Abstract
Nowadays, RPA robots are increasingly used in daily office tasks such as finance and human resources. They play an increasingly important role in realizing office automation, which can improve work efficiency and reduce labor costs. In order to improve the efficiency of budget management and save human resources, this paper conducts related research based on the multiview recognition technology of network communication integration, combined with RPA in artificial intelligence technology. In the method part, this article introduces the mode of network communication integration and the principles that should be followed, as well as the related processes of RPA. In the algorithm, this paper introduces an integrated algorithm based on ELM. In the experimental part, this article predicts the performance of each model, compares identification functions with different signal‐to‐voice signals, and compares timing functions on different signal‐to‐voice signals, periodic transmission mode indicators, recognition rates of different kernel functions, and comparison of average recognition rates and multiview recognition rate comprehensive analysis of these multiple aspects. Under the same conditions, the recognition rate of some angles is lower than other angles; 0 degrees, 18 degrees, 126 degrees, and 180 degrees are slightly lower than other angles, which will affect the average recognition rate of the entire recognition. But for multiview gait features, considering the influence of each angle on the recognition rate, the characteristics of each angle are merged together, so that the recognition rate is significantly higher than the average recognition rate of 11 angles. It can be seen that multiview recognition based on network communication integration does have obvious effects on RPA and artificial intelligence in budget management and can improve the efficiency of budget management. The multiperspective recognition technology designed in this study can realize modernization and digitization in budget management.
Highlights
The world economy has entered the era of knowledge economy, and budget has gradually developed into comprehensive budget management with the continuous evolution of enterprise needs
This article predicts the performance of each model, comparison of recognition performance under different signal-to-noise ratios, comparison of time performance under different signal-to-noise ratios, periodic transmission mode indicators, recognition rates of different kernel functions, and comparison of average recognition rates and multiview recognition rate comprehensive analysis of these multiple aspects
The method proposed in this paper avoids the dependence of the first two methods on spatial location information and directly uses the visual features of the target area for multiview association, so that it knows the combination of multi-image works and imagination, so this method can further improve the recall rate; secondly, this method the multiview target matching is transformed into the maximum posterior probability problem based on the structural constraints of the human body block area, and the multiview target matching result is obtained through the optimal solution, so it can effectively solve the detection difficulty caused by the multitarget occlusion
Summary
The world economy has entered the era of knowledge economy, and budget has gradually developed into comprehensive budget management with the continuous evolution of enterprise needs. In order to gain a foothold in the increasingly fierce competitive environment and achieve good development, the company started to give more importance to corporate governance. As a modern management method, comprehensive budget management is being used by more and more companies, and more and more companies have benefited. Compared with western developed countries, my country’s comprehensive budget management started late. As some central enterprises and state-owned enterprises have achieved good economic benefits through comprehensive budget management, comprehensive budget management is being accepted by more and more enterprises. Network communication integration is to integrate various separated equipment, functions, and information into interrelated, unified, and coordinated systems through
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