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Titlebook: Intelligent Systems Design and Applications; 18th International C Ajith Abraham,Aswani Kumar Cherukuri,Niketa Gandhi Conference proceedings

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Clinical Decision Support System for Neuro-Degenerative Disorders: An Optimal Feature Selective Clal methods to predict the class of Neuro-degenerative disease (Alzheimer’s, Parkinson’s or common) from the structural and physicochemical properties (1437 attributes respectively) of protein sequences extracted from genes. The Gene Set Enrichment Analysis database (GSEA db) was utilized to obtain th
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Favoring the k-Means Algorithm with Initialization Methods,l. The performance of the k-Means, however, is highly dependent on a ‘good’ initialization of the k group centers (centroids) as well as of the value assigned to the number (k) of groups the final clustering should have. This chapter addresses experiments using five initialization algorithms availab
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Multidimensional Crime Dataset Analysis, help of specialized functional systems and software. There are different areas where data analytics applications have been operated such as transportation, detection of fraud, city planning, health department, digital advertisement, etc. One of the key area of data analytics is in the crime world.
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Review and Analysis of Zero, One and Few Shot Learning Approaches,ertain tasks in domains such as visual concept learning. While humans can efficiently learn new concepts with just one or few exemplars, most current generation ML algorithms need . datasets to train for effective concept learning. Visual concept learning is especially data hungry as computer vision
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,Simulation of Friction Stir Welding of Aluminium Alloy AA5052 – Tailor Welded Blanks,of aluminum alloys is a major challenge. Friction stir welding (FSW) has been successful in producing metallurgically sound joints in identical and diverse aluminum alloys. The present work aims at developing a Finite element method, which was used to explore the maximum temperature (T.), contact st
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