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BDSIC '22: Proceedings of the 2022 4th International Conference on Big-data Service and Intelligent Computation
ACM2022 Proceeding
Publisher:
  • Association for Computing Machinery
  • New York
  • NY
  • United States
Conference:
BDSIC 2022: 2022 4th International Conference on Big-data Service and Intelligent Computation Xiamen China November 25 - 27, 2022
ISBN:
978-1-4503-9707-0
Published:
13 March 2023
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SESSION: Session I - Data Model and Image Analysis
research-article
YOLO-CFM: Improved YOLOv5 for Vehicle Detection in Drone-captured Infrared Images

Drone-based vehicle detection is a significant task in aerial images. It helps the city empower traffic management and disaster rescue. When drones navigate in different altitude, the objects scale change violently. Moreover, the objects are hard to ...

research-article
Attention focuses on node information: An improved Graph Transformer for traffic prediction

As a classic spatio-temporal problem, the challenge of traffic prediction is to extract the correlation information of data changes in the time dimension of each node on the graph and data changes between nodes simultaneously. Existing traffic ...

research-article
5G Software-defined Networks for Power Internet of things

The combination of 5G and smart grid will produce a strong chemical reaction, accelerating the digital transformation of the power industry and realizing accurate, efficient and safe operation and maintenance of the power industry. The power system has ...

research-article
Pacing Strategies of Power Output Distribution Based on Optimization Modelling

This paper helps cyclists obtain optimal pacing strategies. This paper establishes objective optimization models under various conditions and obtain optimal power output distribution which provides reference for cyclists. This paper uses hyperbolic ...

research-article
Air-Cell Segmentation Algorithm of the Breeding Egg Based on Attention and Lightweight DeeplabV3+

The monitoring accuracy and efficiency of the hatching process of hatching eggs can be realized by accurately and fast judging the changes of the air-cell. Aiming at the problem of air-cell segmentation of the egg-candling image, according to the nature ...

SESSION: Session II - Big Data Storage and Management
research-article
Research on Satellite-borne Big-data Storage System

Based on the development trend of satellite-borne remote sensing data storage technology and the characteristics of satellite-borne solid-state memory, a satellite-borne big-data storage system is studied and designed to meet the requirements of future ...

research-article
Research on Green Supply Chain Decision-Making Based on Blockchain to Eliminate the Risk of Energy Efficiency Data Fraud

Abstract: Falsification of product energy efficiency data affects the accuracy of carbon footprint tracking in green supply chain, and is not conducive to the achievement of carbon neutrality goals. Therefore, applying blockchain technology to eliminate ...

research-article
Research on the Application of Energy Wisdom Based on Power Iot and Big Data

Energy is an important symbol of the progress of human civilization, social development and economic level of the improvement of power resources and environmental requirements are increasingly high, currently China is weak in this area. Therefore, big ...

SESSION: Session III - Data Modeling and Calculation
research-article
Data Modeling and Analysis of Line Loss Management at the Same Time in Distribution Through-Platform Area

The core competitiveness of a power grid enterprise depends on the quality of its services, and the importance of ensuring the reliability of power supply to customers is self-evident to the operation and management of the grid. In recent years, with ...

research-article
Comparative study on carbon price forecast based on LSTM and ARIMA model

With the improvement of China's carbon emissions trading market, more attention is paid to the prediction of trading price. Based on the average monthly transaction price of Beijing carbon market, this paper constructs ARIMA(Autoregressive Integrated ...

research-article
Optimization Design of Electric Power Marketing System Based on Data Mining Technology

Data mining technology has a wide range of applications in the current era, especially for electric power companies. As the power marketing decision-making system involves more data, there are often some cases of incomplete data collection and incorrect ...

research-article
Relationship between Governance Structure and Performance Based on the Application of XGBoost Algorithm

The purpose of this paper is to investigate the relationship between the governance structure and performance of commercial banks, and to optimize the governance structure of listed commercial banks and thus promote the overall performance of listed ...

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