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共 8645 条记录，以下是431-440 订阅

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Exploring Collaboration Patterns in GitHub Using Discrete Time Markov Chain

Exploring Collaboration Patterns in GitHub Using Discrete Ti...

引用

asia-pacific conference on software engineering

作者： Suhee Jo Ryeonggu Kwon Gihwon Kwon dept. of software safety and cyber security University of Kyonggi Suwon Republic of Korea dept. computer science University of Kyonggi Suwon Republic of Korea

Collaboration among team members plays a crucial role in the success of software projects. GitHub has emerged as a prominent platform for collaborative software development. This study focuses on analyzing GitHub repositories to gain insights into project status and participant characteristics based on development activities such as commits and pull requests. Utilizing a discrete time Markov chain, this research models GitHub repositories and employs probabilistic temporal logic and model checking to shed light on the activity levels of both projects and participants. We expect that understanding these observed trends and patterns can assist project managers in strengthening teamwork and fostering productive collaboration.

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An Intelligent Remote Consultation System for Oral Prevention in Children: A Case Study in Mongolia 15

An Intelligent Remote Consultation System for Oral Preventio...

引用

15th International conference on software, knowledge, Information Management and Applications, SKIMA 2023

作者： Ren, Lijuan Bendjeddou, Randa Cheima Kahn, Giacomo Seklouli, Aicha Sekhari Myagmar, Bat-Erdene Garidkhuu, Ariuntuul School of Software Engineering Chengdu University of Information Technology Chengdu China Lyon France School of Dentistry Mongolian National University of Medical Sciences Department of Dental Technology and Dental Hygiene Ulaanbaatar Mongolia School of Dentistry Mongolian National University of Medical Sciences Department of Prosthodontics Ulaanbaatar Mongolia

ISBN: (纸本)9798350316551

Children's dental caries is a common oral health issue, causing pain and discomfort. Therefore, oral health plays a crucial role in children's growth and development. However, regular dental check-ups and consultations are burdensome and expensive for parents, especially for Mongolian children with uneven access to healthcare. To address this issue, we developed an intelligent remote consultation system for children's dental prevention, which utilizes advanced technologies like risk assessment and image recognition for automated oral risk analysis and cavity localization. Subsequently, we conducted experiments and analyses based on data collected from the initial phase in Mongolia, showing the potential of the system to improve children's oral health. However, the system's precision is restricted by the small amount of data. Expanding data collection will be the focus of future efforts to improve system performance and further improve this creative solution. © 2023 IEEE.

关键词： Risk assessment

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Decoding the BrainWaves using EEG signals for classifying Body Gestures by applying suitable ML & DL Techniques 2022

Decoding the BrainWaves using EEG signals for classifying Bo...

引用

4th asia pacific Information Technology conference, APIT 2022

作者： Malhotra, Ruchika Deswal, Dhananjay Chaudhry, Jai Department of Software Engineering Delhi Technological University India HOD Software Engineering Department Delhi Technological University India

ISBN: (纸本)9781450395571

This work aims to use EEG brain signals captured from the scalp of subjects at 500 Hz for classification of grasping tasks which is useful for BCI (Brain-Computer Interface) and comparative analysis of appropriate Machine Learning and Deep Learning Algorithms for the same. The dataset consists of 32 features and 6 output classes. Multinomial Logistic Regression, LSTM, CNN, RNN and ANN Algorithms were used for this purpose. © 2022 ACM.

关键词： Brain computer interface

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GIS-Based Development and Visualization of Ground Flash Density Maps during the Monsoon Seasons in Peninsular Malaysia 12

GIS-Based Development and Visualization of Ground Flash Dens...

引用

12th asia-pacific International conference on Lightning, APL 2023

作者： Roslan, N. Ab-Kadir, M.Z.A. Ungku Amirulddin, U.A. Mohd Shafri, H.Z. Abdullah, N. Universiti Tenaga Institute of Power Engineering Department of Electrical & Electronics Engineering College of Engineering Selangor Malaysia Serdang Malaysia Universiti Putra Malaysia Department of Civil Engineering Serdang Malaysia TNB Research Sdn. Bhd. Kajang Selangor Malaysia

ISBN: (纸本)9781665456852

In this paper, a novel approach to develop ground flash density (GFD) maps based on six years of lightning flash data from 2012 to 2017 in Peninsular Malaysia. By leveraging advanced Geographical Information System (GIS) software and a detailed Peninsular Malaysia basemap, the GFD maps were developed to gain a better understanding of lightning distribution patterns and identify areas of high activity. This study has demonstrated the effectiveness of the ground flash density (GFD) mapping approach in classifying the distribution of GFD and identifying hotspot areas. The highest GFD of 12 flashes/km2/year was observed during the First Inter-Monsoon season (April to May), indicating a period of heightened lightning activity in Peninsular Malaysia. The GFD maps produced in this study have shown that the central region of Peninsular Malaysia is the primary hotspot of GFD for all monsoon seasons. These findings are significant for utility and protection engineers, who can utilize this information to plan and improve the reliability of power grids through effective protection systems. By minimizing power outages caused by lightning strikes, the reliability of power grids can be significantly enhanced. © 2023 IEEE.

关键词： Atmospheric thermodynamics

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Research on Grey Comprehensive Evaluation for Training Airspace Management Safety Analysis

Research on Grey Comprehensive Evaluation for Training Airsp...

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software engineering, Social Network Analysis and Intelligent Computing (SSAIC), asia-pacific conference on

作者： Bo Wang Minghua Wang Yang Li Ze Li Air Traffic Control and Navigation College Air Force Engineering University Xi’an Shaanxi China PLA Troop 94833 Unit 65 Nanchang Jiangxi China School of Mechanical Engineering Xijing University Xi’an Shaanxi China

ISBN: (数字)9798350393682

ISBN: (纸本)9798350393699

To improve the safety level of military flight training, a safety evaluation method of airspace management is proposed. In this method, firstly, AHP and entropy method are used to calculate the comprehensive weight value of airspace management safety evaluation index of military flight training; Then, the grey comprehensive evaluation method is applied to evaluate the safety of airspace management of military flight training. The actual example indicates that the proposed method can evaluate the airspace management safety of military flight training, and can obtain correct and objective evaluation, thus verifying its effectiveness.

关键词： Training Military computing Social networking (online) Evaluation models Analytic hierarchy process Entropy Safety

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Research Progress on the Application of Machine Learning in Power System Security

Research Progress on the Application of Machine Learning in ...

引用

2022 IEEE asia-pacific conference on Image Processing, Electronics and Computers, IPEC 2022

作者： Wang, Gan Li, Heng Xi'an University of Technology School of Electrical Engineering Xi'an China Shaanxi University of Science & Technology School of Electronic Information and Artificial Intelligence Xi'an China

ISBN: (纸本)9781665409025

Machine learning is considered to be an emerging technology that can be widely used. The construction of power system has always been an important field of social livelihood security and development in China. In recent years, the application of machine learning in power system security has also made great progress in the environment of increasing attention to the research on the intersection and integration of machine learning and various disciplines. According to the latest progress, the application of machine learning in this field is mainly divided into hardware layer and software layer. The research on security guarantee of hardware layer mainly focuses on the prediction and evaluation of transient stability and load forecasting, while the research on software layer mainly focuses on network attack detection, and most of the research focuses on model and method innovation. Using machine learning to quickly evaluate and predict the operation state of power system, so as to realize in-depth analysis and facilitate the operation and maintenance personnel to make appropriate human intervention, which can represent the current research trend of machine learning in the field of power system security. © 2022 IEEE.

关键词： Forecasting

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High Permittivity Ceramic- Polymer Composite Substrate for Wearable Antenna Applications 8

High Permittivity Ceramic- Polymer Composite Substrate for W...

引用

8th IEEE asia pacific conference on Wireless and Mobile, APWiMob 2023

作者： Abu Bakar, Nur Hidayah Bakar, Aslina Abu Razali, Ahmad Rashidy Mozi, Aiza Mahyuni Ibrahim, Amirudin Radzali, Rosfariza Abd Rahim, Alhan Farhanah Faudzi, Najwa Mohd College of Engineering Universiti Teknologi Mara Electrical Engineering Studies Pulau Pinang Malaysia

ISBN: (纸本)9798350327861

Antenna systems must keep up with ever-increasing requirements and technical difficulties as wireless communications remain relevant. Microstrip patch antennas were chosen for their benefits. This study aimed to simulate various PDMS-Ceramic composites to simulate different permittivity's of potential ceramic polymer substrates and simulate a wearable antenna using the ceramic polymer substrate at 2.45 GHz. Dielectric ceramic-based substrates are excellent prospects for antenna downsizing. Since ceramic-polymer composites have a controllable dielectric constant and a low-loss tangent, they are very suitable for dielectric loading for potential wearable antenna. PDMSFerric Oxide (Fe2O3), PDMS-FR4, PDMS-Aluminum Oxide (Al2O3), PDMS-Barium Titanate (BaTiO3), PDMS-Strontium Titanate (SrTiO3), and PDMS-Mg-Ca-Ti (MCT) of ceramic-polymer have all been investigated in this proposed study. It is also simulated in two designs, which are uncut and cut antennas. Then, the antenna simulation was performed using Computer Simulation Technology (CST) software. All simulations of all prototypes are recorded, compared, and analysed. Both antenna designs have shown a good return loss performance for 2.45 GHz band applications and can be used for the same wireless communications application. The radiation pattern of the cut design patch shows omnidirectional properties. © 2023 IEEE.

关键词： Substrates

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Symbolic Execution of MPI Programs with One-Sided Communications

Symbolic Execution of MPI Programs with One-Sided Communicat...

引用

asia-pacific conference on software engineering

作者： Nenghui Hu Zheng Bian Ziqi Shuai Zhenbang Chen Yufeng Zhang College of Computer National University of Defense Technology China Key Laboratory of Software Engineering for Complex Systems National University of Defense Technology China State Key Laboratory of High Performance Computing National University of Defense Technology China College of Computer Science and Electronic Engineering Hunan University Changsha China

Message-passing interface (MPI) programs are non-deterministic and challenging to ensure correctness. The introduction of one-sided communications makes the problem of non-determinism more severe for MPI programs. This paper reports our in-progress work of symbolic execution for the MPI programs with one-sided communications. Our approach can cover the non-determinism caused by the inputs, one-sided communication, and message- passing operations of MPI programs. The preliminary evaluation's results indicate the promising of our approach.

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Architectural Design Decisions for Data Communication of Cyber-Physical Systems

Architectural Design Decisions for Data Communication of Cyb...

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asia-pacific conference on software engineering

作者： Amirali Amiri Evangelos Ntentos Uwe Zdun Research Group Software Architecture Faculty of Computer Science University of Vienna Vienna Austria

Designing Cyber-Physical Systems (CPS) is a complex task involving integrating physical and digital components to achieve specific objectives. This process consolidates data from various Internet of Things (IoT) devices and sources to generate meaningful insights and actionable outcomes. IoT-cloud data communication comprises multiple stages, e.g., data collection, processing, analysis, and visualization. Adopting a comprehensive approach that considers physical and digital aspects is essential to ensure effective data communication in CPS. As a result, architectural design choices are crucial in determining CPS functionality and runtime qualities, e.g., performance, security, and reliability. While numerous CPS architectural patterns and practices have been proposed, much of the relevant knowledge remains scattered across various sources, such as practitioner blogs and system documentation. These sources are often based on personal experiences and lack consistency. To address this gap, our study presents the outcomes of an in-depth qualitative investigation into practitioners' descriptions of the best practices and patterns in CPS architecture. We have developed a formal architectural decision model using a model-based qualitative research method. We aim to bridge the division between scientific understanding and practical use cases, enhance comprehension of practitioners' approaches to CPS, and provide decision-making support for designing CPS applications.

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Research on Low Cost Multisensor Vehicle Integrated Navigation

Research on Low Cost Multisensor Vehicle Integrated Navigati...

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2022 IEEE asia-pacific conference on Image Processing, Electronics and Computers, IPEC 2022

作者： Huang, Xiao Wang, Rui Miao, Xiaoting Tongji University School of Electronic and Information Engineering Shanghai China Saic Motor Z-ONE Software Company Shanghai China

ISBN: (纸本)9781665409025

With the development of intelligent driving assistance technology, precise positioning in urban complex environment is one of the application difficulties of navigation and positioning at present. The classical GPS / INS integrated navigation scheme continues navigation by IMU in the case of GPS distortion such as satellite navigation signal occlusion, but the error accumulation of low-cost inertial navigation devices will occur over time. Therefore, an integrated navigation system with two modes is proposed: GPS / INS combination with satellite navigation information and INS / Speedometer combination without satellite navigation information, so as to avoid the large error of pure inertial navigation mode. The measured data show that the maximum horizontal error of the algorithm is less than 6m in the case of GPS short-time lock loss ( © 2022 IEEE.

关键词： Adaptive filters

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