Automated Arrhythmia Detection Using War Strategy Optimization Enabled with Archimedes Optimization Algorithm and Rule-Based Classifiers

Heart arrhythmia is a life-threatening cardiological disorder that attacks due to imbalances in the heart's pulse rhythms. In this paper, we proposed a hybrid improved search ability-based integrated optimization algorithm named WSO-AOA: war search optimization and archimedes optimization algor...

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Veröffentlicht in:	SN computer science Jg. 6; H. 1; S. 70
Hauptverfasser:	Sahoo, Prakash Chandra, Pattnaik, Binod Kumar
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Singapore Springer Nature Singapore 07.01.2025 Springer Nature B.V
Schlagworte:	Accuracy Adaptive systems Algorithms Arrhythmia Automation Cardiac arrhythmia Classification Computer Imaging Computer Science Computer Systems Organization and Communication Networks Data Structures and Information Theory Datasets Decomposition Deep learning Electrocardiography Embedded systems Entropy Feature extraction Fuzzy logic Health care facilities Heart failure Independent component analysis Information Systems and Communication Service Internet of medical things Machine learning Military strategy Neural networks Optimization Optimization algorithms Original Research Patients Pattern Recognition and Graphics Sinuses Software Engineering/Programming and Operating Systems Support vector machines Unleashing the Advances in ICT for Digital Transformation through Data Engineering and Data Analytics Vision Wavelet transforms F-1 score and AUC ELANFIS Archimedes optimization War search optimization Wavelet packet transform
ISSN:	2661-8907, 2662-995X, 2661-8907
Online-Zugang:	Volltext
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