Proceedings of the The International Conference on Engineering & MIS 2015最新文献_第7页

Proceedings of the The International Conference on Engineering & MIS 2015 工程与管理信息系统国际会议论文集2015

Proceedings of the The International Conference on Engineering & MIS 2015 Pub Date : 2015-09-24 DOI: 10.1145/2832987

Shadi A. Aljawarneh, Bassam Al-Shargabi

引用次数: 1

A Novel Approach for Mining Similarity Profiled Temporal Association Patterns Using Venn Diagrams 一种利用维恩图挖掘相似时序关联模式的新方法

Proceedings of the The International Conference on Engineering & MIS 2015 Pub Date : 2015-09-24 DOI: 10.1145/2832987.2833071

V. Radhakrishna, Puligadda Veereswara Kumar, V. Janaki

引用次数: 61

Performance Evaluation of AG Block Turbo Codes over Fading Channels Using BPSK 基于BPSK的AG分组Turbo码衰落信道性能评价

Proceedings of the The International Conference on Engineering & MIS 2015 Pub Date : 2015-09-24 DOI: 10.1145/2832987.2833044

Omar A. Alzubi

引用次数: 8

An Approach for Clustering Text Data Streams Using K-means and Ternary Feature Vector Based Similarity Measure 基于k均值和三元特征向量的文本数据流聚类方法

Proceedings of the The International Conference on Engineering & MIS 2015 Pub Date : 2015-09-24 DOI: 10.1145/2832987.2833081

M. PhridviRaj, C. V. Rao

引用次数: 16

Performance Impact of Texture Features on MRI Image Classification 纹理特征对MRI图像分类性能的影响

Proceedings of the The International Conference on Engineering & MIS 2015 Pub Date : 2015-09-24 DOI: 10.1145/2832987.2833063

A. Al-Badarneh, Ali Alrazqi, Hassan M. Najadat

{"title":"Performance Impact of Texture Features on MRI Image Classification","authors":"A. Al-Badarneh, Ali Alrazqi, Hassan M. Najadat","doi":"10.1145/2832987.2833063","DOIUrl":"https://doi.org/10.1145/2832987.2833063","url":null,"abstract":"The MR image texture contains a rich source of information which consists of entities that characterize brightness, color, slope, size and other characteristics. Features extraction are identifying relevant features leads to faster, easier, and better to understand images. Feature extraction process affects significantly the quality of the classification process. Accordingly, select representative features effect on classification accuracy. So, principle component analysis (PCA) used to reduce number of features. MRI classification is a computational method used to find patterns and develop classification schemes for data in very huge datasets. In this paper, we use two well-known algorithms neural network (NN) and support vector machine (SVM) for classification of MRI of the human brain. The extracted texture features passed to NN and SVM. The classifiers have been used to classify MRI as abnormal or normal. We use a large benchmark dataset of 710 MRI brain images obtained from Harvard medical school. The experimental results show that our approach achieved was 99.29 % classification accuracy achieved by NN and 97.32 % by SVM with cross-validation 10. And 99.58 % achieved by NN and 97.09 % SVM by with percentage split with 66%.","PeriodicalId":416001,"journal":{"name":"Proceedings of the The International Conference on Engineering & MIS 2015","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122428323","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

Towards Cross Project Vulnerability Prediction in Open Source Web Applications 开源Web应用跨项目漏洞预测研究

Proceedings of the The International Conference on Engineering & MIS 2015 Pub Date : 2015-09-24 DOI: 10.1145/2832987.2833051

I. Abunadi, Mamdouh Alenezi

{"title":"Towards Cross Project Vulnerability Prediction in Open Source Web Applications","authors":"I. Abunadi, Mamdouh Alenezi","doi":"10.1145/2832987.2833051","DOIUrl":"https://doi.org/10.1145/2832987.2833051","url":null,"abstract":"Building secure software is challenging, time-consuming, and expensive. Software vulnerability prediction models that identify vulnerable software components are usually used to focus security efforts, with the aim of helping to reduce the time and effort needed to secure software. Existing vulnerability prediction models use process or product metrics and machine learning techniques to identify vulnerable software components. Cross project vulnerability prediction plays a significant role in appraising the most likely vulnerable software components, specifically for new or inactive projects. Little effort has been spent to deliver clear guidelines on how to choose the training data for project vulnerability prediction. In this work, we present an empirical study aiming at clarifying how useful cross project prediction techniques in predicting software vulnerabilities. Our study employs the classification provided by different machine learning techniques to improve the detection of vulnerable components. We have elaborately compared the prediction performance of five well-known classifiers. The study is conducted on a publicly available dataset of several PHP open source web applications and in the context of cross project vulnerability prediction, which represents one of the main challenges in the vulnerability prediction field.","PeriodicalId":416001,"journal":{"name":"Proceedings of the The International Conference on Engineering & MIS 2015","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133361032","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: 18

Cost Anaylsis of Interoperable Based E-Procurement System in the Republic of Turkey 土耳其共和国基于互操作的电子采购系统成本分析

Proceedings of the The International Conference on Engineering & MIS 2015 Pub Date : 2015-09-24 DOI: 10.1145/2832987.2832999

M. Imamoglu, M. Rehan

引用次数: 0

CLBS-3: A Three-Tier Load Balancer for ensuring Fault-Tolerance of Software running in Open-Source Cloud CLBS-3:一种三层负载均衡器，用于保证开源云环境下软件的容错

Proceedings of the The International Conference on Engineering & MIS 2015 Pub Date : 2015-09-24 DOI: 10.1145/2832987.2833068

M. Shamsuddoha, Md. Shariful Alam, Syed Ali Asif, Shadi A. Aljawarneh, K. Sakib, A. Imran

引用次数: 8

Effect of the Addition of Biopolymers in Micellar Systems 生物聚合物加入胶束体系的影响

Proceedings of the The International Conference on Engineering & MIS 2015 Pub Date : 2015-09-24 DOI: 10.1145/2832987.2832991

Safia Djedri, D. Le Cerf, A. Boucherit, R. Issaadi

{"title":"Effect of the Addition of Biopolymers in Micellar Systems","authors":"Safia Djedri, D. Le Cerf, A. Boucherit, R. Issaadi","doi":"10.1145/2832987.2832991","DOIUrl":"https://doi.org/10.1145/2832987.2832991","url":null,"abstract":"The importance of the formulation of emulsions in the various industries is steadily increasing, while it affected only the area of cosmetics. It is now in the pharmaceutical, petroleum, paint and others. Surfactants and polymers are the two most important additives in the formulation of emulsions (water in oil or oil in water). Their interactions modify significantly the surface properties and rheology of these systems. The control of these properties has become a major sauced of researcher laboratories Our study is related to the petroleum field, where we intend to develop stable emulsions (microemulsion) with interfacial tensions as low as possible with appropriate rheological properties. We have been able to prepare microemulsions with interfacial tensions of the order of 10−4 mN /m but the viscosities were comparable to that of water [1]. To improve the rheological properties, we undertook to study the influence of the addition of the biopolymer in these microemulsions in order to achieve viscosities in the range of 200 mPa in a way to conserve the values of interfacial tension. In this work, we present the results obtained with the following biopolymers hydroxyethyl cellulose and hydroxyethyl hydrophobic modified, discussing particularly the mode of introduction of these biopolymers.","PeriodicalId":416001,"journal":{"name":"Proceedings of the The International Conference on Engineering & MIS 2015","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133543892","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 Experimental Study on Detecting Semantic Defects in Object-Oriented Programs using Software Reading Techniques 基于软件读取技术的面向对象程序语义缺陷检测实验研究

Proceedings of the The International Conference on Engineering & MIS 2015 Pub Date : 2015-09-24 DOI: 10.1145/2832987.2833025

A. O. Mohammed, Ziad A. Abdelnabi, Abdelsalam M. Maatuk, Abdalmunam Abdalla

引用次数: 10