Image de couverture de livre

PixleepFlow: A Pixel-Based Lifelog Framework for Predicting Sleep Quality and Stress Level

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Na, Younghoon, Oh, Seunghun, Ko, Seongji, Lee, Hyunkyung
Format:	Preprint
Publié:	2025
Sujets:	Signal Processing Artificial Intelligence Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

MC2SleepNet: Multi-modal Cross-masking with Contrastive Learning for Sleep Stage Classification
par: Na, Younghoon, et autres
Publié: (2025)

Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework
par: Lee, Cheol-Hui, et autres
Publié: (2025)

ECG-SleepNet: Deep Learning-Based Comprehensive Sleep Stage Classification Using ECG Signals
par: Aghaomidi, Poorya, et autres
Publié: (2024)

SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning
par: Lee, Seongju, et autres
Publié: (2022)

Personalized Sleep Prediction via Deep Adaptive Spatiotemporal Modeling and Sparse Data
par: Wang, Xueyi, et autres
Publié: (2025)

The Breakthrough of Sleep: A Contactless Approach for Accurate Sleep Stage Detection Using the Sleepal AI Lamp
par: Diao, Zhuo, et autres
Publié: (2026)

SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals
par: Thapa, Rahul, et autres
Publié: (2024)

NeuroSleep: Neuromorphic Event-Driven Single-Channel EEG Sleep Staging for Edge-Efficient Sensing
par: Li, Boyu, et autres
Publié: (2026)

Age-Normalized HRV Features for Non-Invasive Glucose Prediction: A Pilot Sleep-Aware Machine Learning Study
par: Azam, Md Basit, et autres
Publié: (2025)

CLSP-REQA: A Real-Time Quality-Aware Closed-Loop Seizure Prediction Framework with Mamba-BiLSTM and Confidence-Gated Intervention
par: Chen, Mufeng, et autres
Publié: (2026)

A Multitask VAE for Time Series Preprocessing and Prediction of Blood Glucose Level
par: AbuSaleh, Ali, et autres
Publié: (2024)

SleepNet: Attention-Enhanced Robust Sleep Prediction using Dynamic Social Networks
par: Khalid, Maryam, et autres
Publié: (2024)

SleepPPG-Net2: Deep learning generalization for sleep staging from photoplethysmography
par: Attia, Shirel, et autres
Publié: (2024)

MATNet: Multi-Level Fusion Transformer-Based Model for Day-Ahead PV Generation Forecasting
par: Tortora, Matteo, et autres
Publié: (2023)

EEG-Based Speech Decoding: A Novel Approach Using Multi-Kernel Ensemble Diffusion Models
par: Kim, Soowon, et autres
Publié: (2024)

NapTune: Efficient Model Tuning for Mood Classification using Previous Night's Sleep Measures along with Wearable Time-series
par: Shome, Debaditya, et autres
Publié: (2024)

CSI-BERT2: A BERT-inspired Framework for Efficient CSI Prediction and Classification in Wireless Communication and Sensing
par: Zhao, Zijian, et autres
Publié: (2024)

SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals
par: Yan, Runze, et autres
Publié: (2024)

EEGMobile: Enhancing Speed and Accuracy in EEG-Based Gaze Prediction with Advanced Mobile Architectures
par: Liang, Teng, et autres
Publié: (2024)

Adaptive Learning Strategies for AoA-Based Outdoor Localization: A Comprehensive Framework
par: Trinh-Nguyen, Bac, et autres
Publié: (2026)

Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram
par: Na, Yeongyeon, et autres
Publié: (2024)

NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG
par: Lee, Cheol-Hui, et autres
Publié: (2024)

Predicting Fine-grained Behavioral and Psychological Symptoms of Dementia Based on Machine Learning and Smart Wearable Devices
par: Hsu, Benny Wei-Yun, et autres
Publié: (2024)

Stressor Type Matters! -- Exploring Factors Influencing Cross-Dataset Generalizability of Physiological Stress Detection
par: Prajod, Pooja, et autres
Publié: (2024)

Deep Learning-Assisted Parallel Interference Cancellation for Grant-Free NOMA in Machine-Type Communication
par: Oh, Yongjeong, et autres
Publié: (2024)

A Universal and Robust Framework for Multiple Gas Recognition Based-on Spherical Normalization-Coupled Mahalanobis Algorithm
par: Chen, Shuai, et autres
Publié: (2025)

Hybrid Deep Learning Framework for CSI-Based Activity Recognition in Bandwidth-Constrained Wi-Fi Sensing
par: Fernandes, Alison M., et autres
Publié: (2026)

A Supervised Information Enhanced Multi-Granularity Contrastive Learning Framework for EEG Based Emotion Recognition
par: Li, Xiang, et autres
Publié: (2024)

A Machine Learning Framework for EEG-Based Prediction of Treatment Efficacy in Chronic Neck Pain
par: Wang, Xiru, et autres
Publié: (2026)

Turbofan Engine Remaining Useful Life (RUL) Prediction Based on Bi-Directional Long Short-Term Memory (BLSTM)
par: Sherifi, Abedin
Publié: (2024)

Remaining Useful Life Prediction: A Study on Multidimensional Industrial Signal Processing and Efficient Transfer Learning Based on Large Language Models
par: Chen, Yan, et autres
Publié: (2024)

Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting
par: Guo, Pengxin, et autres
Publié: (2024)

Understanding Human Daily Experience Through Continuous Sensing: ETRI Lifelog Dataset 2024
par: Oh, Se Won, et autres
Publié: (2025)

Hierarchical Multi-Agent DRL-Based Framework for Joint Multi-RAT Assignment and Dynamic Resource Allocation in Next-Generation HetNets
par: Alwarafy, Abdulmalik, et autres
Publié: (2022)

PeriodWave: Multi-Period Flow Matching for High-Fidelity Waveform Generation
par: Lee, Sang-Hoon, et autres
Publié: (2024)

Accelerating High-Fidelity Waveform Generation via Adversarial Flow Matching Optimization
par: Lee, Sang-Hoon, et autres
Publié: (2024)

Can Transformers Predict Vibrations?
par: Kuniyoshi, Fusataka, et autres
Publié: (2024)

Veli: Unsupervised Method and Unified Benchmark for Low-Cost Air Quality Sensor Correction
par: Dalbah, Yahia, et autres
Publié: (2025)

Cross-Subject Depression Level Classification Using EEG Signals with a Sample Confidence Method
par: Zhang, ZhongYi, et autres
Publié: (2025)

Advancing Air Quality Monitoring: TinyML-Based Real-Time Ozone Prediction with Cost-Effective Edge Devices
par: Ken, Huam Ming, et autres
Publié: (2025)