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检索条件"任意字段=11th International Conference on Computer-Aided Design and Computer Graphics"

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Modified CNN Architecture for Paddy Leaf Disease Detection

Modified CNN Architecture for Paddy Leaf Disease Detection

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international conference on Electrical Engineering, computer Science and Informatics (EECSI)

作者： Zul Indra Evfi Mahdiyah Roni Salambue Departement of Computer Science Universitas Riau Pekanbaru Indonesia

ISBN: (数字)9798350355314

ISBN: (纸本)9798350355321

Paddy (rice) is the main food for the Indonesian people so that stable production is needed to meet domestic needs. However, data in 2023 showed a decline in rice production in Indonesia. the decline was due to pests and diseases that attacked rice plants. the lack of experience and knowledge of farmers in handling and detecting rice diseases is also a factor in the decline in rice productivity. this study aims to develop a computer-aided diagnosis (CAD) system for rice leaf diseases based on CNN algorithms. In creating CAD applications, this study proposes a new CNN architecture based on a modification of the MobileNetV3 architecture. the dataset used comes from direct data collection from rice fields in Indonesia which is then added with public data from Kaggle data totalling 6933 rice leaf images. Based on the results obtained, this study succeeded in surpassing the previous research benchmark with an average accuracy, precision, recall and F -1 Score value reaching 93%.

关键词： Training Productivity Measurement Electrical engineering computer aided diagnosis Pattern recognition Informatics Optimization Diseases Principal component analysis

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A New Optimized Version of Merge Sort 11

A New Optimized Version of Merge Sort

引用

11th international conference on Emerging Trends in Engineering and Technology - Signal and Information Processing, ICETET - SIP 2023

作者： Tyagi, Abhishek Ahlawat, Anil Kumar Department of Computer Science & Engineering U.P Ghaziabad India

ISBN: (纸本)9798350348422

the ordering of items of an array/list in a certain sequence is one of the crucial topics in computer science. Sorting algorithms determines the new order of elements in a data structure typically in arrays and lists, they do so based on a comparison operator. the effectiveness of these sorting algorithms is determined by calculating their time and space complexity. Financial institutions and commercial enterprises organize much of the information by sorting. they must deal with a large amount of data. there might be millions of data rows. Now we have enough space but less time that is also one the major reasons of microservices architecture is being used nowadays. the microservice design enables the fast, frequent, and reliable delivery of large, sophisticated applications. Hence, the algorithms must be lightning fast. the purpose of this study is to improve on the classic Merge Sort Algorithm and create a new approach with a faster execution time. Merge sort is a popular method for sorting large datasets since it is typically efficient and straightforward to implement. the proposed method surpasses the standard Merge Sort algorithm, which has a time complexity of O(nlog2n). the proposed approach has been examined, executed, and compared, with favourable findings and the suggested modified mergesort algorithm is 12.12% faster than the usual merge sort. © 2023 IEEE.

关键词： Sorting

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LogYourEatingHabits: A Dietary App Focusing on Eating Habits that Promotes Healthy Lifestyles 11

LogYourEatingHabits: A Dietary App Focusing on Eating Habits...

引用

11th international conference on Information and Communication Technologies for Ageing Well and e-Health, ICT4AWE 2025

作者： Toaha, Mohammad Safiul Alam Bong, Way Kiat Department of Computer Science OsloMet Oslo Metropolitan University Pilestredet 35 Oslo Norway

ISBN: (纸本)9789897587436

Maintaining healthy eating habits is essential for the overall health and well-being across all ages. While mobile dietary applications offer assistance, their complexity of meal logging and often poor design limit widespread adoption. this study presents the development of a mobile application, named LogYourEatingHabits, which is designed to simplify meal logging and emphasize both meal content and eating patterns. Emphasis was also placed on ensuring high usability and accessibility in the application, making it usable by as many user groups as possible. Using a user-centered design approach, the application was iteratively developed and improved throughout feedback from 16 participants over five iterations. Each iteration provided new insights, leading to enhancements such as more consistent design and interaction of user interfaces, and increased intuitiveness and user-friendliness. the System Usability Scale (SUS) scores showed improvements across iterations, and together with observation and interview findings, they indicated overall high perceived usability. Future works include expanding the food database, optimizing the image recognition feature and providing personalized feedback based on data gathered within the app. Copyright © 2025 by SCITEPRESS - Science and Technology Publications, Lda.

关键词： User centered design

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Security and Privacy Concerns in the Internet of things: A Comprehensive Review 11

Security and Privacy Concerns in the Internet of Things: A C...

引用

11th international conference on System Modeling and Advancement in Research Trends, SMART 2022

作者： Agarwal, Ambuj Kumar Jindal, Rupesh Kumar Chaudhary, Deepak Tiwari, Raj Gaurang Sharma, Megha School of Engineering and Technology Sharda University Department of Computer Science and Engineering Greater Noida India Dy. Registrar National Institute of Design Ahmedabad India Swastik Agro Foods Chitkara University Institute of Engineering and Technology Chitkara University Punjab India

ISBN: (纸本)9781665487320

Real objects such as appliances, automobiles, and other gadgets are part of the Internet of things. this network offers data transmission between these things to allow for a high level of integration of the physical world into the digital system. Smart cities and technological activities built on the Internet of things require the most significant aspects of information security to function correctly. this research focuses on the efficient security management techniques for IoT that can be applied in smart cities, smart homes, industry, and many applications. © 2022 IEEE.

关键词： Internet of things

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Evaluating Neighboring Site Group Queries with Constraint of Budget Range 23

Evaluating Neighboring Site Group Queries with Constraint of...

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11th international conference on computer and Communications Management, ICCCM 2023

作者： Huang, Yuan-Ko Lin, Lien-Fa Department of Computer Science and Information Engineering National Kaohsiung University of Science and Technology Kaohsiung City Taiwan

ISBN: (纸本)9798400707735

In recent years, many of the location-based queries have been proposed that consider the proximity of spatial sites to provide users with information. However, most studies focus on a single type of sites and do not consider the cost of visiting the sites. As a result, in this paper we present a novel type of location-based queries, namely the Budget-Range-based neighboring site group query (or BR-based NSGQ for short), to find the groups of sites that are within a distance d of each other and have a total cost not exceeding a budget range [bgtm, bgtM]. the site groups are termed the neighboring site groups within budget range (abbreviated as NSGs-BR). In order to efficiently answer the BR-based NSGQs, we modify the R-tree structure to present the RcC-tree, and then design four checking rules to prune the non-qualifying site groups. We propose a query processing algorithm, namely the BR-based NSGQ algorithm, to find all the NSGs-BR by combing the traversal of the RcC-tree and the four checking rules. Finally, numerous experiments are evaluated to demonstrate the efficiency of the BR-based NSGQ algorithm in terms of the CPU time and the number of node accesses of the RcC-tree. © 2023 ACM.

关键词： Budget control

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A Systematic Review of the Promotion of Accessible Software Development 11

A Systematic Review of the Promotion of Accessible Software ...

引用

11th international conference on computer Technologies and Development, TechDev 2022

作者： Lorgat, Mohammad Gulam Paredes, Hugo Rocha, Tania Inesc Tec and Universidade Católica de Moçambique Manica Chimoio Mozambique Inesc Tec and Universidade de Trás-os-Montes e Alto Douro Vila Real Quinta de Prados Portugal

ISBN: (纸本)9798350398878

Accessibility expresses the right for people with disabilities and with special needs to be able to access, navigate, interact, and contribute to information available on computers, electronic equipment, and the Internet. the industry has acknowledged the need for accessibility, therefore the demand for software developers or engineers with accessibility skills has increased. But unfortunately, the knowledge of accessibility is still not widespread, which results in the creation of inaccessible software and technologies. thus, it is important, not only for the professionals but the students, to learn about accessibility in software development. therefore, there is also a need to not only understand the importance of teaching or promoting accessibility during development, but also to understand how it is being taught or trained, what, and how it needs to be addressed. therefore, this study aims to conduct a systematic review on studies that have dealt with the promotion of accessible software development through teaching or training on accessibility, to provide helpful information on the state of the art of accessibility education, by collecting the best practices and to give input to the academy and industry on how to best promote development of accessible software through education. © 2022 IEEE.

关键词： Software design

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xPython, Novel Secure Real- Time Operating System for IoT Subsystems Development using Micro-Python Language 11

xPython, Novel Secure Real- Time Operating System for IoT Su...

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11th international Japan-Africa conference on Electronics, Communications, and Computations, JAC-ECC 2023

作者： Elalem, Mervat Sobh, Mohamed A. Bahaa-Eldin, Ayman M. Ain Shams University Faculty of Engineering Computer & Systems Engineering Department Cairo Egypt ElSewedy University of Technology On leave from Ain Shams University Cairo Egypt

ISBN: (纸本)9798350369328

the deep integration of IoT into our daily lives has made the security of IoT everyone's priority, from IoT device manufacturers to IoT developers and final customers. Even though every year millions of IoT devices are introduced to the market, security, and privacy have not been competently addressed. Based on the survey of IoT challenges, IoT applications face many threats in Network communication, storage access, device identification and Authentication, program execution, firmware update, Secure Boot, etc. IoT devices are vulnerable to attacks, which breach the security and privacy of users and systems. Commonly most IoT applications are deployed using common operating systems that do not address IoT specialized security requirements. this paper introduces xPython, a novel secure-by-design operating system for IoT subsystems (devices and gateways). xPython provides transparent security solutions for common threats in addition to a security library for custom security implementation. xPython minimizes the time required to develop security features. xPython is secure by design to ensure security features are included at all stages of product creation and deployment. this paper proposes a new architecture for IoT operating systems, and it ends with a complete prototype implementation. the proposed architecture integrates security services inside operating system layers. It affects device initiation, communication protocols, application deployment, and application execution, ensuring software is executed securely, including non-secure applications (secure boot) and storage access. the proposed security solutions are inspired by previous work in Smart Cards. Smart Cards are considered a trusted environment for identification, authentication, and confidentiality. Finally, xPython is built over a real-time operating system to fulfill embedded systems requirements. the xPython development is also performed using Micro-Python to simplify the development process and reduc

关键词： Python

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DevelSet: Deep Neural Level Set for Instant Mask Optimization 40

DevelSet: Deep Neural Level Set for Instant Mask Optimizatio...

引用

40th IEEE/ACM international conference on computer aided design (ICCAD)

作者： Chen, Guojin Yu, Ziyang Liu, Hongduo Ma, Yuzhe Yu, Bei Chinese Univ Hong Kong Hong Kong Peoples R China

ISBN: (纸本)9781665445078

With the feature size continuously shrinking in advanced technology nodes, mask optimization is increasingly crucial in the conventional design flow, accompanied by an explosive growth in prohibitive computational overhead in optical proximity correction (OPC) methods. Recently, inverse lithography technique (ILT) has drawn significant attention and is becoming prevalent in emerging OPC solutions. However, ILT methods are either time-consuming or in weak performance of mask printability and manufacturability. In this paper, we present DevelSet, a GPU and deep neural network (DNN) accelerated level set OPC framework for metal layer. We first improve the conventional level set-based ILT algorithm by introducing the curvature term to reduce mask complexity and applying GPU acceleration to overcome computational bottlenecks. To further enhance printability and fast iterative convergence, we propose a novel deep neural network delicately designed with level set intrinsic principles to facilitate the joint optimization of DNN and GPU accelerated level set optimizer. Experimental results show that DevelSet framework surpasses the state-of-the-art methods in printability and boost the runtime performance achieving instant level (around 1 second).

关键词： Deep learning Runtime Optical design Level set Neural networks graphics processing units Metals

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Research and design of CO2 Concentration Monitoring System Based on Sensor Information Acquisition Technology 11th

Research and Design of CO2 Concentration Monitoring System B...

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11th international conference on Communications, Signal Processing, and Systems, CSPS 2022

作者： Ni, Bingqian Zhang, Shiyuan School of Information Engineering Suzhou University Anhui Suzhou234000 China

ISBN: (纸本)9789819926527

In order to solve the problem of detecting CO2 concentration in the air, an information acquisition and concentration monitoring system based on CO2 concentration sensor is designed. Firstly, the overall framework of CO2 concentration monitoring system is designed, including sensor module design, signal conditioning circuit module design, main control chip circuit design and lithium battery voltage rise and fall circuit design. then, the hardware circuit connection design is carried out, including the overall connection circuit design of the main control chip stm32f103vet, the sensor circuit connection design, the LCD drive circuit design, the USB communication and upper computer data storage circuit design and the power supply circuit design. Finally, the whole software flow of CO2 concentration monitoring system is designed. the system realizes the real-time detection and storage of CO2, and can realize the information exchange and information processing of the upper computer through the data transmission interface. the system plays a very important role in improving production efficiency and energy saving and emission reduction. © 2023, the Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Integrated circuit manufacture

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GPU-accelerated Critical Path Generation with Path Constraints 40

GPU-accelerated Critical Path Generation with Path Constrain...

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40th IEEE/ACM international conference on computer aided design (ICCAD)

作者： Guo, Guannan Huang, Tsung-Wei Lin, Yibo Wong, Martin Univ Illinois Dept Elect & Comp Engn Champaign IL 61820 USA Univ Utah Dept Elect & Comp Engn Salt Lake City UT USA Peking Univ Dept Comp Sci Beijing Peoples R China Chinese Univ Hong Kong Dept Comp Sci & Engn Shatin Hong Kong Peoples R China

ISBN: (纸本)9781665445078

Path-based Analysis (PBA) is a pivotal step in Static Timing Analysis (STA) for reducing slack pessimism and improving quality of results. Optimization flows often invoke PBA repeatedly with different critical path constraints to verify correct timing behavior under certain logic cone. However, PBA is extremely time consuming and state-of-the-art PBA algorithms are hardly scaled beyond a few CPU threads under constrained search space. In order to achieve new performance milestone, in this work, we propose a new GPU-accelerated PBA algorithm which can handle extensive path constraints and quickly report arbitrary number of critical paths in constrained search space. Experimental results show that our algorithm can generated identical path report and achieve up to 102x speed up on a million-gate design compared to the state-of-the-art algorithm.

关键词： design automation graphics processing units C++ languages Filtering algorithms throughput Timing Optimization

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