2017 International Conference on Communication, Control, Computing and Electronics Engineering (ICCCCEE)最新文献

Anomaly detection approach using hybrid algorithm of data mining technique 异常检测方法采用数据挖掘技术的混合算法

2017 International Conference on Communication, Control, Computing and Electronics Engineering (ICCCCEE) Pub Date : 2017-02-10 DOI: 10.1109/ICCCCEE.2017.7867661

S. Gadal, Rania A. Mokhtar

{"title":"Anomaly detection approach using hybrid algorithm of data mining technique","authors":"S. Gadal, Rania A. Mokhtar","doi":"10.1109/ICCCCEE.2017.7867661","DOIUrl":"https://doi.org/10.1109/ICCCCEE.2017.7867661","url":null,"abstract":"The excessive use of the communication networks, rising of Internet of Things leads to increases the vulnerability to the important and secret information. advance attacking techniques and number of attackers are increasing radically. Intrusion is one of the main threats to the internet. Hence security issues had been big problem, so that various techniques and approaches have been presented to address the limitations of intrusion detection system such as low accuracy, high false alarm rate, and time consuming. This paper proposes a hybrid machine learning technique for network intrusion detection based on combination of K-means clustering and Sequential Minimal Optimization (SMO) classification. It introduces hybrid approach that able to reduce the rate of false positive alarm, false negative alarm rate, to improve the detection rate and detect zero-day attackers. The NSL-KDD dataset has been used in the proposed technique.. The classification has been performed by using Sequential Minimal Optimization. After training and testing the proposed hybrid machine learning technique, the results have shown that the proposed technique (K-mean + SMO) has achieved a positive detection rate of (94.48%) and reduce the false alarm rate to (1.2%) and achieved accuracy of (97.3695%).","PeriodicalId":227798,"journal":{"name":"2017 International Conference on Communication, Control, Computing and Electronics Engineering (ICCCCEE)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134423612","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: 37

Power Flow Control and Tie Line Stiffness between Sudan and Ethiopia 苏丹和埃塞俄比亚之间的潮流控制和连接线刚度

2017 International Conference on Communication, Control, Computing and Electronics Engineering (ICCCCEE) Pub Date : 1900-01-01 DOI: 10.1109/ICCCCEE.2017.7867642

Mahmoud Elsir M. Elhassan, Yousif H. A. Rahim, A. Abbas

引用次数: 1

Design of autopilot platform using HILS approach 采用HILS方法的自动驾驶平台设计

2017 International Conference on Communication, Control, Computing and Electronics Engineering (ICCCCEE) Pub Date : 1900-01-01 DOI: 10.1109/ICCCCEE.2017.7867655

M. Elsadig, M. Elbakri

引用次数: 4

Custom in-system firmware upgrade for MSP430 Microcontrollers family using SPI 使用SPI为MSP430微控制器家族定制系统内固件升级

2017 International Conference on Communication, Control, Computing and Electronics Engineering (ICCCCEE) Pub Date : 1900-01-01 DOI: 10.1109/ICCCCEE.2017.7866701

Musaab Abdelbagi Abdelrahim Taha, Samah Mustafa

引用次数: 1

Performance analysis of Cloud Computing for distributed data center using cloud-sim 基于Cloud -sim的分布式数据中心云计算性能分析

2017 International Conference on Communication, Control, Computing and Electronics Engineering (ICCCCEE) Pub Date : 1900-01-01 DOI: 10.1109/ICCCCEE.2017.7867662

Mnahil Kher Alseed Mohammed Alnazir, A. Mustafa, H. Ali, Amir Ahmed Omer Yousif

引用次数: 12

Practical considerations for interfacing operational amplifiers with analog to digital converters in microcontrollers 在微控制器中将运算放大器与模数转换器接口的实际考虑

2017 International Conference on Communication, Control, Computing and Electronics Engineering (ICCCCEE) Pub Date : 1900-01-01 DOI: 10.1109/ICCCCEE.2017.7867635

A. Mohammed, Samah M. Nafie

引用次数: 1

BER performance improvement of V2I communication by using OFDM IM exploiting all subcarrier activation patternser 利用全子载波激活模式提高V2I通信的误码率

2017 International Conference on Communication, Control, Computing and Electronics Engineering (ICCCCEE) Pub Date : 1900-01-01 DOI: 10.1109/ICCCCEE.2017.7866084

Sahar Abdulaziz Altalib, B. M. Ali, A. Siddiq

引用次数: 4

A modified sphere detection algorithm with lower complexity for MIMO detection 一种改进的低复杂度球面检测算法用于MIMO检测

2017 International Conference on Communication, Control, Computing and Electronics Engineering (ICCCCEE) Pub Date : 1900-01-01 DOI: 10.1109/ICCCCEE.2017.7867638

Yingjie Wen, Lenan Wu

引用次数: 3

Evaluation of the quality of encoded Quran digital audio recording 编码的《古兰经》数字录音质量评价

2017 International Conference on Communication, Control, Computing and Electronics Engineering (ICCCCEE) Pub Date : 1900-01-01 DOI: 10.1109/ICCCCEE.2017.7867657

M. Mirghani, Hadeel Osman Madane

{"title":"Evaluation of the quality of encoded Quran digital audio recording","authors":"M. Mirghani, Hadeel Osman Madane","doi":"10.1109/ICCCCEE.2017.7867657","DOIUrl":"https://doi.org/10.1109/ICCCCEE.2017.7867657","url":null,"abstract":"Digital audio compression is applied to reduce the data rate required to send audio stream through band limited communication networks, as well as reducing the size of data storage in case of recording audio streams. It is common to apply lossy audio compression algorithms in many applications, which provide higher compression at the expense of the fidelity. MPEG-1&2 Audio Layer III, or MP3, is encoding format for digital audio that uses a form of lossy data compression. It is a regular audio format for consumer audio streaming or storage, and a standard of digital audio compression for the transfer and playback of music on the majority of digital audio players. However, the quality of audio encoding depends on the phonemes of sound that distinguish one word from another in a particular language. Most of speech models applied in audio compression relies on phonemes of English language, rather than those of Arabic language. Therefore, audio encoding of Holly Quran for recording on digital media is highly affected by these differences in the models used. Consequently, serious errors could be produced during the playback of Quran Kareem, which may change the meaning and quality of the output stream. The main objective of this paper is to discuss and evaluate encoding methods for speech in Arabic language accents, focusing on deterioration occurs in producing correct and clear Quran digital audio recording.","PeriodicalId":227798,"journal":{"name":"2017 International Conference on Communication, Control, Computing and Electronics Engineering (ICCCCEE)","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115841857","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

Indoor navigation algorithm for mobile robot using wireless sensor networks 基于无线传感器网络的移动机器人室内导航算法

2017 International Conference on Communication, Control, Computing and Electronics Engineering (ICCCCEE) Pub Date : 1900-01-01 DOI: 10.1109/ICCCCEE.2017.7866693

Osman Mudathir Elfadil, Y. M. Alkasim, Esra B. Abbas

引用次数: 5