Search results for "kernel density estimation function"

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Hybrid chaotic firefly decision making model for Parkinson’s disease diagnosis

2020

Parkinson’s disease is found as a progressive neurodegenerative condition which affects motor circuit by the loss of up to 70% of dopaminergic neurons. Thus, diagnosing the early stages of incidence is of great importance. In this article, a novel chaos-based stochastic model is proposed by combining the characteristics of chaotic firefly algorithm with Kernel-based Naïve Bayes (KNB) algorithm for diagnosis of Parkinson’s disease at an early stage. The efficiency of the model is tested on a voice measurement dataset that is collected from “UC Irvine Machine Learning Repository.” The dynamics of chaos optimization algorithm will enhance the firefly algorithm by introducing six types of chao…

Firefly protocolParkinson's diseasekernel density estimation functionComputer Networks and CommunicationsComputer scienceDopaminergicGeneral EngineeringChaotic020206 networking & telecommunications02 engineering and technologymedicine.diseaseChaos theorylcsh:QA75.5-76.95chaotic mapscalibration measure0202 electrical engineering electronic engineering information engineeringmedicine020201 artificial intelligence & image processinglcsh:Electronic computers. Computer sciencereceiver operating characteristic curvemetaheuristic algorithmNeuroscienceInternational Journal of Distributed Sensor Networks
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