In order to meet the standardized design requirements of lenses, a lens aided design system based on parametric modeling is designed. The development of this system makes full use of computer-aided design technology t...
详细信息
This paper aims to improve the accuracy and efficiency of information resource score prediction by introducing deep learning algorithm design. The study starts with the feature extraction of information resources and ...
详细信息
ISBN:
(数字)9798350377255
ISBN:
(纸本)9798350377255;9798350377262
This paper aims to improve the accuracy and efficiency of information resource score prediction by introducing deep learning algorithm design. The study starts with the feature extraction of information resources and constructs a score prediction model based on CNN and RNN. By introducing the attention mechanism and adaptive weight allocation, the model parameters are optimized to adapt to the diversity and dynamics of complex information resources. This paper uses information resources in a certain field as a data set for model training and testing, and compares it with traditional prediction methods. Simulation results indicate that the proposed model is better than the conventional one in precision, recall rate and forecasting efficiency, especially in the case of large data sets. The average prediction error of this model is less than 2.5%, and the prediction speed is shortened by more than 30%. This study provides strong support for the optimization of information resource scoring system, and opens a new direction for the practical application of deep learning in information resource management.
A rising trend of stroke incidence, deaths, prevalence, and Disability Adjusted Life Year (DALYS) creates an ever-growing demand and service of rehabilitation. Bottlenecked by resource constraints, traditional rehabil...
详细信息
ISBN:
(纸本)9798350348798;9798350348804
A rising trend of stroke incidence, deaths, prevalence, and Disability Adjusted Life Year (DALYS) creates an ever-growing demand and service of rehabilitation. Bottlenecked by resource constraints, traditional rehabilitation struggles to meet rising demand, necessitating innovative solutions. The purpose of this project is to address the service gap by developing an augmented reality (AR) stroke rehabilitation desktop application to be used by stroke patients at the comfort of their home. This application detects and tracks user body positions as patients are tasked to complete a series of exercises related to stroke rehabilitation. The developed application utilizes Kinect for Windows SDK 2.0 for skeleton and joint tracking, allowing users to interact with augmented virtual objects added to the real-world in real time, coupled with audiovisual feedback. The survey results were collected from the participants of doctors, nurses, medical lab technologist, mild stroke patients, and healthy individuals with family members suffering from stroke. The results supported that this application has successfully provided telerehabilitation services of equal efficacy to traditional rehabilitation with improved engagement and flexibility.
This paper presents the development and implementation of an advanced plant health monitoring system. The primary objective is to create an integrated system capable of assessing and monitoring plant health by incorpo...
详细信息
Back-pressure exists in micro-services mesh and strongly affects the system's overall performance, especially for 5G URLLC services like our Online Charging system (OCS). The Microchassis is a service-mesh module,...
详细信息
ISBN:
(纸本)9798350376975;9798350376968
Back-pressure exists in micro-services mesh and strongly affects the system's overall performance, especially for 5G URLLC services like our Online Charging system (OCS). The Microchassis is a service-mesh module, mainly serving URLLC requirements, that could well handle back-pressure in mesh. In this paper, we propose optimizations on the internal load balancing (ILB) core inside the Microchassis with enhanced strategies (BTC, cached RR, and cached LCC), then evaluated on a production-ready data charging CNF. The measured results satisfied with external system latency SLA and URLLC standard, which strengthen conclusions in back-pressure theory about the effectiveness of flow control in maintaining reliable connections under extreme conditions;while acknowledging that enhanced front-pressure strategies help application utilizes resources better.
The objective of this study is to further assess and develop ZenithAR, an Augmented Reality based application by adapting it to two distinct groups of people, consisting of 10 individuals in relationship and 10 indivi...
详细信息
This article study an eye-to-hand calibration scheme for a robotic scanning system. In our study, we analysed the limitations and sources of error of the traditional eye-in-hand calibration method, then calibrated the...
详细信息
abstract-How to improve the design time of works in visual communication is a difficult problem. This study explores the construction method of visual communication design system based on computer virtual image techno...
详细信息
In recent years, Linux is increasingly used for server operating systems and other applications, and the opportunities to learn the Linux operating system are increasing. In this study, we focus on learning Linux OS. ...
详细信息
ISBN:
(纸本)9783031619311;9783031619328
In recent years, Linux is increasingly used for server operating systems and other applications, and the opportunities to learn the Linux operating system are increasing. In this study, we focus on learning Linux OS. There is a need for a tool that allows beginners to easily try Linux. Currently, one of the ways to use Linux on Windows or MacOS is to use a Linux environment emulated by a browser. This method is very convenient because the user only needs to access a specified URL with a browser, and JSLINUX [1] is a well-known site. However, the current JSLINUX does not have such features, making it unsuitable for learning. This system is an implementation of the functionality developed for JSLINUX that is made available on the Web. In addition to the basic functions of JSLINUX, the web application screen displays a CPU state transition diagram, scheduling, and swap information in real time on the side of the console screen. In addition to the basic functions of JSLINUX, the web application screen implements a function to display a diagram that visualizes CPU state transition, scheduling, and swap information in real time on the side of the console screen.
This paper explores the utilization of solar energy resources in building energy conservation research projects, focusing on the development of a data acquisition platform for real-time scientific research. The platfo...
详细信息
ISBN:
(纸本)9798400717857
This paper explores the utilization of solar energy resources in building energy conservation research projects, focusing on the development of a data acquisition platform for real-time scientific research. The platform aims to enable remote data collection and utilize email alarm technology to enhance the efficiency and quality of data acquisition activities. By implementing the MODBUS industrial communication protocol, the communication between the upper computer software and the data collector is established. The data collection process utilizes the GPRS network in the Qinghai-Tibet region for remote data transmission. Following the software engineering waterfall model, the system analysis, software and hardware environment, and field acquisition application processes are iteratively refined. The empirical application platform enables automatic data acquisition, real-time data transmission, and online data services, meeting the research objectives for data analysis and exploration.
暂无评论