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检索条件"任意字段=Proceedings of the 9th Knowledge-Based Software Engineering Conference"

共 20366 条记录，以下是681-690 订阅

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Retrieval Augmented Generation based thai Question-Answering System 9

Retrieval Augmented Generation Based Thai Question-Answering...

引用

9th International conference on Business and Industrial Research, ICBIR 2024

作者： Yookasame, Pluempiti Pramoun, thitiporn thewsuwan, Srisupang Srinakharinwirot University Department of Computer Engineering Nakhon Nayok Thailand

ISBN: (纸本)9798350383010

this paper proposes a thai Question-Answering System, specifically developed by using the Computer Engi-neering curriculum at Srinakharinwirot University, thailand. the proposed system integrates the OpenthaiGPT model within a Retrieval-Augmented Generation (RAG) framework to generate contextually accurate responses to user queries. To evaluate the system, a set of 41 questions are categorized into basic, intermediate, and advanced levels, employing both zero-shot and few-shot learning techniques to assess its performance. the experimental results show that few-shot prompting exhibits efficacy across most criteria and complex-ity levels. However, challenges in maintaining this efficacy were observed, particularly regarding the accuracy of responses. this highlights areas that require future improvement. © 2024 IEEE.

关键词： Question answering

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Development and Validation of Integral Algorithms based on Data Resampling Techniques 9

Development and Validation of Integral Algorithms Based on D...

引用

9th International conference on Intelligent Computing and Signal Processing, ICSP 2024

作者： Ma, Xiang Wu, Yongshun Yu, Haoliang Wang, Donghui Yang, Sujun Shen, Song Shanghai Haixun Mechanical & Electrical Engineering Co. Ltd Shanghai China Marine Design & Research Institute of China Shanghai China Shanghai Key Laboratory of Ship Engineering Shanghai China Laboratory of Science and Technology on Water Jet Shanghai China China Orient Institute of Noise & Vibration Beijing China

ISBN: (纸本)9798350376548

Accurate acquisition of displacement signals is of great importance in the field of engineering research, but displacement transducers have harsh requirements for testing conditions, which cannot be implemented in many cases, and it is relatively convenient to adopt the method of using acceleration transducer testing and integrating twice to obtain displacement signals. In the acceleration integration, the trend interference term will appear, which leads to a serious reduction in the integration accuracy. To address this problem, this paper proposes a full calculus algorithm based on data reconstruction technology to achieve real-time calculus conversion in the dynamic signal measurement process, and a comparison test is carried out in the laboratory through actual experiments to verify the effectiveness and reliability of the integration algorithm. based on the above, the algorithm is used to conduct field tests on a bridge and the vertical motion of wave floats, and the test results show that the algorithm can effectively solve the integral signal offset, and the actual results are in good conformity. based on this technology, the acceleration, velocity and displacement signals of vibration can be obtained continuously and in real time for a long time with only acceleration sensors, which solves the problem of signal calculus conversion in engineering, and can be widely applied to the motion of ships in waves, displacement of vibrating objects and other test scenarios. © 2024 IEEE.

关键词： software design

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Left-Hand Circularly Polarized Antenna Array for Unmanned Aerial Vehicle Systems 9

Left-Hand Circularly Polarized Antenna Array for Unmanned Ae...

引用

9th IEEE All-Russian Microwave conference, RMC 2024

作者： Rammah, Feras Habib Mikhailov, Mikhail Sergeyevich Melkonyan, Vladimir Garrievich Sarhan, Alaa Aldin National Research University Moscow Power Engineering Institute Dep. of Radioelectronics Moscow Russia Dep. of Radioelectronics Moscow Russia Higher Institute for Applied Sciences and Technology Dep. of Radioelectronics Damascus Syria

ISBN: (纸本)9798331540944

In this paper, the design of a patch array of antennas consisting of four and five patches with left-handed circular polarization for unmanned aerial vehicle systems is presented. In the first stage, a four-patch antenna array was modeled, but due to unsatisfactory side lobe levels, a fifth patch was added. Modeling was conducted, achieving a 200 MHz operational bandwidth, a gain of 13.2 dB, and good cross-polarization levels of 3 dB. the characteristics of a prototype antenna, fabricated based on the five-patch model, are also presented, and the results between the fabricated and modeled antenna arrays were consistent. © 2024 IEEE.

关键词： Circular polarization

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Ozone and Temperature Seasonal Statistics by Data of 1996-2017 Ground-based Microwave Radiometry 9

Ozone and Temperature Seasonal Statistics by Data of 1996-20...

引用

9th IEEE All-Russian Microwave conference, RMC 2024

作者： Gaikovich, Konstantin P. Rozanov, Sergey B. Institute for Physics of Microstructure RAS Nizhny Novgorod Russia P.N. Lebedev Physical Institute RAS Russian Metrological Institute of Technical Physics and Radio Engineering Moscow Russia

ISBN: (纸本)9798331540944

the seasonal-mean profiles of ozone content and temperature in the stratosphere and lower layers of the mesosphere above Moscow for autumn, winter, and spring seasons of the decades of 1996-2006 and 2007-2017 were calculated and analyzed, as well as their standard deviations (variations) and seasonal-mean correlations and covariance coefficients. the main inter-decadal changes in the statistical parameters were found in the winter season, where in the decade of 2007-2017, there was a significant decrease in ozone variations and (above 33 km) temperature, which correlates to the strong decrease in solar activity in this decade. In this season, the greatest positive and negative values of the ozone-temperature correlation and covariance were observed. In the decade of 2007 to 2017 there was a noticeable increase in their extremes, and a shift in the height of the transition from the positive to negative region, from 33 km to 37 km. © 2024 IEEE.

关键词： Solar irradiance

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Search-based software Testing Driven by Bioinspired Algorithms: A Systematic Literature Mapping 12

Search-Based Software Testing Driven by Bioinspired Algorith...

引用

12th International conference in software engineering Research and Innovation, CONISOFT 2024

作者： Hernandez-Suarez, Joshua E. Jimenez-Jimenez, Mario A. Dominguez-Isidro, Saul Ocharan-Hernandez, Jorge Octavio Universidad Veracruzana Facultad de Estadistíca e Informática Xalapa Mexico

ISBN: (纸本)9798331532116

Bioinspired algorithms have gained relevance in Search-based software Testing (SBST) mainly because they can find multiple solutions to difficult-to-solve problems. Exploring the usage trends and elements of its implementation is necessary for software engineering since it allows for understanding the area's current state and proposing guidelines for innovation. We proposed a Systematic Literature Mapping to analyze the canonical bioinspired algorithms used in SBST. During the mapping conduction, 60 studies were analyzed, in which bio-inspired algorithms were used in different software testing activities, such as test data generation, test case generation, test case prioritization, and others. the practical implications of our research are significant. the most commonly applied bioinspired algorithms in these activities are the Genetic Algorithm, Particle Swarm Optimization, and Ant Colony Optimization. Concerning problem types, most of these algorithms are focused on single-objective, with or without constraints, and, to a lesser extent, multi-objective and phased problems. According to the results, SBST driven by bio-inspired algorithms favors variables such as execution time and computational cost. Code coverage is usually used as a performance metric to evaluate its effectiveness. the application of canonical bioinspired algorithms mainly seeks to solve single-objective problems. © 2024 IEEE.

关键词： Genetic algorithms

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Vulnerability assessment of cyber-physical power system using interdependent network modeling 9

Vulnerability assessment of cyber-physical power system usin...

引用

9th International conference on Energy Materials and Electrical engineering, ICEMEE 2023

作者： Wu, Yiyao Qin, Zhijun School of Electrical Engineering Guangxi University China

ISBN: (纸本)9781510672765

In a Cyber-Physical Power System (CPPS), cyber attackers can invade the cyber equipment through communication weak points, resulting in the illegal removal of equipment in the physical layer, forming a cross-domain attack from the cyber layer to the physical layer. this paper establishes a CPPS model based on interdependent network theory and proposes a comprehensive vulnerability assessment method based on the Bayesian attack graph. the vulnerability nodes in the power grid are searched to assess cyber-attacks. Finally, the effectiveness of this method is verified based on the IEEE-14 bus system. © COPYRIGHT SPIE. Downloading of the abstract is permitted for personal use only.

关键词： Control systems Matrices Circuit switching Failure analysis Telecommunications Automation Data modeling Power grids Sensors Silicon

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A Naive Approach for Automatic Line-level Code Completion 9

A Naive Approach for Automatic Line-level Code Completion

引用

9th IEEE International Women in engineering (WIE) conference on Electrical and Computer engineering, WIECON-ECE 2023

作者： Naznin, Shamima Mondal, Manishankar Bangladesh University of Engineering and Technology Department of Computer Science and Engineering Dhaka Bangladesh Khulna University Computer Science and Engineering Discipline Khulna Bangladesh

ISBN: (纸本)9798350319651

Coding is an integral aspect of programming. A programmer can automatically complete a code fragment after writing a few tokens and the process of automatically completing a code fragment is known as code completion. A number of research on code completion have previously been conducted for method body completion and method parameter completion. However, this fundamental study explores the idea of automatically completing any program statement that might not even be part of a method. the goal of this study is to provide a number of suggestions to the programmer for completing code throughout the codebase by identifying and analyzing code similarities. the proposed methodology of this study can be regarded as a fundamental framework for code completion in the field of automated code completion. From the investigation of hundreds of revisions of four subject systems written in C and Java, it is observed that the proposed method can automatically complete around 22% of code statements with an average accuracy of 87% that a programmer writes during development which will accelerate software development time. this paper's empirical analysis further demonstrated that the proposed approach can be used with programming language neutrality. the study concludes by illustrating that taking 10 characters as prefixes before invoking completion provides maximum precision. © 2023 IEEE.

关键词： software design

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Comparative Analysis of Wearable and Computer Vision-based Methods for Human Torso Posture Estimation 9

Comparative Analysis of Wearable and Computer Vision-Based M...

引用

9th International conference on Mathematics and Computers in Sciences and Industry, MCSI 2024

作者： Muntean, Emanuel Leba, Monica University of Petrosani Department of System Control and Computer Engineering Petrosani Romania

ISBN: (纸本)9798350377224

this paper conducts a comparative analysis of human torso posture estimation methodologies, focusing on an inertial measurement unit (IMU) sensor coupled with an Arduino UNO as a wearable approach, and Kinect V2, utilizing OpenCV for posture analysis. the core objective of this study is to ascertain which method yields greater precision in the estimation of human torso posture. the IMU sensor, characterized by its wearability, provides the distinct advantage of unobtrusiveness and the capability to record motion across diverse environments. Conversely, Kinect V2 leverages computer vision techniques to derive posture estimations from visual data in real-time. through comprehensive experimentation, this research evaluates the accuracy of both methodologies by juxtaposing their posture estimation outcomes. the findings of this investigation aim to significantly contribute to the enhancement of human posture estimation systems, with wide-ranging implications for health, sports, and ergonomics. © 2024 IEEE.

关键词： Ergonomics

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FedQP: Towards Accurate Federated Learning using Quadratic Programming Guided Mutation 36

FedQP: Towards Accurate Federated Learning using Quadratic P...

引用

36th International conference on software engineering and knowledge engineering, SEKE 2024

作者： Weng, Jiawen Xia, Zeke Li, Ran Hu, Ming Chen, Mingsong Software/Hardware Co-Design Engineering Research Center Ministry of Education East China Normal University Shanghai China School of Software Nanjing University of Information Science and Technology Nanjing China Research Lab for Intelligent Software Engineering Singapore Management University Singapore

ISBN: (纸本)1891706594

Due to the advantages of privacy-preserving, Federated Learning (FL) is widely used in distributed machine learning systems. However, existing FL methods suffer from low-inference performance caused by data heterogeneity. Specifically, due to heterogeneous data, the optimization directions of different local models vary greatly, making it difficult for the traditional FL method to get a generalized global model that performs well on all clients. As one of the state-of-the-art FL methods, the mutation-based FL method attempts to adopt a stochastic mutation strategy to guide the model training towards a well-generalized area (i.e., flat area in the loss landscape). Specifically, mutation allows the model to shift within the solution space, providing an opportunity to escape areas with poor generalization (i.e., sharp area). However, the stochastic mutation strategy easily results in diverse optimal directions of mutated models, which limits the performance of the existing mutation-based FL method. To achieve higher performance, this paper proposes a novel mutation-based FL approach named FedQP, utilizing a quadratic programming strategy to regulate the mutation directions wisely. By biasing the model mutation towards the direction of gradient update rather than traditional random mutation, FedQP can effectively guide the model to optimize towards a well-generalized area (i.e., flat area). Experiments on multiple well-known datasets show that our quadratic programming-guided mutation strategy effectively improves the inference accuracy of the global model in various heterogeneous data scenarios. © 2024 knowledge Systems Institute Graduate School. All rights reserved.

关键词： Federated learning

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Research on Telecommuting Security Solution based on Zero Trust Architecture 1

引用

13th International conference on Computer engineering and Networks (CENet)

作者： Kou, Wanli Zhou, Huaizhe Du, Jia Natl Univ Def Technol Test Ctr Xian Peoples R China

ISBN: (数字)9789819992478

ISBN: (纸本)9789819992492;9789819992478;9789819992461

With the continuous deepening of information technology construction and the surge in demand for telecommuting, traditional security protection measures are difficult to cope with complex network environments. Solving security issues such as telecommuting based on Zero Trust architecture become a focus of attention. the core of a Zero Trust architecture is "continuous verification, never trust", which means that by default, both internal and external personnel, terminals, and businesses are considered untrustworthy, and their access to the network and business resources will be continuously verified and evaluated. the paper first expounds the historical evolution, basic characteristics, and key technologies of Zero Trust, and then proposes a telecommuting security solution based on Zero Trust architecture. the solution can effectively solve problems such as identity trustworthiness discrimination, device trustworthiness discrimination and behavior trustworthiness discrimination, to achieve secure and reliable business access for telecommuting workers and intelligent terminals. the solution has reference significance for further optimization and implementation of Zero Trust framework in relevant application scenarios.

关键词： Zero trust Telecommuting Dynamic access control software defined perimeter

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