2022 2nd International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC)最新文献_第2页

Session 06 会话06

2022 2nd International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC) Pub Date : 2022-05-08 DOI: 10.1109/miucc55081.2022.9781708

引用次数: 0

Using Blockchain Technology in MANETs Security 在MANETs安全中使用区块链技术

2022 2nd International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC) Pub Date : 2022-05-08 DOI: 10.1109/MIUCC55081.2022.9781696

Ahmed Said Abdel-Sattar, Marianne A. Azer

引用次数: 4

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2022 2nd International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC) Pub Date : 2022-05-08 DOI: 10.1109/miucc55081.2022.9781719

引用次数: 0

Egyart_classify: an approach to classify outpainted Egyptian monuments images using GAN and ResNet egyart_classified:一种使用GAN和ResNet对未涂漆的埃及纪念碑图像进行分类的方法

2022 2nd International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC) Pub Date : 2022-05-08 DOI: 10.1109/MIUCC55081.2022.9781780

Karim Yasser, Amr Mohamed Salama, Ahmed Amr, Loay Eldin Yehia, Samira Refaat, F. H. Ismail

{"title":"Egyart_classify: an approach to classify outpainted Egyptian monuments images using GAN and ResNet","authors":"Karim Yasser, Amr Mohamed Salama, Ahmed Amr, Loay Eldin Yehia, Samira Refaat, F. H. Ismail","doi":"10.1109/MIUCC55081.2022.9781780","DOIUrl":"https://doi.org/10.1109/MIUCC55081.2022.9781780","url":null,"abstract":"Since Egypt is the cradle of civilizations, it contains many monuments and historical places. Tourist guides need the help of machine learning techniques to aid foreigners in getting to know Egypt's great history. This paper introduces a system to recognize monuments and provides a detailed description. A significant challenge is tackled in this paper, which is recognizing cropped monuments. When a tourist captures a monument image in real life, it may be occluded by an object. The human brain fills in the blanks and completes the image automatically. Our main contribution is to use generative adversarial deep learning techniques (GAN) to outpaint the cropped image. The outpainted image is then fed into state of art classifier RESNET to classify the monument and show a detailed explanation of its remarkable history. We trained the system with a dataset collected by the team of authors. After 1000 epochs of training, the Adversarial Loss of training GAN is 0.28344184 and the validation loss is 0.30181705. The performance measures of the RESNET classifier in testing are 97.0% for accuracy, 97.1% for precision, 97.0% for recall, and 97.0% for F1-measure.","PeriodicalId":105666,"journal":{"name":"2022 2nd International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115774451","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

An approach to enhance KNN based on data clustering using K-medoid 基于k -媒质聚类的KNN增强方法

2022 2nd International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC) Pub Date : 2022-05-08 DOI: 10.1109/MIUCC55081.2022.9781724

Abdel-Fatah Karam, AbdelMoneim Helmy, Ammar Mohammed

{"title":"An approach to enhance KNN based on data clustering using K-medoid","authors":"Abdel-Fatah Karam, AbdelMoneim Helmy, Ammar Mohammed","doi":"10.1109/MIUCC55081.2022.9781724","DOIUrl":"https://doi.org/10.1109/MIUCC55081.2022.9781724","url":null,"abstract":"K-nearest-neighbor (KNN) is one of the state-of-the-art machine learning algorithms used for classification and regression tasks. In addition to being simple to understand, KNN is also versatile, spanning various applications. Despite its simplicity, it is considered a lazy classifier that does not generate a trained model but stores or memorizes training examples instead. Consequently, the prediction process using KNN becomes costly in resources and time, especially when the dataset becomes large. Also, there is no general way to choose the best distance metric during the prediction. This paper proposes a new algorithm called K-nearest Medoid KNN (KMKNN) which improves the performance of KNN in terms of prediction performance and time efficiency without a major effect on its result accuracy. The core idea of the proposed KMKNN is to cluster the dataset before the prediction to limit the distance measures to those data instances that belong to the nearest cluster of the new data. KMKNN when compared to the traditional KNN and other similar extended versions of KNN, achieves a noticeable improvement on 15 benchmark datasets. The importance of this work is primarily in large datasets or when the distance measure used is computationally expensive, which is common in the computer vision and pattern recognition domains.","PeriodicalId":105666,"journal":{"name":"2022 2nd International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123726155","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

DevSecOps: A Security Model for Infrastructure as Code Over the Cloud DevSecOps:云上作为代码的基础设施的安全模型

2022 2nd International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC) Pub Date : 2022-05-08 DOI: 10.1109/MIUCC55081.2022.9781709

Amr Ibrahim, A. Yousef, Walaa Medhat

引用次数: 5

A Proposed Ensemble Voting Model for Fake News Detection 一种假新闻检测的集成投票模型

2022 2nd International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC) Pub Date : 2022-05-08 DOI: 10.1109/MIUCC55081.2022.9781788

Sherry Girgis, Eslam Amer

引用次数: 1

Smart Hydroponie System Using Fuzzy Logic Control 基于模糊逻辑控制的智能水盆系统

2022 2nd International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC) Pub Date : 2022-05-08 DOI: 10.1109/MIUCC55081.2022.9781654

Badr Tarek Mohamed, Aml Mohamed Ahmed, A. A. Ahmed, Yasser Kamal Omar, Abdullah Medhat Makram, Khloud Khaled Fouad, Ayman Ahmed Soliman, Ahmed Mogahed Abo-Elmagd

{"title":"Smart Hydroponie System Using Fuzzy Logic Control","authors":"Badr Tarek Mohamed, Aml Mohamed Ahmed, A. A. Ahmed, Yasser Kamal Omar, Abdullah Medhat Makram, Khloud Khaled Fouad, Ayman Ahmed Soliman, Ahmed Mogahed Abo-Elmagd","doi":"10.1109/MIUCC55081.2022.9781654","DOIUrl":"https://doi.org/10.1109/MIUCC55081.2022.9781654","url":null,"abstract":"Hydroponie plant plays a critical role in the agriculture field, which is put forward as a solution to combat climate change. The paper aims to provide automatic monitoring and controlling of hydroponic plants in the greenhouse via smartphones in real-time, to reduce the problems that appear in the greenhouse system and help the farmers in the agriculture process as they still do it manually. The paper will use the nutrient film technique (NFT), the nutrient solution is diluted with the water until getting the concentration for the cultivated plant, and then the excess solution is returned to the tank and watered the plant again. The proposed model will do activities such as measuring the temperature, humidity, and water level in the plant. The system design is based on fuzzy logic, the main objective of using fuzzy logic is to develop automated precise control of the fan and water pump. The proposed model hardware is an Arduino microcontroller, dHT11 sensor, PH sensor, LDR, esp8266 Wi-Fi module, MQ135, water level, fan with 5V, micro-DC water pump, and buzzer. The back end's main functions are to control actuators, provide real-time notifications of the sensor values, and user authentication. The test result of the proposed model is displaying the status of the plant and doing an action, such as controlling fan levels, water pump, and determining the amount of PH needed for the plant. The paper will be organized as the following: first, the background, then related work that is based on the same idea, a proposed model that includes hardware, backend, user interface, and the fuzzy logic system, the paper will end with results of practical work and the conclusion of the paper.","PeriodicalId":105666,"journal":{"name":"2022 2nd International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC)","volume":"98 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127127571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

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2022 2nd International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC) Pub Date : 2022-05-08 DOI: 10.1109/miucc55081.2022.9781751

引用次数: 0

Blackhole Attack effect on MANETs' Performance 黑洞攻击对manet性能的影响

2022 2nd International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC) Pub Date : 2022-05-08 DOI: 10.1109/MIUCC55081.2022.9781680

Mai Mostafa Gaber, Marianne A. Azer

引用次数: 1