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A Selective Ensemble Learning Framework for ECG-Based Heartbeat Classification with Imbalanced Data
会议论文
Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018
作者:
Ge, H.
;
Sun, K.
;
Sun, L.
;
Zhao, M.
;
Wu, C.
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2019/12/02
Bioinformatics
Biomedical signal processing
Data mining
Electrocardiography
Extraction
Feature extraction
Neural networks
Wavelet decomposition, Classification accuracy
Classifier diversities
Convolutional neural network
Diversity of classifiers
ECG Feature extractions
Heartbeat classifications
Multi-category classification
Wavelet Packet Decomposition, Classification (of information)
A novel ECG signal compression method using spindle convolutional auto-encoder
期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2019, 卷号: 175
作者:
Wang, Fei
;
Ma, Qiming
;
Liu, Wenhan
;
Chang, Sheng
;
Wang, Hao
收藏
  |  
浏览/下载:64/0
  |  
提交时间:2019/12/05
Electrocardiogram (ECG)
Signal compression
Spindle convolutional auto-encoder (SCAE)
Biomedical signal processing
Telehealth
Track Segment Association of Maneuvering Target Based on Expectation Maximization
会议论文
Proceedings - 2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2018, 2018-10-13
作者:
Sun, J.
;
Wang, N.
;
Zhang, Z.
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/30
Biomedical engineering
Extended Kalman filters
Genetic algorithms
Image segmentation
Maximum likelihood estimation
Maximum principle
Signal receivers
Target tracking
Expectation - maximizations
Expectation Maximization
Expectation-maximization algorithms
Maneuvering targets
Maximum likelihood sequence estimation
Rauch-tung-striebel smoothers
Track segments
Tracking process
Parameter estimation
Automatic Atrial Fibrillation Detection Based on Heart Rate Variability a Spectral Features
期刊论文
IEEE ACCESS, 2018, 卷号: 6
作者:
Mei, Zhenning
;
Gu, Xiao
;
Chen, Hongyu
;
Chen, Wei
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2019/12/05
Atrial fibrillation
ECG
heart rate variability
biomedical signal processing
machine learning
Near-binary multisine design with arbitrary sparse spectrum for fast BIS measurement
期刊论文
2018, 卷号: 12, 页码: 448-455
作者:
Zhang, Fu
;
Teng, Zhaosheng
;
Yang, Yuxiang
;
Li, Jianmin
;
Zhong, Haowen
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2019/12/20
electric impedance measurement
biomedical measurement
medical signal processing
constant current sources
NBM design
arbitrary sparse spectrum
fast BIS measurement
bioimpedance spectroscopy measurement
biological medical application
broadband excitation signal
signal-to-noise ratio
SNR
near-binary multisines generation
arbitrary sparse spectra
crest factor
quasilog-flat-19
current source
voltage source
sparse spectrum distribution
frequency 1 kHz to 1 MHz
time 1 ms
n
Power waveforms analysis of GNSS-R delay signals from beidou GEO satellite
会议论文
Proceedings - 2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2017
作者:
Islam, M.S.
;
Yang, D.-K.
;
Sikder, M.A.A.
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/30
Biomedical engineering
Global positioning system
Image processing
Radio communication
Radio navigation
Remote sensing
Salinity measurement
Satellites
Surface waters
Wind
Coherent integration
GNSS-R
Integration time
Power waveforms
Reflected signal
Scattered signals
Scattering model
Three parameters
Orbits
An Amplitudes-Perturbation Data Augmentation Method in Convolutional Neural Networks for EEG Decoding
会议论文
2018 International Conference on Information, Cybernetics, and Computational Social Systems, ICCSS 2018
作者:
Zhang, X.-R.
;
Lei, M.-Y.
;
Li, Y.
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/30
Brain computer interface
Convolution
Cutting tools
Decoding
Deep learning
Electroencephalography
Electrophysiology
Frequency domain analysis
Neural networks
Perturbation techniques
Convolutional neural network
Data augmentation
Frequency domains
Learning models
Neural information
Number of samples
Signal recognition
State of the art
Biomedical signal processing
An efficient adaptive algorithm for removal of impulse noises
会议论文
Proceedings - 2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2017
作者:
Wang, S.
;
Yue, T.
;
Lang, B.
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/30
Adaptive algorithms
Adaptive filtering
Biomedical engineering
Image processing
Nonlinear filtering
Average filter
Corrupted images
De-noising algorithm
Decision based filter
impluse noise
Original signal
Salt-Pepper noise
State of the art
Impulse noise
Maneuvering target tracking with extended set-membership filter for radar application
会议论文
Proceedings - 2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2017
作者:
Zhao, X.
;
Sun, J.
;
Zhang, Z.
;
Zhang, H.
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/30
Bandpass filters
Bearings (machine parts)
Biomedical engineering
Biomedical signal processing
Clutter (information theory)
Dynamical systems
Dynamics
Extended Kalman filters
Image processing
Nonlinear dynamical systems
Radar signal processing
Radar tracking
Ellipsoidal regions
Interacting multiple model algorithms
Maneuvering target tracking
Maneuvering targets
Set-membership filters
Tracking performance
Unknown but bounded
Unscented Kalman Filter
Target tracking
Near space maneuvering target detection based on polynomial Fourier transform and Lv's distribution
会议论文
Proceedings - 2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2017
作者:
Zhang, Y.
;
Cheng, Q.
;
Sun, J.
;
Zhang, H.
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/30
Biomedical engineering
Fourier optics
Fourier transforms
Image processing
Integration
Parameter estimation
Polynomials
Coherent integration
Doppler frequency
Fractional Fourier transforms
Low signal-to-noise ratio
Lv's distribution
Maneuvering targets
Near space
Target motion parameters
Signal to noise ratio
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