharth, et al.
Published: (2023)

Raising the Bar(ometer): Identifying a User's Stair and Lift Usage Through Wearable Sensor Data Analysis
by: Karande, Hrishikesh Balkrishna, et al.
Published: (2024)

Disentangling Imperfect: A Wavelet-Infused Multilevel Heterogeneous Network for Human Activity Recognition in Flawed Wearable Sensor Data
by: Liu, Mengna, et al.
Published: (2024)

Unimodal and Multimodal Sensor Fusion for Wearable Activity Recognition
by: Bello, Hymalai
Published: (2024)

Stress Detection Using Wearable Physiological and Sociometric Sensors
by: Mozos, Oscar Martinez, et al.
Published: (2026)

Toward Foundation Model for Multivariate Wearable Sensing of Physiological Signals
by: Luo, Yunfei, et al.
Published: (2024)

Representation Learning for Wearable-Based Applications in the Case of Missing Data
by: Jungo, Janosch, et al.
Published: (2024)

Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data
by: Jeon, Eun Som, et al.
Published: (2024)

Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors
by: Soumma, Shovito Barua, et al.
Published: (2024)

Cuffless Blood Pressure Estimation from Six Wearable Sensor Modalities in Multi-Motion-State Scenarios
by: Chen, Yiqiao, et al.
Published: (2025)

Context-Aware Stress Monitoring using Wearable and Mobile Technologies in Everyday Settings
by: Aqajari, Seyed Amir Hossein, et al.
Published: (2023)

Explainable AI Using Inherently Interpretable Components for Wearable-based Health Monitoring
by: Kuschel, Maurice, et al.
Published: (2026)

Loneliness Forecasting Using Multi-modal Wearable and Mobile Sensing in Everyday Settings
by: Yang, Zhongqi, et al.
Published: (2024)

Integrative Deep Learning Framework for Parkinson's Disease Early Detection using Gait Cycle Data Measured by Wearable Sensors: A CNN-GRU-GNN Approach
by: Rashnu, Alireza, et al.
Published: (2024)

Time-Resolved EEG Decoding of Semantic Processing Reveals Altered Neural Dynamics in Depression and Suicidality
by: Jeong, Woojae, et al.
Published: (2025)

Online Action Recognition for Human Risk Prediction with Anticipated Haptic Alert via Wearables
by: Guo, Cheng, et al.
Published: (2023)

Domain-Adaptive Arrhythmia Classification Using a Hybrid Transformer on Wearable Heart Signals
by: Toosi, Maedeh H., et al.
Published: (2026)

Assessing Neuromorphic Computing for Fingertip Force Decoding from Electromyography
by: Shahrooei, Abolfazl, et al.
Published: (2025)

EmotionCaps: Enhancing Audio Captioning Through Emotion-Augmented Data Generation
by: Manivannan, Mithun, et al.
Published: (2024)

Role of Mixup in Topological Persistence Based Knowledge Distillation for Wearable Sensor Data
by: Jeon, Eun Som, et al.
Published: (2025)

Masked Autoencoders that Feel the Heart: Unveiling Simplicity Bias for ECG Analyses
by: Xu, He-Yang, et al.
Published: (2025)

Deep Learning Based Sphere Decoding
by: Mohammadkarimi, Mostafa, et al.
Published: (2018)

Multimodal Physical Fitness Monitoring (PFM) Framework Based on TimeMAE-PFM in Wearable Scenarios
by: Zhang, Junjie, et al.
Published: (2024)

Smooth-Distill: A Self-distillation Framework for Multitask Learning with Wearable Sensor Data
by: Vu, Hoang-Dieu, et al.
Published: (2025)

RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data
by: Xu, Maxwell A., et al.
Published: (2024)

Robust Multimodal Learning Framework For Intake Gesture Detection Using Contactless Radar and Wearable IMU Sensors
by: Wang, Chunzhuo, et al.
Published: (2025)

Wearable-Based Real-time Freezing of Gait Detection in Parkinson's Disease Using Self-Supervised Learning
by: Soumma, Shovito Barua, et al.
Published: (2024)

Sequential Weakly Labeled Multi-Activity Localization and Recognition on Wearable Sensors using Recurrent Attention Networks
by: Wang, Kun, et al.
Published: (2020)

ECG-EmotionNet: Nested Mixture of Expert (NMoE) Adaptation of ECG-Foundation Model for Driver Emotion Recognition
by: Mansourian, Nastaran, et al.
Published: (2025)

Informed Bootstrap Augmentation Improves EEG Decoding
by: Jeong, Woojae, et al.
Published: (2025)

EEG Emotion Recognition Through Deep Learning
by: Dolgopolyi, Roman, et al.
Published: (2025)

Electroencephalogram Emotion Recognition via AUC Maximization
by: Xiao, Minheng
Published: (2024)

TSAK: Two-Stage Semantic-Aware Knowledge Distillation for Efficient Wearable Modality and Model Optimization in Manufacturing Lines
by: Bello, Hymalai, et al.
Published: (2024)

A Wearable Device Dataset for Mental Health Assessment Using Laser Doppler Flowmetry and Fluorescence Spectroscopy Sensors
by: Nguyen, Minh Ngoc, et al.
Published: (2025)

Efficient Numerical Calibration of Water Delivery Network Using Short-Burst Hydrant Trials
by: Kołodziej, Katarzyna, et al.
Published: (2024)

Deep Riemannian Networks for End-to-End EEG Decoding
by: Wilson, Daniel, et al.
Published: (2022)