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Titlebook: Smart Technologies in Urban Engineering; Proceedings of STUE- Olga Arsenyeva,Tetyana Romanova,Yevgen Tsegelnyk Conference proceedings 2023

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Sergei Kurennov,Konstantin Barakhov,Igor Taranenko,Kristina Vernadska,Hanna Barakhova
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Ensemble Tweets Emotion Detection Model Using Transformer Based Architecture, Support Vector Machine, Long Short-Term Memory (LSTM) and Support Vector Machine (SVM) for detecting user’s emotion. The three trained model are loaded from the local repository and stack together by comparing their predictions and selecting the majority vote approach. This study performs emotional analysis on imbalanced
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Students’ Subscribers Ranking of Mobile Network Operators Using Analytical Hierarchical Process Plan, Quality of calls and Internet speed and got the values of 0.24725, 0.11884, 0.11553, 0.04342, 0.02509 respectively in that order. Also, GLO is found to be the most preferable mobile network operator with a numerical weight of 0.45466 with 9mobile (0.24006), Airtel (0.18609) and MTN (0.08417)
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Method of Integral Gradients for Searching Global Extremum of Multivariable Functions (Procedure Impform of Taylor-Maclaurin power series. That is, for those for which integration in degree “.” can be performed analytically. The result of the defined is presented by algebraic analogues of asymptotic expressions for the global extremum and its coordinates. It is shown that the implementation of the
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Numerical Implementation of Multidimensional Functions Extremum Search Carlo method for multi-dimensional problems. The positivity of this position is confirmed by the test examples presented, which were performed on well-known test functions such as the Booth function, the Himmelblau function, and the six-hump camel function. Based on the results obtained, a series o
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