Titlebook: Novel Financial Applications of Machine Learning and Deep Learning; Algorithms, Product Mohammad Zoynul Abedin,Petr Hajek Book 2023 The Ed

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The Impact of Big Data on Accounting Practices: Empirical Evidence from Africaes in distinct forms and in real time. The use of big data for accounting is immobile in initial periods. However, academics have predicted that having high-quality accessible and accelerated in real time might lead to more comprehensive financial reporting. Literature on big data is inconclusive, t

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Using Outlier Modification Rule for Improvement of the Performance of Classification Algorithms in t, we analyze the performance of data analytics algorithms, such as Linear Discriminant Analysis (LDA), .-Nearest Neighbor (.-NN), Na?ve Bayes (NB) and Support Vector Machine (SVM), by comparing the original and modified datasets in the absence and presence of outliers. To generate modified dataset,

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Default Risk Prediction Based on Support Vector Machine and Logit Support Vector Machineault risk prediction model such as Logistic Regression and Support Vector Machine being known as LogitSVM (LSVM) to access the credit default risk. We apply three real-world credit databases to validate the probability and value of the proposed risk appraisal hybrid approaches. This chapter uses Typ