Titlebook: Machine Intelligence for Smart Applications; Opportunities and Ri Amina Adadi,Saad Motahhir Book 2023 The Editor(s) (if applicable) and The

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Application of Machine Intelligence in Smart Societies: A Critical Review of the Opportunities and ks and challenges of using MI in smart societies, including ethical and legal issues, the potential for perpetuating biases and discrimination, and the need for robust regulation and governance. Finally, the chapter concludes by suggesting potential research directions and recommendations for future

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Convolutional Neural Network for Identification and Classification of Weeds in Buckwheat Cropsds the economic injury level (EIL) or does not exceed. The effectiveness of the proposed algorithm is confirmed by the rather high quality of the classifier predictions (the number of correct classifications for the initial set of 24 images is 87%) and the construction of the Confusion matrix.

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A Machine Learning Based Approach for Diagnosing Pneumonia with Boosting Techniquesgradient boosting machines (GBM), Ada boosters (AdaBoost), and extreme gradient machines (XGBoost). The proposed machine learning method achieved accuracy rates of 98.77% for the XGB and GBM classifiers. The performance of a model is evaluated by its accuracy, precision, and sensitivity.

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Securing Data Conveyance for Dynamic Source Routing Protocol by Using SDSR-ANNETG Techniqueop packet count) in order to select, the most secure and highest -quality route for data transmission between SN and DN. The simulation results have been shown the SDSR-ANNETG method gives high accuracy in detection of blockhole attack and forward attack in comparison with the S-DSR method. Besides,

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Regional Language Translator and Event Detection Using Natural Language Processinghis paper concentrates on various techniques used in language translation. In this proposed method using the NLP to convert the sentence into string and for the language translation. This paper uses the knuth morris pratt for searching the string and boyer moore horspool algorithm is used to find th

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