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2020 2nd International Conference on Computer and Information Sciences (ICCIS)最新文献

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Anti-Malware Efficiency Evaluation Framework 反恶意软件效率评估框架
2020 2nd International Conference on Computer and Information Sciences (ICCIS) Pub Date : 2020-10-13 DOI: 10.1109/ICCIS49240.2020.9257637
B. Alharbi, Hamdan Alzahrani, Ahmed A. Asseri, Khaled Taramisi
{"title":"Anti-Malware Efficiency Evaluation Framework","authors":"B. Alharbi, Hamdan Alzahrani, Ahmed A. Asseri, Khaled Taramisi","doi":"10.1109/ICCIS49240.2020.9257637","DOIUrl":"https://doi.org/10.1109/ICCIS49240.2020.9257637","url":null,"abstract":"Anti-malware software is one of many countermeasures applied in organizations, installed on standalone personal computers, or across a network to detect malware and malicious software. This software performs critical security functions, and vendors utilize various techniques to perform the detection processes. However, a continuous assessment of these products' processes is mandatory to ensure antivirus programs execute their functions effectively. Most evaluation approaches target the security features without including other factors that influence the evaluation results, which may not present adequate evidence of product efficiency. This paper introduces a strategic approach to select the proper criteria based on the security and operational features of anti-malware software to align the evaluation process with organizational objectives.","PeriodicalId":425637,"journal":{"name":"2020 2nd International Conference on Computer and Information Sciences (ICCIS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121409198","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
Improving Multi-Agent Cooperation Using Directed Exploration 利用定向探索改进多智能体合作
2020 2nd International Conference on Computer and Information Sciences (ICCIS) Pub Date : 2020-10-13 DOI: 10.1109/ICCIS49240.2020.9257684
Wiem Zemzem, Inès Hosni
{"title":"Improving Multi-Agent Cooperation Using Directed Exploration","authors":"Wiem Zemzem, Inès Hosni","doi":"10.1109/ICCIS49240.2020.9257684","DOIUrl":"https://doi.org/10.1109/ICCIS49240.2020.9257684","url":null,"abstract":"In this work, we are addressing the problem of fully cooperative multi-agent system (MASs) with the same common goal for all agents. Coordination question is the main focus in such systems: how to ensure that the agents' own decisions contribute to the group's jointly optimal decisions? To solve this, a new multi-agent reinforcement learning algorithm, named TM LRVS Qlearning, is introduced and tested. The usefulness of this new method is shown using a simulated hunting game.","PeriodicalId":425637,"journal":{"name":"2020 2nd International Conference on Computer and Information Sciences (ICCIS)","volume":"196 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122060063","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
Hybrid Features Extraction and Machine Learning Based Arabic Speaker Classification 基于混合特征提取和机器学习的阿拉伯语说话人分类
2020 2nd International Conference on Computer and Information Sciences (ICCIS) Pub Date : 2020-10-13 DOI: 10.1109/ICCIS49240.2020.9257699
S. Qaisar, M. Akbar
{"title":"Hybrid Features Extraction and Machine Learning Based Arabic Speaker Classification","authors":"S. Qaisar, M. Akbar","doi":"10.1109/ICCIS49240.2020.9257699","DOIUrl":"https://doi.org/10.1109/ICCIS49240.2020.9257699","url":null,"abstract":"In this era of technological advancement the machine learning and the artificial intelligence are becoming vital techniques which are extensively employedfor the establishment of smart cognitive systems. In this context, a hybrid model based Arabic speaker recognition tactic is devised. The target is to attain an effectual way out with an elevated accuracy. It is reachable by tactfullyutilizing the hybrid features extraction and the robust classification tactics. The incoming Arabic speech is denoisedand conditioned by using appropriate pre-conditioning. The Perceptive Linear Prediction Coding Coefficients (PLPCC) and the Mel-Frequency Cepstral Coefficients (MFCCs) are mined from the enhanced Arabic speech. Afterward,k-Nearest Neighbor (KNN) classifier is employed to recognize the speaker. The system attains an Arabic speaker classification accuracy of 90.8 %. It confirms the interest of embedding the designed framework in modern systems such as smart spaces like buildings, offices and homes for an effective realization of resources sharing and management.","PeriodicalId":425637,"journal":{"name":"2020 2nd International Conference on Computer and Information Sciences (ICCIS)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131509244","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
A Study of Internet of Things Protocols and Communication 物联网协议与通信研究
2020 2nd International Conference on Computer and Information Sciences (ICCIS) Pub Date : 2020-10-13 DOI: 10.1109/ICCIS49240.2020.9257652
Bador Alqahtani, Batool Alnajrani
{"title":"A Study of Internet of Things Protocols and Communication","authors":"Bador Alqahtani, Batool Alnajrani","doi":"10.1109/ICCIS49240.2020.9257652","DOIUrl":"https://doi.org/10.1109/ICCIS49240.2020.9257652","url":null,"abstract":"During the past couple of years, Internet of Things has been involved in most of the devices that we use. For instance, in mobile devices, healthcare, education, environment and so on. Internet of Things is interconnected devices that built within the sensors, network, software and hardware that collect, analyze and send information. Some of the Internet of Things protocols functionality are to let the devices communicate with each other. And to let the devices communicate safely with one another. In this paper, we provide a study of the Internet of Things architecture, and a review of Internet of Things protocols and their architectures. This comparison helps researchers to pick the protocols that meet their desire.","PeriodicalId":425637,"journal":{"name":"2020 2nd International Conference on Computer and Information Sciences (ICCIS)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132416848","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
Blockchain Technology Application In A Refuse Management System 区块链技术在垃圾管理系统中的应用
2020 2nd International Conference on Computer and Information Sciences (ICCIS) Pub Date : 2020-10-13 DOI: 10.1109/ICCIS49240.2020.9257713
Rohana Sham, A. Hussin, N. Abdamia, Suhana Mohamed, Omar Musa, R. Z. Rasi
{"title":"Blockchain Technology Application In A Refuse Management System","authors":"Rohana Sham, A. Hussin, N. Abdamia, Suhana Mohamed, Omar Musa, R. Z. Rasi","doi":"10.1109/ICCIS49240.2020.9257713","DOIUrl":"https://doi.org/10.1109/ICCIS49240.2020.9257713","url":null,"abstract":"The blockchain mechanism in managing refuse management for a household, is much needed to facilitate peer to peer exchange of data and consent within the community. This can be publicly accessible yet very secure using unanimous user authentication protection system through the blockchain mechanism. Therefore, the main aim of the study is to identify why blockchain should be used as mechanism in the refuse management system in an urban area and to propose a new model of the pollution-free environment through blockchain technology. The research embarks into a qualitative method where simulation and observation were carried out to examine the current situation. The ultimate outcome is to produce a pollution-free environment by integrating the blockchain mechanism in the refuse management system for the utilization of the surrounding community.","PeriodicalId":425637,"journal":{"name":"2020 2nd International Conference on Computer and Information Sciences (ICCIS)","volume":"139 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127275160","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
Hybrid Energy Efficient Routing Protocol for UWSNs uwsn混合节能路由协议
2020 2nd International Conference on Computer and Information Sciences (ICCIS) Pub Date : 2020-10-13 DOI: 10.1109/ICCIS49240.2020.9257682
Mona Mostafa, Hamada Esmaiel, O. Omer
{"title":"Hybrid Energy Efficient Routing Protocol for UWSNs","authors":"Mona Mostafa, Hamada Esmaiel, O. Omer","doi":"10.1109/ICCIS49240.2020.9257682","DOIUrl":"https://doi.org/10.1109/ICCIS49240.2020.9257682","url":null,"abstract":"Underwater communications had much attention in the last decade, as it has been used in civil and military applications. Nowadays, design a full coverage with a high energy-efficient network is one of the most challenges in underwater wireless sensor networks (UWSNs) due to the low data rate with high energy consumption of the acoustic waves. Meanwhile, electromagnetic, magnetic induction or optical waves have high data rates and low energy consumption but for a short communication distance. In this paper, based on the complementary features of different underwater communication technologies, a hybrid underwater communication network is proposed as an enabler of high energy efficient with considerable communication distance. Whereas the acoustic waves can be used for transmitting control signals. Meanwhile, optical waves can be used for high data rate multi-hop data packets transmission. Based on the proposed hybrid network architecture, a Hybrid Energy Efficient Routing Protocol (HEERP) has been proposed in this paper. The high potency of the proposed routing protocol is proved regarding packet delivery ratio, average network throughput, average energy consumption and average energy efficiency over conventional routing protocols via numerical simulation.","PeriodicalId":425637,"journal":{"name":"2020 2nd International Conference on Computer and Information Sciences (ICCIS)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126319644","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: 2
Improved D2D Millimeter Wave Communications for 5G Networks Using Deep Learning 利用深度学习改进5G网络的D2D毫米波通信
2020 2nd International Conference on Computer and Information Sciences (ICCIS) Pub Date : 2020-04-13 DOI: 10.1109/ICCIS49240.2020.9257634
A. Abdelreheem, Ahmed S. A. Mubarak, O. Omer, Hamada Esmaiel, U. S. Mohamed
{"title":"Improved D2D Millimeter Wave Communications for 5G Networks Using Deep Learning","authors":"A. Abdelreheem, Ahmed S. A. Mubarak, O. Omer, Hamada Esmaiel, U. S. Mohamed","doi":"10.1109/ICCIS49240.2020.9257634","DOIUrl":"https://doi.org/10.1109/ICCIS49240.2020.9257634","url":null,"abstract":"Mode selection is normally used in conjunction with Device-to-Device (D2D) millimeter wave (mmWave) communications in 5G networks to overcome the low coverage area, poor reliability and vulnerable to path blocking of mmWave transmissions. Thus, producing a high-efficient D2D mmWave using mode selection based on select the optimal mode with low complexity turns to be a big challenge towards ubiquitous D2D mmWave communications. In this paper, low complexity and high-efficient mode selection in D2D mmWave communications based on deep learning is introduced utilizing the artificial intelligence. In which, deep learning is used to estimate the optimal mode y in the case of blocking of mmWave transmission or low coverage area of mmWave communications. Then, the proposed deep learning model is based on training the model with almost use cases in offline phase to predict the optimal mode for data relaying high-reliability communication in online phase. In mode selection process, the potential D2D transmitter select the mode to transmit the data either based on dedicated D2D communication or through the cellular uplink using the base station (BS) as a relay based on several criteria. The proposed deep learning model is developed to overcome the challenges of selected the optimal mode with low complexity and high efficiency. The simulation analysis show that the proposed mode selection algorithms outperform the conventional techniques in D2D mmWave communication in the spectral efficiency, energy efficiency and coverage probability.","PeriodicalId":425637,"journal":{"name":"2020 2nd International Conference on Computer and Information Sciences (ICCIS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131246862","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
Cloud-Based Autonomous Indoor Navigation: A Case Study 基于云的自主室内导航:一个案例研究
2020 2nd International Conference on Computer and Information Sciences (ICCIS) Pub Date : 2019-02-21 DOI: 10.1109/ICCIS49240.2020.9257633
U. Baroudi, M. Alharbi, K. Alhouty, H. Baafeef, K. Alofi
{"title":"Cloud-Based Autonomous Indoor Navigation: A Case Study","authors":"U. Baroudi, M. Alharbi, K. Alhouty, H. Baafeef, K. Alofi","doi":"10.1109/ICCIS49240.2020.9257633","DOIUrl":"https://doi.org/10.1109/ICCIS49240.2020.9257633","url":null,"abstract":"This study designs, integrates and implements a cloud-enabled autonomous robotic navigation system. The system has the following features: map generation and robot coordination via cloud service and video streaming to allow online monitoring and control in case of emergency. The system has been tested to generate a map for a long corridor using two modes: manual and autonomous. The autonomous mode has shown more accurate map. In addition, the field experiments confirm the benefit of offloading the heavy computation to the cloud by significantly shortening the time required to build the map.","PeriodicalId":425637,"journal":{"name":"2020 2nd International Conference on Computer and Information Sciences (ICCIS)","volume":"204 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134260381","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
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