Atlantis Highlights in Intelligent Systems
847 articles
Proceedings Article
Research on Green Innovation and Corporate Performance: an Empirical Study Based on Listed Companies in China
Xiaofeng Liang
This study explores the relationship between green innovation and firm performance among Chinese listed companies, focusing on the moderating effects of organizational redundancy, dynamic capabilities, government subsidies, and environmental regulations[17][18][19]. Using data from A-share listed manufacturing...
Proceedings Article
Evaluation of Local Transformation Ability of Technological Achievements Based on Entropy Method
Xiaoyu Wang, Yuxin Zhao, Qian Wang
The transformation of technological achievements is an important task for the national economy. It transforms technological achievements into actual productivity. In this paper, the entropy method is used to take the technological achievements of Dalian, Liaoning as the research object, and the local...
Proceedings Article
Research of drowning autonomous rescue product based on swallowing monitoring
Xi Zeng, Ruiwen Yang, Huabing Zhou
To find a better self-rescue way for sudden drowning swimmers through the redesign of drowning self-rescue products. Based on the self-rescue needs of drowning patients and the design and evaluation criteria of product ergonomics, the situation analysis method was used to record, evaluate and summarize...
Proceedings Article
Overview of water supply operation and maintenance management service system
Shixiang Chen
In order to solve the problems of backward management level, lack of professional and technical personnel, high effluent quality requirements and equipment operation and maintenance management of traditional water supply production enterprises, it is necessary to study a set of operation and maintenance...
Proceedings Article
Multi-Sensor Fusion of the Foreleg Mechanism for Wheelchair Climbing-Stairs
Dongxing Cao, Weixiang Di, Qiang Wang, Minfei Li
The foreleg mechanism plays an important role to carry out climbing stairs and crossing obstacles for wheelchair climbing-stairs. Multi-sensors are placed on different site of the foreleg mechanism, and their measurement values timely decide and control the foreleg position and posture change. The driver...
Proceedings Article
The Research on Innovative Application of Blockchain Technology in Sharing Economy
Bin Zhong
In the era of information technology, the sharing economy has become the norm, and the generation of artificial intelligence is inseparable from the synthesis of blockchain technology. Correctly understanding and mastering blockchain technology has a strong practical guiding significance for industrial...
Proceedings Article
Gait Analysis Approaches
Mohd Irfan
The Internet of Things (IoT) has brought significant advancements in health monitoring by creating smart environments where interconnected devices can collect and share health data in real-time. IoT systems can integrate various data sources, offering a comprehensive view of an individual’s health status....
Proceedings Article
3D Creative Design of Cheetah Running Form
Ziwei Xu
In recent years, 3D printing technology has been developing rapidly, which not only helps the development of science and technology industry, but also promotes the progress of cultural and creative undertakings in China. Cultural and creative products are widely loved by people because of their unique...
Proceedings Article
Design of a Visual Traffic Management System for Smart Cities Based on Digital Twin Technology
Nan Sheng, Qi Chen
With regard to the current socio-economic situation, the traditional means of road traffic management can no longer adapt to the current speed of global information development. Intelligent traffic management, which responds to the practical needs of the history of intelligent traffic management, is...
Proceedings Article
A Study on the Impact of High-Speed Rail Opening on the Development of Tourism in Chengdu Based on the Gray Prediction Model
Guanghong Li, Yuan Hu
High-speed rail is an important catalyst for urban development and has a huge impact on the realization of urban tourism benefits and economic development. Through the establishment of regression analysis equation and grey prediction model, combined with the comparison with and without, this paper empirically...
Proceedings Article
The Design of Intelligent Low Voltage Circuit Breaker Remote Data Monitoring System
Fei Wang, Fohao Yang, Caihong Su, Naiqi He
This paper designs a remote data monitoring system for intelligent low voltage circuit breaker. Data collector collects various state parameters such as current, voltage and opening or closing state of each phase from intelligent low voltage circuit breaker by RS485 bus and uploads to master station...
Proceedings Article
Comparative Study of LSTM and Transformer for A-Share Stock Price Prediction
Zhuoran Lin
Forecasting stock prices in capital markets holds great significance for the economic development and social stability of a country, necessitating a robust predictive model. This study presents a comprehensive comparison between Long Short-Term Memory (LSTM) and Transformer neural network architectures...
Proceedings Article
Implementation of Adaptive PSODV to Improved Benders Decomposition Based Unit Commitment
M. Ramu, L. Ravi Srinivas, S. Tara Kalyani
This paper aims at the latest approach for solving the security-constrained unit commitment problem (UCP) dependent on Improved Benders Decomposition (IBD) to Adaptive Particle swarm optimization with differentially perturbed velocity (APSODV). The proposed IBD determines the optimal unit commitment...
Proceedings Article
A Stackelberg Game-Based Study on Carbon Neutrality-Oriented Operational Strategies for Third-Party Distribution Centers
Shasha Wu, Chengfeng Liu, Chenqiao Gao, Jiaxiao Fu, Dong Su
With the intensification of global climate change, carbon neutrality has become a global priority. As a high-energy-consumption and high-carbon-emission sector, the logistics industry’s green and low-carbon transformation is critical to achieving carbon neutrality goals. Third-party distribution centers...
Proceedings Article
Research on water special life jacket based on AEIOU method
Xi Zeng, Chenchen Lin, Huabing Zhou
Through the design and research of the water special life jacket, to provide better rescue equipment for rescuers, to solve the problem of high casualty rate and low success rate of rescue operations. The AEIOU approach is used to assess the crucial components of water rescue, research the behavior of...
Proceedings Article
Intelligent Foundation Pit based on Digital Twin Technology Safety Monitoring and Prediction
Jingxian Sun, Cheng Zhang, Shen Luo, Fei Meng, Jian Gao, Jinyuan Wu, Chaowen Xie, Tianheng Guo
With the increasing scale of foundation pit engineering, construction constraints are becoming more and more complex, under this background, it is urgent to carry out automatic monitoring and safety control of foundation pit Taking Tagang Village foundation pit project in Zengcheng District of Guangzhou...
Proceedings Article
FPGA Software Design for the Missile-borne Computer with DSP and FPGA as Its Core
Tao Yang, Jinpeng Yang, Shuaibing Wang, Ling Li
In order to meet the requirement of stability, real-time performance and miniaturization, a missile-borne computer with DSP and FPGA as its core processor is designed. FPGA communicates with DSP via EMIF for extension of various peripheral interfaces, including the serial port, AD converter and IO operation....
Proceedings Article
Human Gait and Science
Mohd Irfan, Nagender Kumar Suryadevara
Observational and vision-based gait analysis involves the systematic examination of an individual’s walking patterns through visual assessment and advanced imaging techniques. This chapter presents the science and technological methods that enable the detailed observation of movement dynamics, allowing...
Proceedings Article
An Adapted NSGA-II Algorithm for Integrated Timetabling and Bus Packing Problems: a Case of Pilgrims Transportation Problem
Ines Sbai, Saoussen Krichen, Islam Elgammal
Every year Saudi Arabia receives millions of Muslims which come from all over the world to perform religious rituals of Hajj (Pilgrimage) during Hajj seasons. Therefore, planning an efficient transportation system is important to facilitate pilgrims / bus movement between holly cities (Makka, Mina, Mozdalifah...
Proceedings Article
The Impact of Covid-19 on Chinese Insurance Market
Lingxi Huang
In 2020, the Covid-19 spreads around the world, this research focuses on the influences of Covid on the Chinese insurance market. By using theoretical and data analysis, this study finds that this pandemic has negative impact on the market in the short term. There is a sharp decrease in the total premium...
Proceedings Article
Research on Spatial Layout and Use Perception of Public Service Facilities in County Towns Based on POI Data - Taking Shiquan County as an Example
Xiaojun Yang, Lei Huang, Qian Liu, Shen Li
In order to improve the quality of
life of county residents, we need to attach importance to the rational planning of public service facilities in county towns, which will promote the development of urban and rural planning and the construction of smart cities. This paper selects the public service...
Proceedings Article
Comprehensive Evaluation of Distribution Network Project Cost Management Effectiveness Based on Big Data
Xiang Gao, Yuanke Zhou, Yue Tang, Jinghua Liu
Due to the particularity of distribution network, its engineering construction management is very important. According to the content and characteristics of distribution network project cost management, this paper first establishes the effectiveness evaluation index system of distribution network project...
Proceedings Article
Billing System Design of Cloud Services
Benzhi Sui, Qiuquan Li, Jun Wen, Yuanzhe Yao
Cloud computing can provide scalable computing power, storage space, and information services for a variety of applications. It has dynamic scalability, fault-tolerance and availability, which require a large number of nodes to provide support. Providing corresponding compensation mechanisms for the...
Proceedings Article
The Correlation Between Environmental, Social and Governance Disclosure Scores and Company’s Financial Performance: A Case Study Based on Regression Model
Yizhe Jing
With the rapid development of machine learning and big data techniques, modelling and predictive analysis have been applied broadly in the financial area. From stock market prediction [11] to decision making support for financial institutions [9], researchers have shown that machine learning and big...
Proceedings Article
Carbon Pledge Policy and Financing Constraints for Enterprises in the Electric Power Industry
Jiayi Yang
China has proposed dual carbon targets to promote green transformation. This article uses a difference in differences (DID) model to evaluate the impact of carbon emission pledge loan policies on financing constraints in the power industry. Research has found that this policy significantly reduces the...
Proceedings Article
Design and Research of Tableware Cleaning Machine Based on Kano Model
Xi Zeng, Qi Wang, Huabing Zhou, Wanting Chen
Objective To improve the efficiency and cleaning power of current cleaning machine, enhance the sense of user experience, and commit to the continuous progress and development of society. Methods Based on the Kano model, the paper discusses the user needs of the tableware cleaning machine, sorts the...
Proceedings Article
How do artificial intelligence applications affect the performance of intelligent manufacturing enterprises-- Research from the Perspective of Human Capital Structure
Zeshuang Liu, Jiayi Li
The use of artificial intelligence technology can bring economic benefits to intelligent manufacturing enterprises. However, it can also lead to changes in the human capital structure of these enterprises due to the substitution and complementary collaboration of artificial intelligence with human work....
Proceedings Article
Prototype Wind Turbine Design
Dilek Özlem Esen, Serkan Keskin
Wind energy, which has a high potential in renewable energy sources, has a capacity to meet the rapidly growing energy need. In a wide variety of fields and different types of turbines, the wind energy we use can easily be used in low-voltage devices such as simple household appliances. Within the context...
Proceedings Article
Can Digital Inclusive Finance Improve Business Export Resilience?
Yurou Liu
Export resilience is an important foundation for firms’ trade growth and sustainable development, and a strong support for maintaining the global competitiveness of manufacturing industries. This paper explores the intrinsic relationship among digital inclusive finance (DIF), level of financing constraints,...
Proceedings Article
Optimal Allocation of Battery Energy Storage Systems in Active Distribution Network
Deepjyoti Saha, Sanjib Ganguly
This work presents an approach of finding the optimal location and size of battery energy storage system (BESS) in a distribution network with distributed generation (DG) in order to reduce distribution system losses and control of voltage rise due to DG fluctuation. The optimal site and size of the...
Proceedings Article
AI-Powered Real-Time Gait Detection Using LiDAR for Healthcare Monitoring
Anuroop Gaddam, Muhammad Zeeshan Khan, Dhananjay Thiruvady
Leveraging the advanced capabilities of AI, real-time detection of gait anomalies through LiDAR technology is revolutionizing healthcare monitoring. This innovative approach enables precise and immediate assessment of patients’ walking patterns, highlighting deviations that may indicate underlying health...
Proceedings Article
Logit Analysis of Residents’ Life Satisfaction Based on Big Data
Jia Huang
Based on six waves of pooled cross-sectional survey data from the second (1990) wave to the seventh (2018) wave of the World Values Survey (WVS) database, this paper uses the statistical software Stata to conduct an ordinal logit analysis on the collated data with reference to the Life Satisfaction Approach....
Proceedings Article
The Moderating Effect of Proprietary Assets on International Performance in the Context of Digital Economy
Hai Tan, Shih-Yung Wei
China’s 14th Five-Year Plan calls for the development of China’s strategic emerging industries to promote high-quality development of the country’s digital economy and artificial intelligence. At present, China’s strategic emerging industry compared with Europe and the United States and other developed...
Proceedings Article
Indoor Position Monitoring System Using UWB Module
JaeMin Hong, ShinHeon Kim, JeaGeun Lee, KyuJin Kim, ChongGun Kim
Recently, indoor positioning has been actively researched, and methods using Wi-Fi have been widely studied. However, indoor positioning using Wi-Fi has a lot of problems. Therefore UWB is an alternative method. UWB is suitable for indoor positioning because of its high multipath resolution and good...
Proceedings Article
A Neural Network Approach to Explaining Donation Behavior
Yuxin Liu, Xianjia Wang
When a call for help occurs, people are more likely to donate to members of the in-group. Taking college students as a special group, an experimental scheme including donation situation scale, altruistic personality scale, warm glow scale, empathy scale and donation willingness scale was designed, and...
Proceedings Article
The Impact of Sino-US Trade Frictions on Foreign Trade in the Yangtze River Delta Region
Ju Yang, Tinglu Guo
As an important region of China’s foreign trade, Sino-US trade frictions will have a certain impact on the development of foreign trade in the Yangtze River Delta region. In order to test the impact of Sino-US trade friction on the import and export trade of the Yangtze River Delta region, a mathematical...
Proceedings Article
Research on 3D Digital Ink Art
Wenjun Lu, Juan Li
Ink painting belongs to the foundation of Chinese traditional art works, and in the development history of thousands of years, oriental techniques based on ink painting techniques have gradually formed. Ink painting relies on its own boldness and softness, refinement and sprinkling to draw objects and...
Proceedings Article
Optimization of Fixed Shading Systems for Educational Buildings in Hot Summer and Cold Winter Climatic Zones
Jiaoyuan Yao, Yaobin Deng, Bailing Zhou
This study investigates the energy-saving potential of fixed shading systems in educational buildings located in hot summer and cold winter zones through multi-scenario energy consumption simulations. The key findings reveal the adaptability of shading types, with Combined Horizontal and Vertical Shading...
Proceedings Article
Safety Operation Simulation of Teaching Robot Based on VIRTOOLS
Liang Zhang, Rong Che, Wensheng Huang, Bin Shen
At present, various colleges and universities have extensively carried out practical training courses for industrial robots. If students are trained entirely in actual equipment, they will be limited by the number of venues, equipment, complex structure, operation frequency and use safety. This requires...
Proceedings Article
Application of Blockchain Technology in College Teacher Evaluation System
Jieyu An, Binfen Ding
The teacher evaluation system is a comprehensive information system for teachers and students of the whole school based on the management practice of higher education, using advanced design ideas and technologies. The system effectively overcomes practical problems such as high pressure of evaluation...
Proceedings Article
Research on the Development of Intelligent Transportation Based on Smart City
Yawen Tang, Yuhan Xiong, Wan Yu, Chuyun Tian, Zhengde Bao
With the progress of human society during the 21st century, the continuous innovation and development of networking, digitization, intelligence, information and automation have promoted the emergence of smart cities. At present, China is in an essential period of new urbanization and the rapid development...
Proceedings Article
Volumetric Quantification of Stroke Lesions Using DW-MRI and 3D U-Net Approach
Wanis Barreh, Ines Ben Alaya, Rayhane Ben Amor, Iyadh Riahi, Ridha Ben Salah
Diffusion-Weighted Magnetic Resonance Imaging (DW-MRI) is an effective method for early ischemic stroke detection, often identifying strokes within the first few minutes of onset. Additionally, it enables the quantification of lesion volume, which is a critical factor in determining whether to proceed...
Proceedings Article
Comparative Review of Machine Learning and Deep Learning Techniques for Texture Classification
Shantanu Kumar, Amey Gupta
In this paper, we present a review and analysis of different methods and resources for texture classification, presenting the most popular techniques that have been used in the past decade. The paper covers some of the most traditional approaches involving texture descriptors like Gray Level Co-occurrence...
Proceedings Article
Fuzzy Clustering Prediction and Improvement Path Analysis of University Students’ Physique
Jinmao Tong, Fei Wang
It is difficult for traditional methods to enter the fields of biology, psychology, medicine and social sciences because there are too many factors and complicated rules in these disciplines. Complexity and accuracy often exclude each other, but complexity is compatible with inaccuracy, namely fuzziness....
Proceedings Article
Research on Active Firefighting Robot Navigation Based on the Improved AUKF Algorithm
Hubin Du, Qiuyu Li, Tanglong Chen, Yongtao Liu, Hengyuan Zhang, Ziqian Guan
It is difficult for autonomous mobile robots to rely on a single positioning method to obtain accurate pose information in complex indoor environments, so the real-time pose of the robot is generally obtained through multi-source fusion positioning during navigation. However, in the fusion localization...
Proceedings Article
Human Gait Anomaly Detection Using LiDAR for Healthcare Monitoring
Anuroop Gaddam, Muhammad Zeeshan Khan, Dhananjay Thiruvady
This chapter presents the AI-Driven Real-Time detection of Gait anomalies utilizing LiDAR Technology for Advanced Healthcare Monitoring. This innovative approach leverages cutting-edge artificial intelligence and sophisticated Light Detection and Ranging technology to track and analyze individuals’ gait...
Proceedings Article
Evaluation of Green Development Level of Logistics Industry in Hubei Province under the “Dual Carbon” Goals
Siyun Peng, Yuanxing Yin, Jiawei Wang, Miao Zhou, Xinyi Gong
In the context of the “dual carbon” goals, the green development of the logistics industry has become a key research focus. As a critical component of sustainable development, green logistics plays a vital role in alleviating the pressure of energy conservation and emission reduction. To facilitate the...
Proceedings Article
Research on Overseas Technology Mergers and Acquisitions Based on Big Data Mining Technology
Ling Xu
The dual ability of enterprises is the core competitiveness of enterprises. Faced with the weak innovation ability of enterprises, many enterprises have carried out overseas technology mergers and acquisitions to improve their technical ability. Based on CiteSpace visualization software, this paper makes...
Proceedings Article
Recent Research and Prospect on Feature Recognition of Three-dimensional Model
Yangdong Shi, Zhaohui Deng, Junwu Zhong
A feature recognition technique is the intelligent interface of CAD/CAPP. Through extracting and recognizing the tolerance and surface roughness, the design features such asholes, steps and other design features in a 3D model of parts, the CAD/CAPP can be combined efficiently, and then the CAD/CAPP/CAM...
Proceedings Article
Design and kinematics Analysis of Folding Mechanism of Patient Stretcher
Shaoxin Wen, Xinzui Wang, Fucheng Cao, Hui Fu
The transfer and transportation of patients have always been important issues in home care and hospital care. With the acceleration of the world’s aging population, the number of disabled and semi disabled elderly people is constantly expanding, and this problem is becoming increasingly prominent. In...
Proceedings Article
Research on fusion and integration method of BIM and GIS data
Shutao Dong, Xiangshang Wang, Feifei Zhao, Jianguang Zhang, Chunlin Li, Jianuo Wang
Building Information Model (BIM) provides a detailed description of various information throughout the lifecycle of a micro building, but it lacks the expression of macro geographical scene and has insufficient spatial analysis capability, while 3D Geographic Information Systems (GIS) focuses on describing...
Proceedings Article
Research on the Correlation Between Internal Control and Corporate Performance of Listed Companies with the Use of Computer Technology
Based on the Analysis of Different Industrial Categories
Ming Chen
The results of theoretical and practical analysis abroad show that internal control is very important to the development of enterprises. In order to promote China’s economic development, this paper investigates the actual situation of China’s listed companies to understand the impact of internal control...
Proceedings Article
Enterprise Financial Management Informatization under Cloud Computing Environment
Xiaohua Zhou
For enterprises, financial management is the top priority of management work, and the effective promotion and application of the financial management model of the financial sharing center integrating cloud computing and other technological elements can undoubtedly become the key to helping enterprises...
Proceedings Article
Research on Desktop Based Virtual Maintenance Training System for Military Aircraft
Dunming Tan, Yonghong Zhou, Xiaoju Yong
Desktop based virtual maintenance training system for military aircraft system was studied to make the developing easier. First, the virtual maintenance scene was simplified and rendered in real time. Second, the mechanical assemble relationship and sequence was modeled by petri network. Third, different...
Proceedings Article
Optimizing ANN Hyperparameters with Metaheuristic Algorithms for Inverse Kinematics of a 3-DoF Rehabilitation Exoskeleton Robot
Rania Bouzid, Hasséne Gritli, Jyotindra Narayan
This paper presents a novel approach for optimizing the hyperparameters of Artificial Neural Networks (ANNs) using metaheuristic algorithms to solve the inverse kinematics problem for a 3-DoF rehabilitation exoskeleton robot. The exoskeleton aims to assist in rehabilitation by enabling accurate control...
Proceedings Article
Research on Informatization Construction of Enterprise Performance Management Based on “Internet+” Management Information System
Na Guo, Xiaoxian Gong
Under the background of the current “Internet+” era, the traditional enterprise performance management model has problems such as insufficient overall planning, poor departmental coordination, and single service function, which can no longer meet the needs of enterprise development in the new era. With...
Proceedings Article
Analysis and Research on Big Data Storage Technology Based on Machine Learning
Xin Li
With the advent of the Internet era, the scale and application areas of the Internet are constantly developing, and the Internet has gradually been widely used in people’s daily life, economy, military, science and technology, education and other related fields, and its basic and global position and...
Proceedings Article
Blockchain + Industry-Education Integration Enterprise: Coupling Path and Platform Construction
Xin Zhang, Pengmin Jia
As the driving force of vocational education development and reform, industry-education integration enterprises have entered the critical period of construction, and put forward the construction demands of symmetrical organizational structure, transparent data status, information resource sharing, and...
Proceedings Article
Improving Collaborative Filtering Recommendation
Pang-Ming Chu, Hong-Ru Tsai, Shie-Jue Lee, Shing-Tai Pan
Collaborative filtering recommender systems traditionally recommend products to users solely based on the user-item rating matrix and are simple, convenient to use. In this paper, we focus on two main issues, data sparsity and scalability. Data sparsity can lead to inaccurate recommendations, while scalability...
Proceedings Article
Coupling Coordination Analysis and Obstacle Factor Diagnosis of Sports and Pension Industry Based on Improved Entropy Weight Catastrophe Progression Method
Xiu-juan Xu, Chun-ge Liang
Under the background of the gradual integration and development of the sports and pension industry, this paper constructs the evaluation index system of coupling and coordinated development of the sports and pension industry from four dimensions. Based on the “improved entropy weight catastrophe progression...
Proceedings Article
Research on manufacturing service recommendation method based on Product-based Neural Network
Lei Wang, Lingrui Zhao
Addressing the issue of overwhelming information on cloud-based manufacturing service platforms due to an excessive volume of service-related data, a manufacturing service recommendation method based on Product-based Neural Network (PNN) is proposed, which successfully solved the shortcomings of traditional...
Proceedings Article
Augmented Reality Based Product Invisible Area Assembly Assistance
Zenglei Wang, Shusheng Zhang, Xiaoliang Bai
Aiming at the problem of the invisible area in a manual assembly process, this paper proposes an invisible area assembly scheme based on augmented reality technology. Different location tracking methods are put forward according to whether the objects to be assembled are visible. At the same time, the...
Proceedings Article
Enabling Multimodal Understanding: Lidar Data Meets VQA
Muhammad Zeeshan Khan, Anuroop Gaddam, Dhananjay Thiruvady, N. K. Suryadevara
This chapter explores the integration of Light Detection and Ranging (LiDAR) data with multimodal systems such as Visual Question Answering (VQA) to enable robust contextual understanding. The chapter begins with an overview of VQA, including its architecture, various modeling approaches, and practical...
Proceedings Article
Study on Building Renewal Design Based on the Application of Green Building Technology--Taking the Upgrading of Nanjing Dajiaochang Airport Observation Tower as an Example
Fangxi Yan
In recent years, integrated bookstores have rapidly emerged in the market with the diversified business model of “bookstore + coffee”, and coffee operations have become a regular feature of new bookstores. National chain brands such as Sisyphus and POPULAR Bookstore have developed the coffee section...
Proceedings Article
Application of Computer Aided Numerical Calculation Method and Artificial Intelligence in Technology Innovation Analysis
Hongzhen Zhang, Ya Dong, Xia Hua
With the rapid development of the Internet of Things technology and the continuous update and wide application of artificial intelligence technology, the Internet of Things technology and artificial intelligence have gradually penetrated into many industries in human society and have been involved in...
Proceedings Article
Optimum Placement of Battery Energy Storage Systems and Solar PV Units in Distribution Networks Using Gravitational Search Algorithm
Preetham Goli, Srikanth Yelem, Kiran Jasthi, Srinivasa Rao Gampa, D. Das
This paper proposes the optimum sizing and placement of photovoltaic (PV) units and battery energy storage systems using the Gravitational Search Algorithm (GSA) to minimize the burden on the substation. The solar PV units are allocated for daytime peak load reduction and the evening load is compensated...
Proceedings Article
Numerical analysis and calculation of urban landscape spatial pattern
MeiXing Liu, Yubin Li
In order to complete the construction planning of urban landscapes in urban construction, this article conducted numerical calculations. This study focuses on the construction of ecological cities and combines the theoretical model of landscape design with the design of urban streets and squares. On...
Proceedings Article
k-Surrounding Neighbors: Incorporating Serendipity in Collaborative Recommendations
Huidi Lu
Social recommender systems have become ubiquitous in our online environment, but there are growing concerns that they narrow our horizons and polarize our opinions. This paper proposes a new recommendation algorithm, k-Surrounding Neighbors, based on the theory of weak ties, to increase the diversity...
Proceedings Article
An Improved Non-local Mean Ultrasound Image Denoising Algorithm
Baozhong Liu, Jianbin Liu
An improved non-local mean ultrasound image denoising method is proposed to solve the problem of poor effect of traditional image denoising algorithm on ultrasound images. In this method the non-local mean filtering algorithm is improved by using the gamma distribution noise model and image block matching,...
Proceedings Article
Research on Self-inspired Intelligent Question Answering Method Based on Socratic Questioning
Zhichao Yao, Haoran Ji
Large language model has become one of the hot research contents in the field of artificial intelligence due to its excellent ability in natural language processing tasks. However, large language models usually have the disadvantages of over-reliance on surface statistical information and lack of deep...
Proceedings Article
Research on Income and Expenditure Based on Multiple Linear Regression: A Case of Filipinos
Sixu Chen, Rong Fan, Yinglong Lin
The currency system in modern society requires people to work for incomes and purchase what they demand. Accordingly, economists are working hard to find out exact patterns in which human-beings earn and spend their money. This paper aims at looking for and describing such a pattern. Through simple charts...
Proceedings Article
The Influence of Digital Economy Development Level on China’s Export Trade
Yuexian Tang, Liang Liang
At present, the global digital economy is developing rapidly. How to develop digital economy and enhance the digital competitiveness of Chinese export enterprises is of strategic significance to promoting China’s economic development. General Secretary Jinping Xi pointed out that it is necessary to speed...
Proceedings Article
Text Generation Image about Gan
Sijia Ye
In recent years, the task of text to image generation has been an important research hotspot in the field of computer vision and natural language. The purpose of this task is to take a descriptive language text as the input, and then output an image with consistent text content. Due to the instability...
Proceedings Article
Design of City Park Landscape Roaming System Based on Virtual Reality Technology
Haiyong Shen, Siru Liu, Mengqi Jia
In the era of intelligent information, characterized by rapid advancements in electronic technology and the Internet, high-tech landscapes have emerged and fostered an increase in the demand for intelligent roaming systems in urban park landscapes. Based on the conventional image and video presentation...
Proceedings Article
Damage Identification of Beam Structures Using an Improved Big Bang-Big Crunch Algorithm
Zhiyi Yin, Jike Liu, Zhongrong Lyu
Beam Structures are crucial components in constructions, and damage identification of beam structures is an important research filed in engineering. Swarm intelligence algorithms have been widely used in structural damage identification for the past few years. The Big Bang-Big Crunch algorithm is one...
Proceedings Article
Feature Selection for Gestational Diabetes Mellitus Prediction using XAI based AutoML Approach
Alia Maaloul, Meriam Jemel, Nadia Ben Azzouna
Predicting Gestational Diabetes Mellitus (GDM) is crucial for pregnant women to enable regular monitoring of their blood sugar levels and adherence to a healthy diet. Early intervention can significantly lower the risk of developing this condition. To assess this risk, Machine Learning (ML) and Deep...
Proceedings Article
Data Generation and Latent Space Based Feature Transfer Using ED-VAEGAN, an Improved Encoder and Decoder Loss VAEGAN Network
Jiatong Li
To combine the advantages of VAEs and GANs to generate both diverse and high-quality samples, this paper proposes ED-VAEGAN which improves encoder and decoder loss of traditional feature-wise VAEGAN [4]. More precisely, a reconstruction score term is added to encoder loss function, which accelerates...
Proceedings Article
Parameter Matching of Open Winding Permanent Magnet Synchronous Motor Based on Performance Requirements of Electric Vehicle
Zhiwen An
As the only driving source of pure electric car, the motor system is the top priority of research and development, so the efficiency of the motor directly affects the energy consumption of the whole vehicle. Among all types of motors, permanent magnet synchronous motor (PMSM) has attracted more and more...
Proceedings Article
Sentiment Analysis of Stocks Based on News Headlines Using NLP
Aastha Saxena, Arpit Jain, Prateek Sharma, Sparsh Singla, Amrita Ticku
In todays’ world everyone starting from a child to an adult is studying stocks and is finding ways to earn more by studying the patterns of the market. Stock market is a compound interrelated system of various investors. It fluctuates frequently and hence is hard to predict what is yet to come. All the...
Proceedings Article
Analysis and Simulations of LAMBDA Integer Ambiguity Resolution Algorithm
Shengge Zhang, Naiping Cheng, Shuyan Ni
In the data processing with carrier phase, how to obtain the ambiguity value of the carrier phase accurately and efficiently is an important problem in the precision positioning data processing. This paper summarizes the processing of the integer ambiguity data.. In this paper, integer least squares...
Proceedings Article
Study of Xiamen Citizens’ Cognition of Roof Greening Based on Internet Questionnaire
Bagen Wuyun, Jing Zhou, Guangxing Guan, Shuxuan Cao, Lu Li
A network survey was conducted in this study with public insights such as comprehension, late management, cost assumption, expectation, design, of greening. The results reflect that, on the whole, there still exists insufficient and incomplete knowledge of citizens for top greening, due to their limited...
Proceedings Article
The Construction and Application of the Financial Early-Warning Model of High-Tech Enterprises
Ying Huang
In recent years, high-tech enterprises have developed rapidly, and their total economic output value has occupied an important proportion in the total output value of China’s national economy. The high-tech enterprises to the contribution of China’s science and technology and economy have the driving...
Proceedings Article
The Dynamic Mechanism and Practical Enlightenment of Digital Government Construction: Analysis of Policy Texts Based on Grounded Theory
Guihua Liu, Shiying Zhang
Building a digital China is an important engine for promoting Chinese-style modernization in the digital era and a strong support for building new competitive advantages of the country. With the help of Nvivo 14 software and following the general paradigm of programmatic grounded theory, this paper carries...
Proceedings Article
Application of Chinese Folk Art in the Computer Design Assistant System of Modern Art
Juan Tan
Chinese folk art has a long history and bears splendid traditional cultural characteristics. In different historical periods and regions, works of different forms, beautiful styles and distinctive ethnic characteristics have been created. With the rapid development of computer technology, computer art...
Proceedings Article
Research on Remote Sensing Image Classification Based on Lightweight Convolutional Neural Network
Zhengwu Yuan, Xinjie Liu
There is an increasing demand for remote sensing image classification in many civilian applications. Inputting the feature map into the convolutional neural network can obtain more abstract features of the input feature map, and this ability can be applied to remote sensing image classification. The...
Proceedings Article
A Bi-normalized Frequency Estimation Algorithm
Zhaobi Chu, Yan Wang, Rui Zhang
This paper presents a bi-normalized frequency estimation algorithm which contains a two-dimensional state estimation equation and a one-dimensional frequency update rule coupled with it. The robustness of the algorithm is that the frequency estimation convergence is no longer subject to the actual value...
Proceedings Article
The Impact Factors of TikTok Live Shopping Features on Consumer Purchase Intentions: Evidence from China
Gaoshuo Zhang
Drawing upon the Stimulus-Organism-Response (SOR) theory, this investigation delineates TikTok (Douyin) live shopping’s attributes into visual appeal, professionalism, price competitiveness, and sense of presence. A theoretical model is developed to scrutinize these attributes’ impact on consumer purchase...
Proceedings Article
Furniture design for the elderly based on the artistic conception of Chinese culture
Xiaoxuan Wu, Huijie Ouyang, Yuan Wang, Zhigang Hong
The elderly-friendly furniture were required in china, since china became an aging social. The function & emotion design were required in elderly-friendly furniture. Using traditional Chinese cultural image sign in elderly-furniture deign was a good job, it brought the aging consumer fantastic feeling....
Proceedings Article
An Improved PSO Algorithm for Direction Finding with Tetrahedral-based USBL System
Jian Huang, Shenggang Yan
Aiming at the problem that the standard particle swarm optimization algorithm has a slow convergence speed and easy to fall into the local optimum, the method of region-division is introduced to dynamically adjust the inertia weight and learning factors of the particle to achieve the balance between...
Proceedings Article
Reflections on Machine Scoring in Business English Writing under the Background of Big Data
Wenyi Ding
In the era of big data, information exchange is more convenient and faster, and its frequency increases rapidly. As a result, the demand for language services increases, and the importance of business English gradually highlights. With the rapid growth of business English learning, there is a great demand...
Proceedings Article
The Impact of Digital Economy on the High-Quality Development of Service Industry in Beijing
Based on the Application of EViews Software in Multivariate Linear Regression
Yanyan Shao
This paper makes use of econometrics software EViews to explore the impact of the digital economy on the high-quality development of the service industry by establishing a multivariate linear regression model, using ordinary least square (OLS) method for the parameter estimation. And to make recommendations...
Proceedings Article
The Influence of Digital Transformation on the Innovation Performance of New Energy Enterprises
Yuxing Zhang
As technology advances, big data and the Internet of Things are permeating all industries. This study examines how digital transformation affects the innovation performance of new energy enterprises in China using panel data from 2013 to 2023. It also analyzes the mediating role of total factor productivity...
Proceedings Article
The Prospect of Medical Device Companies Under the Background of COVID-19 Based on Factor Analysis and Regression Model
Mai Wang, Hongyu Cao, Xu Zhu, Hongyan Wang
With the continued impact of the new crown epidemic on the general social environment, the medical device industry has ushered in great opportunities. Among them, Andon Health is developing rapidly, and the company’s market capitalization surged 10 times within a year, making it the leading company in...
Proceedings Article
Research on Translation Corpus Building with the Assistance of AI
Xiaoqing Hou
The quality of machine translation depends on the corpus available for it to learn from. With the development of AI, the translation corpus is now the key to realize Intelligent translation and scenario-based translation. The data on the Internet, data of the enterprise, user-generated data, machine-generated...
Proceedings Article
Bi-objective Hospital Bed Assignment Problem in Emergencies
Hela Jedidi, Hajer Ben-Romdhane, Issam Nouaouri, Saoussen Krichen
During emergencies and pandemics, such as COVID-19 or Mpox, the massive demand for critical resources, including hospital beds, has significantly challenged healthcare systems. Reducing the pressure on these systems is crucial and requires an efficient strategy for patient allocation. This paper proposes...
Proceedings Article
Modelling of a Boost Converter Using Bayesian Regularized Artificial Neural Network
Satish Kumar Gudey, B. V. Lakshmana Rao, D. Akshaya, Sarath Pavan, M. Bharat Chandra
In this work, a Boost converter is modeled using Machine Learning Algorithm. Bayesian Regularized ANN is used in this work for reducing the lengthy cross-validation and the usage of neural networks to fit the data appropriately. First the boost converter is modeled using state space analysis. The stability...
Proceedings Article
Digital Investment Risk Evaluation Model of Power Grid Enterprises Based on FAHP-AOA-LSSVM
Xinyi Lan, Xinping Wu, Qiuzhe Ma, Wenqing Liu, Jinchao Li
The digital transformation of the economy represents the general trend. In order to effectively control the investment risk of grid digitization projects and adopt risk-coping strategies with foresight, construct an investment risk evaluation model for grid digitization projects by optimizing the kernel...
Proceedings Article
Combating Illegal Wildlife Trade through Big Data Monitoring and Management
Wenzhuo Wang, Jianing He, Shuo Liu
Illegal wildlife trade is a persistent global issue that threatens biodiversity and ecological stability. Addressing this challenge requires innovative approaches, including leveraging big data for management solutions. This paper conducts a comprehensive evaluation and analysis of a management project...
Proceedings Article
Research and Exploration on Computation and Countermeasures on Cloud, Fog and Rain Attenuation in Ka-band Satellite Communication
Zhiyi Xiao, Ziyun Wang, Yi Sun
Satellite communication system design engineers are often concerned with the attenuation caused by propagation in rainfall while ignoring the influence on microwave propagation on satellite-earth link in satellite communication on cloudy, foggy or rainy days. This paper comprehensively gives a calculation...
Proceedings Article
Research on the Path of Digital Transformation of Chinese Manufacturing Enterprises Under the Backdrop of High-Quality Development
Xiaohui Wang, Fumin Wang
The development of the digital economy has given Chinese companies great opportunities to achieve high-quality development. At the same time, due to the weak foundation of digital transformation in Chinese enterprises, the degree of industrialization and information integration needs to be deepened,...