Science and Technology of Engineering, Chemistry and Environmental Protection最新文献

Research on Diabetes Prediction Based on Machine Learning 基于机器学习的糖尿病预测研究

Science and Technology of Engineering, Chemistry and Environmental Protection Pub Date : 2024-06-06 DOI: 10.61173/a8wgtn61

Yixuan Li

{"title":"Research on Diabetes Prediction Based on Machine Learning","authors":"Yixuan Li","doi":"10.61173/a8wgtn61","DOIUrl":"https://doi.org/10.61173/a8wgtn61","url":null,"abstract":"Diabetes is a serious chronic disease and successful prediction can effectively improve early intervention and subsequent treatment. Nowadays, machine learning technology is gradually attracting people’s attention in diabetes prediction. However, previous research is relatively limited for now. This review systematically and comprehensively reviews the current status of diabetes prediction, the application of machine learning in this field, and the current challenges faced by machine learning. First, the epidemiological characteristics of diabetes and the background of the rise of machine learning in the medical field are introduced. Secondly, the latest progress and typical cases of machine learning technology in diabetes prediction are discussed. Subsequently, the methods and challenges of data collection and feature processing are discussed in detail, as well as commonly used machine learning models and their evaluation methods. We will further comprehensively analyze the main findings and results of existing research, evaluate the application effect of machine learning in diabetes prediction, and look forward to future research directions and development trends. This review will provide researchers with a comprehensive guide to the latest advances and methods of machine learning in diabetes prediction and promote further research and applications in related fields.","PeriodicalId":438278,"journal":{"name":"Science and Technology of Engineering, Chemistry and Environmental Protection","volume":"31 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141378310","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Analyzing the Trade-offs in Lossless Image Compression Techniques:Insights for Computer Science Research 分析无损图像压缩技术的利弊权衡：计算机科学研究的启示

Science and Technology of Engineering, Chemistry and Environmental Protection Pub Date : 2024-06-06 DOI: 10.61173/99t0ga22

Ziming Lu

引用次数: 0

An Overview of the Application of Reverse Engineering in Selected Fields 逆向工程在部分领域的应用概述

Science and Technology of Engineering, Chemistry and Environmental Protection Pub Date : 2024-06-06 DOI: 10.61173/g7vycc37

Tianke Wang

{"title":"An Overview of the Application of Reverse Engineering in Selected Fields","authors":"Tianke Wang","doi":"10.61173/g7vycc37","DOIUrl":"https://doi.org/10.61173/g7vycc37","url":null,"abstract":"With the continuous development of industrial technology, reverse engineering has become an effective way of research and processing in the development of new products and components. Reverse engineering analyses, deduces and researches the existing products, instruments or systems, and carries out transformation, development and innovation by understanding their principles and design functions. In terms of life, with the gradual enrichment of material life, most of the people are no longer limited to the practicality of material requirements, but also for the appearance of the aesthetic level is also rising. Through the use of reverse engineering technology, such as soap box shape design, motorbike plastic parts design, bicycle handle design and so on. In the field of archaeology, reverse engineering technology is a technology that meets the requirements of archaeology, under the premise of better protection of cultural relics, it plays a pioneering role in the dissemination of culture, especially non-material culture, and provides technical support for human archaeology and ancient text decipherment. For the above contents, this paper will make a comprehensive description, summarise and analyse the application results and development prospects of reverse engineering in some fields.","PeriodicalId":438278,"journal":{"name":"Science and Technology of Engineering, Chemistry and Environmental Protection","volume":"133 3‐4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141381411","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Research on the Influencing factors of Heart Disease based on Binary Logistic Regression 基于二元逻辑回归的心脏病影响因素研究

Science and Technology of Engineering, Chemistry and Environmental Protection Pub Date : 2024-06-06 DOI: 10.61173/n4wwgb21

Yuqi Guo

引用次数: 0

A Comprehensive Review of Organ-on-Chip/Body-on-Chip Systems: Engineering, Applications, and Potential Impact on Drug Development and Administration 片上器官/片上人体系统综合评述：工程、应用及对药物开发和管理的潜在影响

Science and Technology of Engineering, Chemistry and Environmental Protection Pub Date : 2024-06-06 DOI: 10.61173/evbyvr41

Nanxi Jing

{"title":"A Comprehensive Review of Organ-on-Chip/Body-on-Chip Systems: Engineering, Applications, and Potential Impact on Drug Development and Administration","authors":"Nanxi Jing","doi":"10.61173/evbyvr41","DOIUrl":"https://doi.org/10.61173/evbyvr41","url":null,"abstract":"The current drug development process faces significant challenges of a high failure rate that results in substantial time and financial waste. This is primarily attributed to the lack of pre-clinical models capable of generating physiologically relevant data essential for accurate predictions during decision-making for advancing to costly clinical stages. Fortunately, advancements in cell culture technology and material fabrication techniques have given rise to an interdisciplinary innovation known as organ-on-chip/body-on-chip (OoC/BoC), offering unparalleled physiological relevance. This review aims to provide a comprehensive overview of the materials and techniques involved in engineering OoC/BoC systems, covering the sourcing of cells from diverse origins, tissue model creation, material processing for culturing these models and coupling single OoCs into complex BoC systems. Furthermore, the potential applications of OoCs/BoCs in drug discovery processes and personalized medicine are explored. Lastly, we discuss the significant potential of this technology to revolutionize the entire drug development pipeline and the way of drug administration, as well as address the key regulatory obstacles impeding the large-scale application of the technology. In summary, this review underlines the pivotal role of OoC/BoC technology in addressing current limitations in drug development, offering promising avenues for improving efficiency, reducing costs, and advancing personalized medicine.","PeriodicalId":438278,"journal":{"name":"Science and Technology of Engineering, Chemistry and Environmental Protection","volume":"22 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141378977","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Overview of Red Tide Disasters in the Coastal Waters off Qinhuangdao 秦皇岛近海赤潮灾害概况

Science and Technology of Engineering, Chemistry and Environmental Protection Pub Date : 2024-06-06 DOI: 10.61173/k5bj0b95

Xinhao Dong

引用次数: 0

A Review of Research Related to Wireless Charging Technology for Electric Vehicles 电动汽车无线充电技术相关研究综述

Science and Technology of Engineering, Chemistry and Environmental Protection Pub Date : 2024-06-06 DOI: 10.61173/na456p69

Yuhao Wu

引用次数: 0

Research on the Influencing Factors of Beijing’s GDP 北京 GDP 影响因素研究

Science and Technology of Engineering, Chemistry and Environmental Protection Pub Date : 2024-06-06 DOI: 10.61173/h2vt7521

Juncheng Feng

引用次数: 0

Applications of Machine Learning Algorithms in Predicting User’s Purchasing Behavior 机器学习算法在预测用户购买行为中的应用

Science and Technology of Engineering, Chemistry and Environmental Protection Pub Date : 2024-06-06 DOI: 10.61173/6x4td382

Ranzhi Sun

{"title":"Applications of Machine Learning Algorithms in Predicting User’s Purchasing Behavior","authors":"Ranzhi Sun","doi":"10.61173/6x4td382","DOIUrl":"https://doi.org/10.61173/6x4td382","url":null,"abstract":"With the rapid development of big data in the Internet era, accurately identifying consumers’ purchase intention and predicting their future purchase behavior among the massive user behaviors are crucial for business decisions. The purpose of this paper is to analyze the advantages and disadvantages of multiple supervised learning algorithms and integrated learning algorithms, as well as their applications and performances in predicting users’ purchasing behaviors. The paper concludes that some traditional algorithms have been consistently used due to their simplicity and interpretability, while the more cutting-edge algorithms have a greater advantage in characterizing specific aspects around an innovative core idea. Different algorithms have their own highlights and limitations in prediction, and researchers can choose them according to the dataset and prediction needs. At the same time, this paper emphasizes that combining models that complement each other’s strengths will maximize efficiency and accuracy when using fusion methods. This paper compiles and compares practical machine learning algorithms today, and analyzes the future direction of predictive modeling and areas worthy of further exploration, such as language and image processing, which can provide a reference for enterprises with the need of user behavior prediction in the development of marketing plans.","PeriodicalId":438278,"journal":{"name":"Science and Technology of Engineering, Chemistry and Environmental Protection","volume":"11 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141381840","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A review of brake energy recovery systems and vibration energy recovery systems in new energy vehicles 新能源汽车制动能量回收系统和振动能量回收系统综述

Science and Technology of Engineering, Chemistry and Environmental Protection Pub Date : 2024-06-06 DOI: 10.61173/094x1d72

Hanwen Jian

引用次数: 0