Classification of Heart Sounds Based on the Wavelet Fractal and Twin Support Vector Machine
出版年份 2019 全文链接
标题
Classification of Heart Sounds Based on the Wavelet Fractal and Twin Support Vector Machine
作者
关键词
-
出版物
Entropy
Volume 21, Issue 5, Pages 472
出版商
MDPI AG
发表日期
2019-05-13
DOI
10.3390/e21050472
参考文献
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。- Classification of heart sound signal using curve fitting and fractal dimension
- (2018) Maryam Hamidi et al. Biomedical Signal Processing and Control
- A study of time-frequency features for CNN-based automatic heart sound classification for pathology detection
- (2018) Baris Bozkurt et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Twin support vector machines: A survey
- (2018) Huajuan Huang et al. NEUROCOMPUTING
- Phonocardiogram signals processing approach for PASCAL Classifying Heart Sounds Challenge
- (2018) Fatima Chakir et al. Signal Image and Video Processing
- Classification of Heart Sound Signal Using Multiple Features
- (2018) Yaseen et al. Applied Sciences-Basel
- Heart sound classification based on scaled spectrogram and tensor decomposition
- (2017) Wenjie Zhang et al. EXPERT SYSTEMS WITH APPLICATIONS
- Effective Heart Sound Segmentation and Murmur Classification Using Empirical Wavelet Transform and Instantaneous Phase for Electronic Stethoscope
- (2017) V. Nivitha Varghees et al. IEEE SENSORS JOURNAL
- S1 and S2 Heart Sound Recognition Using Deep Neural Networks
- (2017) Tien-En Chen et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Classification of Heart Sound Signals Using Autoregressive Model and Hidden Markov Model
- (2017) Hadrina Sh-Hussain et al. Journal of Medical Imaging and Health Informatics
- Biometrics from heart sounds: Evaluation of a new approach based on wavelet packet cepstral features using HSCT-11 database
- (2016) M. Abo-Zahhad et al. COMPUTERS & ELECTRICAL ENGINEERING
- Twin support vector machine: theory, algorithm and applications
- (2016) Shifei Ding et al. NEURAL COMPUTING & APPLICATIONS
- An open access database for the evaluation of heart sound algorithms
- (2016) Chengyu Liu et al. PHYSIOLOGICAL MEASUREMENT
- Paediatric heart sound signal analysis towards classification using multifractal spectra
- (2016) Ana Gavrovska et al. PHYSIOLOGICAL MEASUREMENT
- Heart sound signal classification using fast independent component analysis
- (2016) Yücel KOÇYİĞİT Turkish Journal of Electrical Engineering and Computer Sciences
- Heart-ID: human identity recognition using heart sounds based on modifying mel-frequency cepstral features
- (2016) Sherif N. Abbas et al. IET Biometrics
- Logistic Regression-HSMM-based Heart Sound Segmentation
- (2015) David Springer et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Twin support vector machines based on fruit fly optimization algorithm
- (2015) Shifei Ding et al. International Journal of Machine Learning and Cybernetics
- A novel heart sound activity detection framework for automated heart sound analysis
- (2014) V. Nivitha Varghees et al. Biomedical Signal Processing and Control
- Classification of cardiac sound signals using constrained tunable-Q wavelet transform
- (2014) Shivnarayan Patidar et al. EXPERT SYSTEMS WITH APPLICATIONS
- Identification of the normal and abnormal heart sounds using wavelet-time entropy features based on OMS-WPD
- (2014) Yan Wang et al. Future Generation Computer Systems-The International Journal of eScience
- Wavelet twin support vector machine
- (2014) Shifei Ding et al. NEURAL COMPUTING & APPLICATIONS
- Efficient Heart Sound Segmentation and Extraction Using Ensemble Empirical Mode Decomposition and Kurtosis Features
- (2014) Chrysa D. Papadaniil et al. IEEE Journal of Biomedical and Health Informatics
- Multi-level basis selection of wavelet packet decomposition tree for heart sound classification
- (2013) Fatemeh Safara et al. COMPUTERS IN BIOLOGY AND MEDICINE
- An overview on twin support vector machines
- (2012) Shifei Ding et al. ARTIFICIAL INTELLIGENCE REVIEW
- Beat-to-beat systolic time-interval measurement from heart sounds and ECG
- (2012) R P Paiva et al. PHYSIOLOGICAL MEASUREMENT
- Support Vector Machine Ensembles for Intelligent Diagnosis of Valvular Heart Disease
- (2011) Abdulkadir Sengur JOURNAL OF MEDICAL SYSTEMS
- Adaptive neuro-fuzzy inference system for diagnosis of the heart valve diseases using wavelet transform with entropy
- (2011) Harun Uğuz NEURAL COMPUTING & APPLICATIONS
- Research on heart sound identification technology
- (2011) XieFeng Cheng et al. Science China-Information Sciences
- Feature Extraction From Parametric Time–Frequency Representations for Heart Murmur Detection
- (2010) L. D. Avendaño-Valencia et al. ANNALS OF BIOMEDICAL ENGINEERING
- A Biomedical System Based on Artificial Neural Network and Principal Component Analysis for Diagnosis of the Heart Valve Diseases
- (2010) Harun Uğuz JOURNAL OF MEDICAL SYSTEMS
- In search of an optimization technique for Artificial Neural Network to classify abnormal heart sounds
- (2008) Samit Ari et al. APPLIED SOFT COMPUTING
- Heart sound reproduction based on neural network classification of cardiac valve disorders using wavelet transforms of PCG signals
- (2008) Sepideh Babaei et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Optimal kernel selection in twin support vector machines
- (2008) Reshma Khemchandani et al. Optimization Letters
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started