Titlebook: Intelligent Human Computer Interaction; 12th International C Madhusudan Singh,Dae-Ki Kang,Wan-Young Chung Conference proceedings 2021 Sprin

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A Study on Comparative Analysis of the Effect of Applying DropOut and DropConnect to Deep Neural Nethe effect of applying DropOut and DropConnect to neural networks in terms of loss and the accuracy of the trained model. It is also expected to help to design the structure of deep neural networks by effectively applying DropOut and DropConnect to control overfitting in the training of machine learning models.

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Analysis of Streaming Information Using Subscriber-Publisher Architectureions on a variety of use cases which can be advantageous for the society. These algorithms have been examined on the basis of time to calculate speed of data production thereby providing an idea as to which algorithm is advantageous for anticipating the power consumption of a household.

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A Correlation Analysis Between Cognitive Process and Knowledge Dimension in Software Engineering by neering is performed. Each question item is first classified along the knowledge dimension and cognitive processes from RBT. The results of the Chi-Square test shows that both dimensions are significantly correlated.

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Fraudulent Practices in Dispensing Units and Remedieslivering is established, understand dispensing unit in the retail outlet of Petroleum products in responding to short volume, which is used for fraudulent practice and triggering methods. Then explored concepts are structured as theory for the short delivery which is to propose the secure system to prevent fraud.

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