4.6 Article

Label consistent non-negative representation of ECG signals for automated recognition of cardiac arrhythmias

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Information Systems

Sparse fuzzy two-dimensional discriminant local preserving projection (SF2DDLPP) for robust image feature extraction

Minghua Wan et al.

Summary: The study introduces a new elastic feature extraction algorithm called SF2DDLPP to address the issues encountered in the 2DDLPP algorithm. By calculating the membership matrix using FKNN and developing two theorems to solve generalized eigenfunctions, the optimal sparse fuzzy 2D discriminant projection matrix is regressed.

INFORMATION SCIENCES (2021)

Article Computer Science, Hardware & Architecture

ECG heartbeat classification in compressive domain for wearable devices

Jing Hua et al.

JOURNAL OF SYSTEMS ARCHITECTURE (2020)

Article Computer Science, Artificial Intelligence

Robust ECG biometrics using GNMF and sparse representation

Rui Li et al.

PATTERN RECOGNITION LETTERS (2020)

Article Biology

Electrocardiogram heartbeat classification based on a deep convolutional neural network and focal loss

Taissir Fekih Romdhane et al.

COMPUTERS IN BIOLOGY AND MEDICINE (2020)

Article Computer Science, Artificial Intelligence

Structural sparse representation with biometric recognition class -specific dictionary for ECG

Jingxiao Xu et al.

PATTERN RECOGNITION LETTERS (2020)

Article Computer Science, Information Systems

An improve face representation and recognition method based on graph regularized non-negative matrix factorization

Minghua Wan et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2019)

Article Computer Science, Artificial Intelligence

Sparse, collaborative, or nonnegative representation: Which helps pattern classification?

Jun Xu et al.

PATTERN RECOGNITION (2019)

Article Chemistry, Analytical

Collaborative Representation Using Non-Negative Samples for Image Classification

Jianhang Zhou et al.

SENSORS (2019)

Article Computer Science, Theory & Methods

A novel electrocardiogram feature extraction approach for cardiac arrhythmia classification

Leandro B. Marinho et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2019)

Article Engineering, Biomedical

Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers

V. Mondejar-Guerra et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2019)

Proceedings Paper Engineering, Biomedical

Deep Learning Based Patient-Specific Classification of Arrhythmia on ECG signal

Wei Zhao et al.

2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) (2019)

Article Computer Science, Artificial Intelligence

Sparse representation of ECG signals for automated recognition of cardiac arrhythmias

Sandeep Raj et al.

EXPERT SYSTEMS WITH APPLICATIONS (2018)

Article Computer Science, Artificial Intelligence

Novel methodology of cardiac health recognition based on ECG signals and evolutionary-neural system

Pawel Plawiak

EXPERT SYSTEMS WITH APPLICATIONS (2018)

Article Computer Science, Hardware & Architecture

Direct Arrhythmia Classification from Compressive ECG Signals in Wearable Health Monitoring System

Jing Hua et al.

JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS (2018)

Article Computer Science, Artificial Intelligence

Subspace clustering guided convex nonnegative matrix factorization

Guosheng Cui et al.

NEUROCOMPUTING (2018)

Article Computer Science, Theory & Methods

Local graph embedding based on maximum margin criterion via fuzzy set

Minghua Wan et al.

FUZZY SETS AND SYSTEMS (2017)

Article Biology

A deep convolutional neural network model to classify heartbeats

U. Rajendra Acharya et al.

COMPUTERS IN BIOLOGY AND MEDICINE (2017)

Article Computer Science, Interdisciplinary Applications

Arrhythmia recognition and classification using combined linear and nonlinear features of ECG signals

Fatin A. Elhaj et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2016)

Article Computer Science, Interdisciplinary Applications

Cardiac arrhythmia beat classification using DOST and PSO tuned SVM

Sandeep Raj et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2016)

Article Biology

Current methods in electrocardiogram characterization

Roshan Joy Martis et al.

COMPUTERS IN BIOLOGY AND MEDICINE (2014)

Article Computer Science, Artificial Intelligence

Sparse Representation Based Fisher Discrimination Dictionary Learning for Image Classification

Meng Yang et al.

INTERNATIONAL JOURNAL OF COMPUTER VISION (2014)

Article Engineering, Biomedical

ECG beat classification using PCA, LDA, ICA and Discrete Wavelet Transform

Roshan Joy Martis et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2013)

Article Computer Science, Artificial Intelligence

Solving non-negative matrix factorization by alternating least squares with a modified strategy

Hongwei Liu et al.

DATA MINING AND KNOWLEDGE DISCOVERY (2013)

Article Computer Science, Artificial Intelligence

Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition

Zhuolin Jiang et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2013)

Article Computer Science, Artificial Intelligence

Application of principal component analysis to ECG signals for automated diagnosis of cardiac health

Roshan Joy Martis et al.

EXPERT SYSTEMS WITH APPLICATIONS (2012)

Article Health Care Sciences & Services

Sparse Representation-Based Heartbeat Classification Using Independent Component Analysis

Hui Fang Huang et al.

JOURNAL OF MEDICAL SYSTEMS (2012)

Article Engineering, Biomedical

Optimization of ECG Classification by Means of Feature Selection

Tanis Mar et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2011)

Article Engineering, Electrical & Electronic

Dictionaries for Sparse Representation Modeling

Ron Rubinstein et al.

PROCEEDINGS OF THE IEEE (2010)

Article Computer Science, Artificial Intelligence

Robust Face Recognition via Sparse Representation

John Wright et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2009)

Article Engineering, Electrical & Electronic

Optimal selection of wavelet basis function applied to ECG signal denoising

BN Singh et al.

DIGITAL SIGNAL PROCESSING (2006)