Titlebook: Machine Learning and Metaheuristics: Methods and Analysis; Uma N. Dulhare,Essam Halim Houssein Book 2023 The Editor(s) (if applicable) and

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Optimization Technique Used in Biomedical for Qualitative Sleep Analysis,experience. The accurate qualitative measurement of sleep is a challenging engineering and clinical problem. Qualitative measurement of sleep is a critical process that uses a huge number of parameters for assessing sleep stages and sleep cycles. The clinical sleep analysis uses Polysomnography (PSG

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Stochastic Optimization of Renewable Energy Sources in Distribution Networks,apter introduces three metaheuristic algorithms—arithmetic optimization algorithm (AOA), slime mold algorithm (SMA), and beluga whale optimization (BWO)—to obtain the preferable sizing and placement of wind turbine (WT) and photovoltaic (PV) units in Radial Distribution System (RDS). In this chapter

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Metaheuristic Algorithms for the Classification and Prediction of Skin Lesions: A Comprehensive Revation of skin lesions and extraction of features becomes a more important issue. Accuracy in classification is one of the major drawbacks in many of the systems found in the literature. Many of the researchers have suggested binary classification which may not be sufficient for diagnosing various sk

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Fuzzy Logic Controller-Based Off-Grid Solar Water Pumping System,h as lighting, off-grid systems, and pumping the water in remote places. Water irrigation systems have been developed and tested throughout India. This chapter discusses the design, modeling, and evaluation of an off-grid solar pumping system powered by a 3-Ф induction motor (IM). The size of the so

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Memristors: A Missing Element is a Boon Toward the Development of Neuromorphic Computing and AI,telligence and in assisting patients with autism disorders. Memristors possess unique capabilities such as simultaneous programming and data storage, emulation of brain cell behavior, and power-independent stability, making them a promising component. The chapter aims to delve into the manufacturing