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design and Implementation of a Cultural and Creative Platform Based on Chatgpt and GAN Technology 9

Design and Implementation of a Cultural and Creative Platfor...

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9th international conference on Communication and Information Processing, ICCIP 2023

作者： Wu, Jinyang J.Y. Shang, Wenqian W.Q. Song, Kang K. Bai, Jianfa J.F. School of Computer and Cyber Sciences of Communication University of China Beijing100020 China

ISBN: (纸本)9798400708909

To address the issues in the cultural and creative market such as a lack of user-friendly design platforms, products not meeting expectations, extended production cycles, and high entry barriers, this study leveraged advanced ChatGPT and GAN technologies to design and implement an autonomous cultural and creative design platform called"ArtLab+." the platform incorporates unique features such as"creative inspiration discussions, ""creative material generation, ""color combination recommendations, " and"creative material modifications, " which were largely absent in the domestic market. the promotion of the platform on social media platforms such as Douyin has shown impressive results, with the platform's promotional video accumulating a total of 200, 000 views across the entire internet, and the platform receiving over 8, 200 visits within one week. this indicates a strong public desire to engage in cultural and creative product design through this new approach. © 2023 Copyright held by the owner/author(s)

关键词： Product design

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design of Intelligent Integration System for Online Curriculum Resources of Mechanical Engineering Specialty Based on Fuzzy Clustering 9th

Design of Intelligent Integration System for Online Curricul...

引用

9th EAI international conference on e-Learning, e-Education, and Online Training, eLEOT 2023

作者： Chen, Jinjian Zhao, Nannan Zhanjiang524000 China School of Computer Science and Engineering Guangdong Ocean University Yangjiang529500 China

ISBN: (纸本)9783031514708

the conventional intelligent integration system of online course resources for mechanical engineering majors mainly uses HDFS (Hadoop Distributed File System) distributed architecture to process resource integration signals, which is vulnerable to the impact of dynamic allocation of data resources, leading to some system functions being abnormal. therefore, a new intelligent integration system of online course resources for mechanical engineering majors needs to be designed based on fuzzy clustering. In the hardware part, TMS320DM642 DSP processor and FPGA data memory are designed. In the software part, roles and resource integration permissions are divided based on fuzzy clustering, an online curriculum resource integration architecture model is constructed, and online curriculum resource integration function modules are designed, thus realizing the intelligent integration of online curriculum resources. the system test results show that each functional module of the designed online course resource integration system operates normally, proving that the designed resource intelligent integration system has good performance, reliability, certain application value, and has made certain contributions to reducing the difficulty of course resource sharing. © ICST Institute for computer Sciences, Social Informatics and Telecommunications Engineering 2024.

关键词： Curricula

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Mobile Application Implementation as Agriculture 4.0 Strategy for Sugarcane Yield Prediction 9

Mobile Application Implementation as Agriculture 4.0 Strateg...

引用

9th international HCI and UX conference in Indonesia, CHIuXiD 2023

作者： Mawandha, Hangger Gahara Rahutomo, Reza Suparyanto, Teddy Pardamean, Bens Institut Pertanian Stiper Faculty of Agricultural Technology Yogyakarta55282 Indonesia Bina Nusantara University School of Information Systems Information Systems Department Jakarta 11480 Indonesia Bina Nusantara University Bioinformatics and Data Science Research Center Jakarta 11480 Indonesia Bina Nusantara University Binus Graduate Program - Master of Computer Science Computer Science Department Jakarta 11480 Indonesia

ISBN: (纸本)9798350304084

Information engineering strategies play a significant and transformative role in shaping the landscape of digital agriculture. It drives innovation and efficiency in modern farming practices, with a specific focus on enhancing the value of agricultural commodities, such as sugarcane. the application of mobile technology plays a crucial part in achieving increased sugarcane productivity. Mobile applications, equipped with advanced developer features, offer rapid and user-friendly access to vital information. Traditional methods of estimating sugarcane production relied on manual data recording on paper, followed by data transfer to computer systems, typically managed by sugar factory junior plant officers. this conventional approach presents several inherent weaknesses, including time and effort intensiveness during data recording and entry. Additionally, the potential for errors in calculation and data input is a concern. the storage capacity for paper-based documents is finite, and farmers are often unable to autonomously assess their production potential. the objective of this research is to confront these obstacles by creating a sugarcane production application for Android. this application functions as an information engineering approach focused on forecasting sugarcane yields for plantation owners and their assistants. the development procedure adhered to the systematic waterfall method, following the principles of the Software Development Life Cycle (SDLC) model. Data collection was carried out through observations, while interviews with junior plant officers provided valuable insights into sugarcane estimation techniques. Analysis involved the synthesis of observational and interview data to inform the design of the application's interface and algorithmic system. the resulting application significantly simplifies the process of estimating production potential for farmers, enabling them to access sugarcane productivity data during harvest. Consequently, sugar

关键词： Forecasting

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Comparative Analysis of Large Language Models in Moroccan Darija Translation 9th

Comparative Analysis of Large Language Models in Moroccan ...

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9th international conference on Smart City Applications, SCA 2024

作者： El Kaneb, Yassine Kodad, Mohcine MATSI Research Lab Mohamed First University Mohammed VI B.P. 524 Oujda-Angad Oujda60000 Morocco

ISBN: (纸本)9783031886522

this study conducts a comparative analysis of four large language models-GPT—4o, Gemini 1.5 Flash, Claude 3.5 Sonnet, and LLama3—70B-in their ability to translate Moroccan Darija into English. By calculating the similarity percentage between the original text and the translated text using the Levenshtein Distance, the accuracy of each model was assessed. the results revealed that the Gemini model achieved the highest mean accuracy of 90.99% with an SDV of 10.98, followed closely by GPT-4 with a mean accuracy of 90.66% and an SDV of 11.93. Claude showed a mean accuracy of 80.13% and an SDV of 27.26, while LLama3 had the lowest mean accuracy of 77.34% with an SDV of 29.01. the normal distribution plots highlighted the concentration and spread of accuracy for each model, indicating that Gemini and GPT-4o provided more consistent and reliable translations compared to Claude and LLama3. © the Author(s), under exclusive license to Springer Nature Switzerland AG 2025.

关键词： computer aided language translation

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A metasurface-loaded low-scattering struts for sidelobe reduction in front-fed reflector antenna 9

A metasurface-loaded low-scattering struts for sidelobe redu...

引用

2024 9th international Seminar on computer Technology, Mechanical and Electrical Engineering, ISCME 2024

作者： Zhang, Haozhi Wang, Zheng He, Yingran The 54th Research Institute of China Electronics Technology Group Corporation Shijiazhuang050081 China

A metasurface-loaded low-scattering strut has been proposed to reduce the radiation side lobe levels (SLLs) of front-fed reflector antennas. the H-shaped metasurface unit cells help to reduce the radar cross section (RCS) of metallic feed-support struts and finally reduce the SLLs. Compared to the metallic strut, the designed low-scattering strut reduced the forward RCS by 8.8 dB and the total RCS by 4.2 dB at 2.78 GHz. the technique is implemented in a 2 m S-band reflector antenna, and the SLL of the reflector antenna with the low-scattering struts is reduced by 4.0 dB compared to the reflector antenna with metallic struts. the reason for the significant SLL reduction in the reflector antenna utilizing low-scattering struts is explained. the simulation shows that, at 2.78 GHz, the SLL is lower than -21.8 dB. the result proves that the low-scattering strut design can be used to reduce the SLL on the front-fed reflector antenna. © 2025 Institute of Physics Publishing. All rights reserved.

关键词： Radar cross section

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design of an Uninterruptible Power Supply (UPS) Monitoring System Based on STM32 9

Design of an Uninterruptible Power Supply (UPS) Monitoring S...

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9th international conference on Intelligent Informatics and BioMedical Sciences, ICIIBMS 2024

作者： Tong, Junsheng Liu, Jian Institute of Technology School of Electrical and Electronic Engineering Shanghai Shanghai China

ISBN: (纸本)9798350363043

this paper presents the design of a UPS (Uninterruptible Power Supply) power monitoring system based on the STM32 microcontroller, aimed at achieving real-time monitoring of UPS power status and precise analysis of performance parameters. the design of the system encompasses both hardware circuit construction and software algorithm development to ensure stable and reliable collection and processing of key parameters such as voltage, current, power, and *** hardware component of the system uses the STM32F105RBT6 as the main control chip, in conjunction with external sensors and circuit modules, to realize data acquisition and preliminary processing. Additionally, key information is displayed in real-time through an LCD screen, and LED indicators are used to reflect the normalcy of the power status. the software component includes the development of efficient monitoring algorithms capable of rapid and accurate data computation, and supports features such as data storage, historical browsing, and fault *** rigorous testing and performance evaluation, the system has been proven to maintain good monitoring accuracy and system stability under various working conditions. Furthermore, the system exhibits good scalability and user-friendliness, allowing for the addition of more functions according to practical needs. this research is significant for enhancing the efficient monitoring and management of UPS power systems and advancing the intelligent development in related fields. © 2024 IEEE.

关键词： Uninterruptible power systems

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Motion analysis of a floating horizontal set of interconnected plates based on computer vision target tracking technique 9th

Motion analysis of a floating horizontal set of interconnect...

引用

9th international conference on Marine Structures, MARSTRUCT 2023

作者： Bispo, I.B.S. Amouzadrad, P. Mohapatra, S.C. Soares, C. Guedes Instituto Superior Técnico Universidade de Lisboa Lisbon Portugal

ISBN: (纸本)9781032506364

the interaction between a large freely floating articulated structure and regular waves is investigated by model tests based on the computer vision target tracking approach. the detailed description of the experimental setup and measurement techniques are presented. Tests are conducted on a wave flume to provide a benchmark of comparison and establish some of the limitations of the measuring method presented herein. Further, the vertical displacement of the freely floating interconnected structure for different wave periods is registered using the presented technique, showing the usefulness of the method within the hydroelasticity framework. © 2023 the Author(s).

关键词： Target tracking

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MultiRAT DYMO: Enhanced Routing Protocols for VANETs 9

MultiRAT DYMO: Enhanced Routing Protocols for VANETs

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9th international conference on Communication, Image and Signal Processing, CCISP 2024

作者： Suthaputchakun, Chakkaphong Li, Tianru Foh, Chuan Sun, Zhili Chatzimisios, Periklis Bangkok University Electrical and Computer Engineering Phathumthani Thailand Institute for Communication Systems University of Surrey Surrey United Kingdom School of Science & Technology International Hellenic University Thessaloniki Greece

ISBN: (纸本)9798350356656

this paper describes our design of multihop multiRAT routing protocol based on the traditional DYMO (Dynamic MANET On Demand) routing protocol. Since the tradition routing protocols including DYMO only support singleRAT communications. With the increasing demand of multiRAT communications, there is a need for a multihop multiRAT routing protocol. Among the well-accepted routing protocols, DYMO is one of the popular routing protocols, which is also a successor of the widely-used AODV (Ad-Hoc on Demand Distance Vector). To support multiRAT, a route discovery process in DYMO is enhanced. A route request message RREQ will be broadcasted from the source to its neighbors through multiRAT instead of singleRAT as done traditionally. then, the intermediate hosts also perform the same procedure by broadcasting the received RREQ to the next hop via all RATs they have in hands. the process continues until reaching the destination. the destination then sends a route reply message RREP back to the source through the reverse order of the intermediate hosts and the specified RATs. therefore, a routing table stored on each host has be enhanced to include the information regarding the RAT used for each route entry, so that the RREP can be successfully sent through the right RATs along the discovered route back to the source. With the performance evaluation based on the simulation in OMNET++, the result shows that the proposed enhanced multiRAT DYMO achieves high QoS in terms of reception rate and end-to-end delay, and successfully create routes in multiRAT environment with the mix use of different RATs in each data route. © 2024 IEEE.

关键词： Routing protocols

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Neural Network Control of a SOTM Antenna 9

Neural Network Control of a SOTM Antenna

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9th international conference on Control, Decision and Information Technologies, CoDIT 2023

作者： Hancioǧlu, Oǧuz Kaan Efe, Mehmet Önder Autopilot Systems Turkish Aerospace Inc. Ankara06980 Turkey Hacettepe University Department of Computer Engineering Ankara06800 Turkey

ISBN: (纸本)9798350311402

Satcom on the Move (SOTM) antennas are the primary devices for establishing satellite communication in both military and commercial applications. the main design parameters of the SOTM antennas are low cost, low weight, and high data rate. SOTM antennas are basically two or three degrees of freedom robotic manipulators with an antenna payload. In the classical approach, a position and stabilization controller is implemented in order to achieve a high data rate. Most applications use a tracking algorithm to find the maximum RF signal strength by planning a special trajectory for the end effector. In this article, SOTM antennas are modeled and controlled as if they are robotic manipulators. In addition, a neural network controller is implemented to control the robot manipulator and find the maximum RF signal. the neural network controller includes filtered computed torque control (CTM), robustifying signal, and 2 layers neural network structure. the filtered CTM and robustifying signal ensure the closed-loop characteristic, while the neural network structure eliminates nonlinearities and generates the required torque to find the maximum RF signal. the results obtained through a series of simulations demonstrate the desired qualities. © 2023 IEEE.

关键词： Controllers

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Balance Multi-Head Attention based on Software and Hardware Co-design 9

Balance Multi-Head Attention based on Software and Hardware ...

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9th IEEE international conference on Cyber Security and Cloud Computing and 8th IEEE international conference on Edge Computing and Scalable Cloud, CSCloud-EdgeCom 2022

作者： Xu, Dian Hu, Wei Liu, Fang Fan, Zimeng Shi, Qingsong Wuhan University of Science and Technology Hubei Province Key Laboratory of Intelligent Information Processing and Real-time Industrial System College of Computer Science Wuhan China Wuhan University Department of Information Engineering Wuhan Institute of City School of Computer Science Wuhan China Zhejiang University College of Computer Science Hangzhou China

ISBN: (数字)9781665480666

ISBN: (纸本)9781665480666

Recently, the Transformer-based models have achieved leading results in many research areas such as natural language processing and computer vision. However, since Transformer-based models have a huge computational complexities, optimization for Transformer is the focus of current research. the core of Transformer models is the attention module, and in this paper we propose a software and hardware co-designed attention module, which reduces the computational units of the multi-head attention module by balancing the the inference time of the attention module is reduced by balancing the computational units of multiple attention modules. At the same time, we design the corresponding structure on FPGA, which accelerate 14.6x inference time in comparison with the original attention module implementation on GPU. We applied this attention module to multiple visual Transformer models and tested the accuracy difference between the balanced multi-head attention module-based model and the original model on CIFAR-10, and obtained a result of 80.46%, which lower from the original version by 0.18%. © 2022 IEEE.

关键词： Field programmable gate arrays (FPGA)

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