Cover Image

Sparse learned kernels for interpretable and efficient medical time series processing

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Sully F., Guo, Zhicheng, Ding, Cheng, Hu, Xiao, Rudin, Cynthia
Format:	Preprint
Published:	2023
Subjects:	Signal Processing Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SiamQuality: A ConvNet-Based Foundation Model for Imperfect Physiological Signals
by: Ding, Cheng, et al.
Published: (2024)

UbiHR: Resource-efficient Long-range Heart Rate Sensing on Ubiquitous Devices
by: Bian, Haoyu, et al.
Published: (2024)

Cross-domain Learning Framework for Tracking Users in RIS-aided Multi-band ISAC Systems with Sparse Labeled Data
by: Hu, Jingzhi, et al.
Published: (2024)

Soil analysis with machine-learning-based processing of stepped-frequency GPR field measurements: Preliminary study
by: Xu, Chunlei, et al.
Published: (2024)

Active learning for efficient data selection in radio-signal based positioning via deep learning
by: Corlay, Vincent, et al.
Published: (2024)

SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals
by: Yan, Runze, et al.
Published: (2024)

Sparse Bayesian Learning Algorithms Revisited: From Learning Majorizers to Structured Algorithmic Learning using Neural Networks
by: Balaji, Rushabha, et al.
Published: (2026)

Towards real-time assessment of infrasound event detection capability using deep learning-based transmission loss estimation
by: Cameijo, Alice Janela, et al.
Published: (2025)

Two-Stage Radio Map Construction with Real Environments and Sparse Measurements
by: Wang, Yifan, et al.
Published: (2024)

Building Semantic Communication System via Molecules: An End-to-End Training Approach
by: Cheng, Yukun, et al.
Published: (2024)

Adaptive End-to-End Transceiver Design for NextG Pilot-Free and CP-Free Wireless Systems
by: Cheng, Jiaming, et al.
Published: (2025)

Uplink Assisted Joint Channel Estimation and CSI Feedback: An Approach Based on Deep Joint Source-Channel Coding
by: Guo, Yiran, et al.
Published: (2025)

A deep learning-enabled smart garment for accurate and versatile sleep conditions monitoring in daily life
by: Tang, Chenyu, et al.
Published: (2024)

Deep-Learning-Aided Alternating Least Squares for Tensor CP Decomposition and Its Application to Massive MIMO Channel Estimation
by: Gong, Xiao, et al.
Published: (2023)

Motif-based morphology signatures for interpretable ECG screening and monitoring
by: Bijlani, Nivedita, et al.
Published: (2026)

RIS-ADMM: A RIS and ADMM-Based Passive and Sparse Sensing Method With Interference Removal
by: Chen, Peng, et al.
Published: (2022)

Real-time Calibration Model for Low-cost Sensor in Fine-grained Time series
by: Ahn, Seokho, et al.
Published: (2024)

Transfer Learning for CSI-based Positioning with Multi-environment Meta-learning
by: Foliadis, Anastasios, et al.
Published: (2024)

RA-LWLM: Retrieval-Augmented In-Context Localization with Wireless Foundation Models
by: Pan, Guangjin, et al.
Published: (2026)

Spectral- and Energy-efficient Multi-BS Multi-RIS Pinching-antenna Systems: A GNN-based Approach
by: He, Changpeng, et al.
Published: (2026)

Deep Learning Based Joint Channel Estimation and Positioning for Sparse XL-MIMO OFDM Systems
by: Li, Zhongnian, et al.
Published: (2025)

Progress in artificial intelligence applications based on the combination of self-driven sensors and deep learning
by: Wan, Weixiang, et al.
Published: (2024)

Structure-Aware Multimodal LLM Framework for Trustworthy Near-Field Beam Prediction
by: Li, Mengyuan, et al.
Published: (2026)

Correlation recurrent units: A novel neural architecture for improving the predictive performance of time-series data
by: Sim, Sunghyun, et al.
Published: (2022)

Generative Modeling and Decision Fusion for Unknown Event Detection and Classification Using Synchrophasor Data
by: Hu, Yi, et al.
Published: (2025)

Bi-directional digital twin prototype anchoring with multi-periodicity learning for few-shot fault diagnosis
by: Xia, Pengcheng, et al.
Published: (2026)

Noise-Robust Radio Frequency Fingerprint Identification Using Denoise Diffusion Model
by: Yin, Guolin, et al.
Published: (2025)

SelectiveFinetuning: Enhancing Transfer Learning in Sleep Staging through Selective Domain Alignment
by: Zhao, Siyuan, et al.
Published: (2025)

Towards transparent and data-driven fault detection in manufacturing: A case study on univariate, discrete time series
by: Hofmann, Bernd, et al.
Published: (2025)

Mechanistic Interpretability with Sparse Autoencoder Neural Operators
by: Tolooshams, Bahareh, et al.
Published: (2025)

Explainable Artificial Intelligence based Soft Evaluation Indicator for Arc Fault Diagnosis
by: Wang, Qianchao, et al.
Published: (2025)

Doubly-Dynamic ISAC Precoding for Vehicular Networks: A Constrained Deep Reinforcement Learning (CDRL) Approach
by: Yang, Zonghui, et al.
Published: (2024)

ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text
by: Yu, Han, et al.
Published: (2024)

Deep Learning-based Machine Condition Diagnosis using Short-time Fourier Transformation Variants
by: Piedad, Eduardo Jr, et al.
Published: (2024)

Synesthesia of Machines (SoM)-Enhanced ISAC Precoding for Vehicular Networks with Double Dynamics
by: Yang, Zonghui, et al.
Published: (2024)

Synesthesia of Machines (SoM)-Based Task-Driven MIMO System for Image Transmission
by: Li, Sijiang, et al.
Published: (2025)

Synesthesia of Machines (SoM)-Enhanced Sub-THz ISAC Transmission for Air-Ground Network
by: Yang, Zonghui, et al.
Published: (2025)

Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in Surface Electromyographic Signal Analysis
by: Guo, Weiyu, et al.
Published: (2024)

Multiclass Arrhythmia Classification using Smartwatch Photoplethysmography Signals Collected in Real-life Settings
by: Han, Dong, et al.
Published: (2024)

Multi-channel Time Series Decomposition Network For Generalizable Sensor-Based Activity Recognition
by: Pan, Jianguo, et al.
Published: (2024)