Titlebook: Soft Computing and Its Engineering Applications; 4th International Co Kanubhai K. Patel,K. C. Santosh,Ashish Ghosh Conference proceedings 2

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Oversampling Methods to Handle the Class Imbalance Problem: A Reviewn the other. The non-uniform distribution of the dataset has a significant impact on the classification models’ performance because they fail to detect a minority class instance. In this paper, we empirically reviewed five oversampling methods to address the class imbalance problem (CIP), including

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Analog Implementation of Neural Networkddition operations can be easily done by digital circuits but the power consumption and area occupied by processing units will drastically increase. The implementation of the same operations performed by analog circuits not only provides continuous interrupt-free operations but also reduces area and

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Designing Fog Device Network for Digitization of University Campustance of digitalization has been realized severely with the home isolation due to COVID-19 pandemic. Researchers have suggested on planning and designing the network of Fog devices to offer services nearby the edge devices. In this work, Fog device network design is proposed for a university campus

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Explainable AI for Predictive Analytics on Employee Attritionoyees becomes great challenge for every organization. Artificial Intelligence is extensively used in such cases to analyze the problem behind a company‘s low retention rate of valuable employees. The analysis can help organizations to build up strategies to deal with the problems of employees leavin

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Extraction of Single Chemical Structure from Handwritten Complex Chemical Structure with Junction Po geometry like a circle, line, hexagon, etc. When such complex graphics have drawn with free handwriting, it was very difficult to recognize it for inputting it into a computer system. Hence the recognition of handwritten complex chemical structure (HCCS) has challenges in the segmentation of each c

hematuria

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