Titlebook: Stochastic Volatility and Realized Stochastic Volatility Models; Makoto Takahashi,Yasuhiro Omori,Toshiaki Watanabe Book 2023 The Author(s)

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Makoto Takahashi,Yasuhiro Omori,Toshiaki Watanabeman travels to all the given . cities but does not return to the city he started and each city is visited by salesman exactly once. However, a new problem of OTSP occur when the salesman does not visit all the given . cities, but only to visit . cities from the given . cities. This problem called .-

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Book 2023return error distribution and a realized volatility measurement equation. The concept of realized volatility, a newly established estimator of volatility using intraday returns data, is introduced, and a comprehensive description of the resulting realized stochastic volatility model is provided. The

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Stochastic Volatility and Realized Stochastic Volatility Models

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optimization techniques Particle Swarm Optimization (PSO) and recently developed Mine Blast Algorithm (MBA). The evaluation metrics include number of rules in the optimized rule-base, accuracy, and number of iterations to converge. Results indicate that ABC needs improvement in exploration strategy

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Makoto Takahashi,Yasuhiro Omori,Toshiaki Watanabethe current and future potential of applications of deep network techniques. Thus, there is a high potential for the use of Convolutional Neural Networks (CNN) for violence video classification, which has not been fully investigated and would be one of the interesting directions for future research

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Makoto Takahashi,Yasuhiro Omori,Toshiaki Watanabehe classification results show that the Decision Tree produces the highest accuracy rate of 91.63%, followed by the Neural Network, 91.01% and the Naïve Bayes produces the lowest accuracy rate of 89.46%. The results recommend using the Decision Tree or the Neural Network over the Naïve Bayes for dat

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Makoto Takahashi,Yasuhiro Omori,Toshiaki Watanabe Fuzzy TOPSIS is used to determine the alternative most suitable in relation to different selection criteria and z-number to present experts reability, this method can choose the best alternative from a number of alternatives based on some specific criteria. A numerical example on FMCDM is used to d

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