Copertina

Optimizing Emotion Recognition with Wearable Sensor Data: Unveiling Patterns in Body Movements and Heart Rate through Random Forest Hyperparameter Tuning

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Nur, Zikri Kholifah, Wijaya, Rifki, Wulandari, Gia Septiana
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Human-Computer Interaction Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Emotion Recognition in Older Adults with Quantum Machine Learning and Wearable Sensors
di: Onim, Md. Saif Hassan, et al.
Pubblicazione: (2025)

LayeredSense: Hierarchical Recognition of Complex Daily Activities Using Wearable Sensors
di: Lam, Chak Man
Pubblicazione: (2025)

Exploring Heart Rate Variability and Heart Rate Dynamics Using Wearables Before, During, and After Speech Activity: Insights from a Controlled Study in a Low-Middle-Income Country
di: Sahu, Nilesh Kumar, et al.
Pubblicazione: (2025)

Emotion classification using EEG headset signals and Random Forest
di: Vasquez, Ricardo, et al.
Pubblicazione: (2025)

Towards a Real-Time Warning System for Detecting Inaccuracies in Photoplethysmography-Based Heart Rate Measurements in Wearable Devices
di: Islmabouli, Rania, et al.
Pubblicazione: (2025)

From Lab to Wrist: Bridging Metabolic Monitoring and Consumer Wearables for Heart Rate and Oxygen Consumption Modeling
di: Gahtan, Barak, et al.
Pubblicazione: (2025)

VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization
di: Chatzimparmpas, Angelos, et al.
Pubblicazione: (2020)

Physical-aware Cross-modal Adversarial Network for Wearable Sensor-based Human Action Recognition
di: Ni, Jianyuan, et al.
Pubblicazione: (2023)

A Multimodal Emotion Recognition System: Integrating Facial Expressions, Body Movement, Speech, and Spoken Language
di: Kraack, Kris
Pubblicazione: (2024)

Touching Movement: 3D Tactile Poses for Supporting Blind People in Learning Body Movements
di: Tanaka, Kengo, et al.
Pubblicazione: (2026)

Robust In-the-Wild Exercise Recognition from a Single Wearable: Data-Side Fusion, Sensor Rotation, and Feature Engineering
di: Phan, Hoang Khang, et al.
Pubblicazione: (2025)

Introducing IHARDS-CNN: A Cutting-Edge Deep Learning Method for Human Activity Recognition Using Wearable Sensors
di: Sedaghati, Nazanin, et al.
Pubblicazione: (2024)

Emotion Recognition with Minimal Wearable Sensing: Multi-domain Feature, Hybrid Feature Selection, and Personalized vs. Generalized Ensemble Model Analysis
di: Irfan, Muhammad, et al.
Pubblicazione: (2025)

A Cross-Cultural Analysis of Animated Representations of Emotions for Wearable Interfaces
di: Wrobel, Michal R., et al.
Pubblicazione: (2026)

Look into your Heart -- Prototypes for a Speculative Design Exploration of Personal Heart Rate Visualization
di: Panda, Swaroop
Pubblicazione: (2025)

Emotion Detection in Older Adults Using Physiological Signals from Wearable Sensors
di: Onim, Md. Saif Hassan, et al.
Pubblicazione: (2025)

Intelligent Depression Prevention via LLM-Based Dialogue Analysis: Overcoming the Limitations of Scale-Dependent Diagnosis through Precise Emotional Pattern Recognition
di: Zhong, Zhenguang, et al.
Pubblicazione: (2025)

Decomposing and Fusing Intra- and Inter-Sensor Spatio-Temporal Signal for Multi-Sensor Wearable Human Activity Recognition
di: Xie, Haoyu, et al.
Pubblicazione: (2025)

Large Language Models for Wearable Sensor-Based Human Activity Recognition, Health Monitoring, and Behavioral Modeling: A Survey of Early Trends, Datasets, and Challenges
di: Ferrara, Emilio
Pubblicazione: (2024)

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding
di: Lian, Zheng, et al.
Pubblicazione: (2026)

Explainable Multimodal Emotion Recognition
di: Lian, Zheng, et al.
Pubblicazione: (2023)

Dog Heart Rate and Blood Oxygen Metaverse Interaction System
di: Jiang, Yanhui, et al.
Pubblicazione: (2024)

A Longitudinal Evaluation of Heart Rate Efficiency for Amateur Runners
di: Votyakov, Evgeny V., et al.
Pubblicazione: (2025)

The Patchkeeper: An Integrated Wearable Electronic Stethoscope with Multiple Sensors
di: Li, Hongwei, et al.
Pubblicazione: (2024)

Extending Stress Detection Reproducibility to Consumer Wearable Sensors
di: Amin, Ohida Binte, et al.
Pubblicazione: (2025)

Archiving Body Movements: Collective Generation of Chinese Calligraphy
di: Zhou, Aven Le, et al.
Pubblicazione: (2023)

Understanding Emotional Body Expressions via Large Language Models
di: Lu, Haifeng, et al.
Pubblicazione: (2024)

One Body, Two Minds: Alternating VR Perspective During Remote Teleoperation of Supernumerary Limbs
di: Zhou, Hongyu, et al.
Pubblicazione: (2026)

Understanding Challenges and Opportunities in Body Movement Education of People who are Blind or have Low Vision
di: De Silva, Madhuka Thisuri, et al.
Pubblicazione: (2024)

Unveiling the Tricks: Automated Detection of Dark Patterns in Mobile Applications
di: Chen, Jieshan, et al.
Pubblicazione: (2023)

Exploring Urban Comfort through Novel Wearables and Environmental Surveys
di: Chwalek, Patrick, et al.
Pubblicazione: (2024)

Improving Inclusivity for Emotion Recognition Based on Face Tracking
di: Ellenberg, Mats Ole, et al.
Pubblicazione: (2025)

A Foundation Model for Wearable Movement Data in Mental Health Research
di: Ruan, Franklin Y., et al.
Pubblicazione: (2024)

SoniWeight Shoes: Investigating Effects and Personalization of a Wearable Sound Device for Altering Body Perception and Behavior
di: D'Adamo, A., et al.
Pubblicazione: (2024)

W2W: A Simulated Exploration of IMU Placement Across the Human Body for Designing Smarter Wearable
di: Ray, Lala Shakti Swarup, et al.
Pubblicazione: (2025)

Comparing Continuous and Retrospective Emotion Ratings in Remote VR Study
di: Warsinke, Maximilian, et al.
Pubblicazione: (2024)

Cluster-Based Random Forest Visualization and Interpretation
di: Sondag, Max, et al.
Pubblicazione: (2025)

OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition
di: Lian, Zheng, et al.
Pubblicazione: (2024)

AffectGPT: Dataset and Framework for Explainable Multimodal Emotion Recognition
di: Lian, Zheng, et al.
Pubblicazione: (2024)

FEEL: Quantifying Heterogeneity in Physiological Signals for Generalizable Emotion Recognition
di: Singh, Pragya, et al.
Pubblicazione: (2026)