Wavelet De-Noising and Genetic Algorithm-Based Least Squares Twin SVM for Classification of Arrhythmias

MLTSVM: A novel twin support vector machine to multi-label learning

(2016) Wei-Jie Chen et al.   PATTERN RECOGNITION

Binary tree optimization using genetic algorithm for multiclass support vector machine

(2015) Youngjoo Lee et al.   EXPERT SYSTEMS WITH APPLICATIONS

Weighted linear loss twin support vector machine for large-scale classification

(2015) Yuan-Hai Shao et al.   KNOWLEDGE-BASED SYSTEMS

Effect of Multiscale PCA De-noising in ECG Beat Classification for Diagnosis of Cardiovascular Diseases

(2014) Emina Alickovic et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

Electrocardiogram beat classification using empirical mode decomposition and multiclass directed acyclic graph support vector machine

(2014) Indu Saini et al.   COMPUTERS & ELECTRICAL ENGINEERING

PcHD: Personalized classification of heartbeat types using a decision tree

(2014) Juyoung Park et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Baseline drift removal and denoising of MCG data using EEMD: Role of noise amplitude and the thresholding effect

(2014) N. Mariyappa et al.   MEDICAL ENGINEERING & PHYSICS

Large-scale linear nonparallel support vector machine solver

(2014) Yingjie Tian et al.   NEUROCOMPUTING

Intelligent Classification of Heartbeats for Automated Real-Time ECG Monitoring

(2014) Juyoung Park et al.   Telemedicine and e-Health

ECG beat classification using particle swarm optimization and support vector machine

(2014) Ali Khazaee et al.   Frontiers of Computer Science

Denoising and R-Peak Detection of Electrocardiogram Signal Based on EMD and Improved Approximate Envelope

(2013) Hongqiang Li et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

Primal least squares twin support vector regression

(2013) Hua-juan Huang et al.   Journal of Zhejiang University-SCIENCE C-Computers & Electronics

Two-stage multiple kernel learning with multiclass kernel polarization

(2013) Tinghua Wang et al.   KNOWLEDGE-BASED SYSTEMS

A GA-based model selection for smooth twin parametric-margin support vector machine

(2013) Zhen Wang et al.   PATTERN RECOGNITION

Laplacian smooth twin support vector machine for semi-supervised classification

(2013) Wei-Jie Chen et al.   International Journal of Machine Learning and Cybernetics

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

(2012) Roshan Joy Martis et al.   EXPERT SYSTEMS WITH APPLICATIONS

Robust minimum class variance twin support vector machine classifier

(2012) Xinjun Peng et al.   NEURAL COMPUTING & APPLICATIONS

Robust twin support vector machine for pattern classification

(2012) Zhiquan Qi et al.   PATTERN RECOGNITION

ECG arrhythmia recognition via a neuro-SVM–KNN hybrid classifier with virtual QRS image-based geometrical features

(2011) M.R. Homaeinezhad et al.   EXPERT SYSTEMS WITH APPLICATIONS

Improvements on Twin Support Vector Machines

(2011) Yuan-Hai Shao et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Classification of electrocardiogram signals with support vector machines and genetic algorithms using power spectral features

(2010) A. Khazaee et al.   Biomedical Signal Processing and Control

Hybrid independent component analysis and twin support vector machine learning scheme for subtle gesture recognition

(2010) Ganesh R. Naik et al.   Biomedical Engineering-Biomedizinische Technik

Heartbeat Classification Using Feature Selection Driven by Database Generalization Criteria

(2010) Mariano Llamedo et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A review of electrocardiogram filtering

(2010) Shen Luo et al.   JOURNAL OF ELECTROCARDIOLOGY

Twin SVM for Gesture Classification Using the Surface Electromyogram

(2009) G.R. Naik et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Detection of premature ventricular contractions using MLP neural networks: A comparative study

(2009) Ataollah Ebrahimzadeh et al.   MEASUREMENT

Least squares twin support vector machines for pattern classification

(2008) M. Arun Kumar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Classification of Electrocardiogram Signals With Support Vector Machines and Particle Swarm Optimization

(2008) F. Melgani et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

RETRACTED: A new statistical PCA–ICA algorithm for location of R-peaks in ECG

(2007) M.P.S. Chawla et al.   INTERNATIONAL JOURNAL OF CARDIOLOGY