2019 Ninth International Conference on Intelligent Computing and Information Systems (ICICIS)最新文献_第4页

UCM-AODV: Utility-based Cache Management for AODV Vehicular Ad Hoc Networks UCM-AODV:基于实用程序的AODV车载自组织网络缓存管理

2019 Ninth International Conference on Intelligent Computing and Information Systems (ICICIS) Pub Date : 2019-12-01 DOI: 10.1109/ICICIS46948.2019.9014718

Ayat Nabieh, M. Sharaf, S. Ramadan, M. Marie

{"title":"UCM-AODV: Utility-based Cache Management for AODV Vehicular Ad Hoc Networks","authors":"Ayat Nabieh, M. Sharaf, S. Ramadan, M. Marie","doi":"10.1109/ICICIS46948.2019.9014718","DOIUrl":"https://doi.org/10.1109/ICICIS46948.2019.9014718","url":null,"abstract":"Data access is a crucial topic that has drawn a big attention in VANETs. One can attribute this to the prevalent network segmentation introduced by the node's mobility. Hence, cooperative cache scheme has been introduced to minimize network latency. Consequently, cooperative caching (CC) improves the data access performance in a VANETs environment. CC mandates multiple caching vehicles to share and manage cached contents. This work provides a novel system model in which cache replacement can be greatly avoided if the overheard data item (DI) is of no utility. The proposed caching scheme measures the popularity of a DI according to its utility as either high or low, based on relevant parameters. A DI is prefetched when its utility is high. Otherwise, overhearing nodes simply discard a DI if it is of low utility. The performance of the proposed scheme has been evaluated using NS2 simulator and is compared with other cooperative caching schemes. Performance analysis shows that the proposed model outperforms caching strategies found in literature. In addition, it shows a serious mitigation in delay and control overhead compared with the standard AODV.","PeriodicalId":200604,"journal":{"name":"2019 Ninth International Conference on Intelligent Computing and Information Systems (ICICIS)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122903043","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: 0

Classical and Intelligent Multivariable Controllers for Aerosonde UAV 无人机经典多变量控制器与智能多变量控制器

2019 Ninth International Conference on Intelligent Computing and Information Systems (ICICIS) Pub Date : 2019-12-01 DOI: 10.1109/ICICIS46948.2019.9014824

E. N. Mobarez, A. Sarhan, M. Ashry

{"title":"Classical and Intelligent Multivariable Controllers for Aerosonde UAV","authors":"E. N. Mobarez, A. Sarhan, M. Ashry","doi":"10.1109/ICICIS46948.2019.9014824","DOIUrl":"https://doi.org/10.1109/ICICIS46948.2019.9014824","url":null,"abstract":"In this treatise four control methods were proposed for Aerosonde UAV in both lateral and longitudinal trajectory. Two classical and two intelligent control techniques are used. The four methods are proposed to improve the autopilot response of Aerosonde. The strength and durability of the autopilot system to incomplete model (knowledge), the repudiation of wind disorder, and handle with effect of sensor's noise are theorize as essential section for Comparison analysis of the various control technicality. The 1st classical autopilot, the PID genetically tuned is proposed. Fractional order PID (FOPID) is considered as the 2nd classical control autopilot. Fuzzy controller is suggested as the 1st intelligent control technique. The 2nd intelligent control technique is adaptive neuro fuzzy inference system controller. The proposed controllers are utilized to the nonlinear and MIMO UAV model. The main substantial in this paper is stratify FOPID controller for the first time on UAV's. The comparison simulation consequence affirms the influence of this controllers in different scenario and also the effective of the ANFIS controller over the other controllers.","PeriodicalId":200604,"journal":{"name":"2019 Ninth International Conference on Intelligent Computing and Information Systems (ICICIS)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122907161","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: 4

Abnormal Action detection in video surveillance 视频监控中的异常动作检测

2019 Ninth International Conference on Intelligent Computing and Information Systems (ICICIS) Pub Date : 2019-12-01 DOI: 10.1109/ICICIS46948.2019.9014712

O. Elsayed, Noura Ahmed Mohamed Marzouky, Esraa Atef, M. Salem

引用次数: 2

Examining Hyperparameters of Neural Networks Trained Using Local Search 用局部搜索训练神经网络的超参数检验

2019 Ninth International Conference on Intelligent Computing and Information Systems (ICICIS) Pub Date : 2019-12-01 DOI: 10.1109/ICICIS46948.2019.9014658

Ahmed Aly, G. Guadagni, J. Dugan

引用次数: 0

Forecast and Manipulation of HCV Eradication in Egypt based on its National Screening Project 基于埃及国家筛查项目的HCV根除预测和操作

2019 Ninth International Conference on Intelligent Computing and Information Systems (ICICIS) Pub Date : 2019-12-01 DOI: 10.1109/ICICIS46948.2019.9014654

Norhan Khallaf, Nancy El-Hcfnawv, Osama Abd-El-Raouf

{"title":"Forecast and Manipulation of HCV Eradication in Egypt based on its National Screening Project","authors":"Norhan Khallaf, Nancy El-Hcfnawv, Osama Abd-El-Raouf","doi":"10.1109/ICICIS46948.2019.9014654","DOIUrl":"https://doi.org/10.1109/ICICIS46948.2019.9014654","url":null,"abstract":"The availability of effective direct-acting antiviral therapy for hepatitis C virus (HCV) has led to a need for inclusive screening pathways. Since 2016, the World Health Organization (WHO) has advocated for the elimination of hepatitis C virus (HCV) as a public health threat by 2030. Some research also predicted the elimination of virus c by this year. In 2017 there was a screening project in nine Upper Egypt Provinces including Giza, Fayoum, Beni-Suef, Minya, Assiut, Sohag, Qena, Luxor and Aswan with a total number of two million citizens screened. As this was a limited screening, we had to forecast the prevalence in the other provinces. Now there is a new screening program which gave us new accurate data. Based on the new data, this paper proposed sufficient attributes and statistics about the rate of HCV infection and capability of healthcare servers. These attributes include gender, Socioeconomic and education characteristic in different age groups in each province. The new screening strategic plan will cover all of Egyptian citizens aging from 15 to 79; and it's done in three phases. The first and second phases of the screening are completed but the third phase is not finished yet. So, we predicted the remaining data in the third phase by using artificial neural network, as it is an accurate prediction machine-learning tool. The artificial neural network helped to train the data of some phases and test the prediction data of the other phases with higher performance. As the data collected from two phases were not sufficient to the neural network to predict the number of HCV patients in the third phase, we had to use the Interpolating Methods to increase the data. Using the artificial neural network and queuing mathematical model, will predict which year virus C will be eliminated. According to treatment protocol of HCV will be expected the total cost of HCV patient waited in the queue.","PeriodicalId":200604,"journal":{"name":"2019 Ninth International Conference on Intelligent Computing and Information Systems (ICICIS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121276176","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

Secure Multiparty Computation via Homomorphic Encryption Library 基于同态加密库的安全多方计算

2019 Ninth International Conference on Intelligent Computing and Information Systems (ICICIS) Pub Date : 2019-12-01 DOI: 10.1109/ICICIS46948.2019.9014698

S. Ghanem, I. Moursy

{"title":"Secure Multiparty Computation via Homomorphic Encryption Library","authors":"S. Ghanem, I. Moursy","doi":"10.1109/ICICIS46948.2019.9014698","DOIUrl":"https://doi.org/10.1109/ICICIS46948.2019.9014698","url":null,"abstract":"Secure multiparty computation (MPC) is required when individuals want to privately evaluate a function over their inputs. While evaluating a common function, the participants do not reveal their inputs to each other. A homomorphic encryption (HE) scheme allows the evaluation of arbitrary computations on encrypted data without decrypting it. In theory, realizing MPC through a HE scheme is a simple and efficient approach. However, despite its promising theoretical power, the practical side of the approach remains underdeveloped. In this work, motivated by the rising MPC applications, e.g. cloud computation, a HE library is extended to provide the necessary methods for MPC. In particular HElib that implements Brakerski-Gentry-Vaikuntanathan (BGV), a HE scheme, is extended to support MPC protocols. This extension provides a broadcast protocol for the generation of a global public key by $N$ parties, where each party maintains a share of the corresponding private key. In addition, the homomorphic evaluation of functions on ciphertexts encrypted by the public key is extended. Furthermore, a decryption broadcast protocol is provided where ciphertexts are decrypted using the individual shares of the private key. The proposed extension can be adapted to other HE libraries. A second contribution of this work, is a $2^{n}$ factorial experimental design and analysis to study the memory, computation, and communication costs of HElib and the proposed extension. Four main factors are identified: the security parameter, the plaintext space, the number of levels of the evaluation function, and the number of parties. The proposed extensions are shown to be effective and efficient. On the experimented setup, it takes about 0.2 sec for multiparty key generation and 0.06 sec for multiparty decryption.","PeriodicalId":200604,"journal":{"name":"2019 Ninth International Conference on Intelligent Computing and Information Systems (ICICIS)","volume":"124 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128418256","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: 4

OA18: A New Office Actions Benchmark OA18:一个新的办公室行动基准

2019 Ninth International Conference on Intelligent Computing and Information Systems (ICICIS) Pub Date : 2019-12-01 DOI: 10.1109/ICICIS46948.2019.9014841

Bassel S. Chawkv, M. Marey, Howida A. Shedeed

引用次数: 0

2019 IEEE Ninth International Conference on Intelligent Computing and Information Systems 2019 IEEE第九届智能计算与信息系统国际会议

2019 Ninth International Conference on Intelligent Computing and Information Systems (ICICIS) Pub Date : 2019-12-01 DOI: 10.1109/icicis46948.2019.9014771

引用次数: 0

Road Surface Quality Detection using Smartphone Sensors: Egyptian Roads Case Study 使用智能手机传感器进行路面质量检测:埃及道路案例研究

2019 Ninth International Conference on Intelligent Computing and Information Systems (ICICIS) Pub Date : 2019-12-01 DOI: 10.1109/ICICIS46948.2019.9014721

Aya El-Kady, Karim Emara, M. ElEliemy, E. Shaaban

{"title":"Road Surface Quality Detection using Smartphone Sensors: Egyptian Roads Case Study","authors":"Aya El-Kady, Karim Emara, M. ElEliemy, E. Shaaban","doi":"10.1109/ICICIS46948.2019.9014721","DOIUrl":"https://doi.org/10.1109/ICICIS46948.2019.9014721","url":null,"abstract":"Road anomalies have significant negative effects on both passengers and vehicles such as traffic congestion and accidents. Nowadays, smartphones are ubiquitous and used by so many drivers, at least to know the driving directions to their destination. Several studies utilized this observation and used the smartphone embedded sensors to detect road anomalies. In this paper, we evaluate the effectiveness of this methodology with sensor readings obtained while driving in Egyptian roads. An android application is developed to record sensor readings while driving over the road anomalies. Four datasets are collected for different streets in Cairo of total duration of 80 minutes and about 50K records. To automatically label these datasets, two clustering techniques (K-Means and DBSCAN) are evaluated to give the ground truth for the sensor readings if they represent road anomalies or normal road surface. It is noticed that DBSCAN can accurately cluster sensor readings than K-Means can do. Finally, a classification model is built to classify unseen sensor readings and identify the road surface quality. An accuracy of 96% can be obtained from the built classifier confirming the effectiveness of the adopted methodology in evaluating the road surface quality in Egypt.","PeriodicalId":200604,"journal":{"name":"2019 Ninth International Conference on Intelligent Computing and Information Systems (ICICIS)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125173919","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: 5

Conference Steering Committee 会议督导委员会

2019 Ninth International Conference on Intelligent Computing and Information Systems (ICICIS) Pub Date : 2019-12-01 DOI: 10.1109/icicis46948.2019.9014794

R. Cook

引用次数: 0