On the classification of ecg and eeg signals with various degrees of dimensionality reduction

被引：0

作者：

Fira, Monica ^{[1
]}

Costin, Hariton-Nicolae ^{[1
,2
]}

Goraș, Liviu ^{[1
,3
]}

机构：

[1] Institute of Computer Science, Romanian Academy, Iasi,700481, Romania

[2] Faculty of Medical Bioengineering, Grigore T. Popa University of Medicine and Pharmacy of Iasi, Iasi,700115, Romania

[3] Faculty of Electronics, Telecomunications & Information Technology, Gheorghe Asachi Technical University of Iasi, Iasi,700050, Romania

来源：

Biosensors | 2021年 / 11卷 / 05期

关键词：

All Open Access; Gold; Green;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

Compressed sensing

引用

共 50 条

[1] On the Classification of ECG and EEG Signals with Various Degrees of Dimensionality Reduction
Fira, Monica
Costin, Hariton-Nicolae
Goras, Liviu
[J]. BIOSENSORS-BASEL, 2021, 11 (05):
[2] On the Classification of ECG Signals Subject to Various Degrees of Dimensionality Reduction
Fira, Monica
Goras, Liviu
[J]. 2020 INTERNATIONAL CONFERENCE ON E-HEALTH AND BIOENGINEERING (EHB), 2020,
[3] On Some Methods for Dimensionality Reduction of ECG Signals
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[J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2019, 10 (09) : 326 - 331
[4] An Evaluation of Dimensionality Reduction and Classification Techniques for Cardiac Disease Diagnosis from ECG Signals with Various Deep Learning Classifiers
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[J]. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2024,
[5] Wavelet based dictionaries for dimensionality reduction of ECG signals
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[J]. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2019, 54
[6] ECG and EEG Pattern Classifications and Dimensionality Reduction with Laplacian Eigenmaps
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[J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (03) : 42 - 48
[7] Dimensionality Reduction for ECG Signals; Laplacian Eigenmaps and Locality Preserving Projections
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[J]. 2019 INTERNATIONAL SYMPOSIUM ON SIGNALS, CIRCUITS AND SYSTEMS (ISSCS 2019), 2019,
[8] Probabilistic principal component analysis-based dimensionality reduction and optimization for arrhythmia classification using ECG signals
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[J]. BIO-ALGORITHMS AND MED-SYSTEMS, 2019, 15 (01)
[9] DIMENSIONALITY REDUCTION FOR EEG CLASSIFICATION USING MUTUAL INFORMATION AND SVM
Guerrero-Mosquera, Carlos
Verleysen, Michel
Navia Vazquez, Angel
[J]. 2011 IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP), 2011,
[10] Classification of Various Facial Movement Artifacts in EEG Signals
Pourzare, Shahin
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Kayikcioglu, Temel
[J]. 2012 35TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP), 2012, : 529 - 533

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