The Third International Conference on e-Technologies and Networks for Development (ICeND2014)最新文献_第4页

Statistical learning and multiple linear regression model for network selection using MIH 基于MIH的网络选择统计学习和多元线性回归模型

The Third International Conference on e-Technologies and Networks for Development (ICeND2014) Pub Date : 2014-04-29 DOI: 10.1109/ICEND.2014.6991378

A. Rahil, N. Mbarek, O. Togni, Mirna Atieh, Ali Fouladkar

{"title":"Statistical learning and multiple linear regression model for network selection using MIH","authors":"A. Rahil, N. Mbarek, O. Togni, Mirna Atieh, Ali Fouladkar","doi":"10.1109/ICEND.2014.6991378","DOIUrl":"https://doi.org/10.1109/ICEND.2014.6991378","url":null,"abstract":"A key requirement to provide seamless mobility and guaranteeing Quality of Service in heterogeneous environment is to select the best destination network during handover. In this paper, we propose a new schema for network selection based on Multiple Linear Regression Model (MLRM). A thorough investigation, on a huge live data collected from GPRS/UMTS networks led to identify the Key Performance Indicators (KPIs) that play the most important role in the handover process. These KPIs are: Received Signal Code Power (RSCP), received energy per chip (Ec/No)and Available Bandwidth (ABW) of the destination network. To extract a handover model from collected data, we study the correlation among values of identified KPIs parameters, before, during and after handover, thanks to a statistical learning approach, using the predictive analytics software SPSS. For model assessment, Pearson Correlation Coefficient and determination coefficient R-squared (R2) are used. Media Independent Handover (MIH) IEEE 802.21 standard is used in this work to retrieve the lower layer information of available networks and announce the handover needs (handover initiation). The proposed model will help to select the most appropriate network between many existing ones in the vicinity of the mobile node.","PeriodicalId":421311,"journal":{"name":"The Third International Conference on e-Technologies and Networks for Development (ICeND2014)","volume":"30 6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130002551","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

Efficient spectrum sensing approaches based on waveform detection 基于波形检测的高效频谱感知方法

The Third International Conference on e-Technologies and Networks for Development (ICeND2014) Pub Date : 2014-04-29 DOI: 10.1109/ICEND.2014.6991184

A. Nasser, A. Mansour, K. Yao, H. Charara, M. Chaitou

引用次数: 21

Design and implementation of an accurate real time GPS tracking system 设计并实现了一个精确的实时GPS跟踪系统

The Third International Conference on e-Technologies and Networks for Development (ICeND2014) Pub Date : 2014-04-01 DOI: 10.1109/ICEND.2014.6991376

H. Dafallah

{"title":"Design and implementation of an accurate real time GPS tracking system","authors":"H. Dafallah","doi":"10.1109/ICEND.2014.6991376","DOIUrl":"https://doi.org/10.1109/ICEND.2014.6991376","url":null,"abstract":"GPS tracking has many uses in today's world; the system can be used for children tracking, asset, car or any equipment tracking and as spy equipment. This paper presents an accurate and reliable real time tracking system using GPS (global positioning system) and GSM (global system for mobile communication) services, which was designed and implemented successfully in university of Khartoum labs. The system permits localization of a portable tracked unit and transmitting the position to the tracking centre. The GPS tracking system consists of portable tracked device attached to a person, vehicle or any asset, and the tracking center where the portable device's location should be monitored. The mobile tracked device receives its coordinates from the GPS and sends these coordinates as SMS via GSM modem to the tracking centre, which is simply a personal computer with many interface programs to display the location on Google maps using free version of Google Maps APIs (application programming interfaces). The testing shows that The system meets its objective of being low-cost, accurate, real time and adaptive for various applications.","PeriodicalId":421311,"journal":{"name":"The Third International Conference on e-Technologies and Networks for Development (ICeND2014)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114341195","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: 39

Data mining in healthcare information systems: Case studies in Northern Lebanon 医疗保健信息系统中的数据挖掘:黎巴嫩北部的案例研究

The Third International Conference on e-Technologies and Networks for Development (ICeND2014) Pub Date : 2014-04-01 DOI: 10.1109/ICEND.2014.6991370

Ahmad Shahin, W. Moudani, Fadi Chakik, Mohamad Khalil

{"title":"Data mining in healthcare information systems: Case studies in Northern Lebanon","authors":"Ahmad Shahin, W. Moudani, Fadi Chakik, Mohamad Khalil","doi":"10.1109/ICEND.2014.6991370","DOIUrl":"https://doi.org/10.1109/ICEND.2014.6991370","url":null,"abstract":"The growing demands on service quality and cost containment challenge the healthcare organizations around the world. They are particularly crucial with respect to common illness or medical conditions. One strategy that can be used to address these issues is the utilization of healthcare information systems (HIS) for decision support and knowledge management. Indeed, healthcare facilities have at their disposal vast amounts of data which are often organized into useful models. The most critical defy is to generate relevant information from this data. The extracted knowledge should support system to act in an appropriate manner. In this paper, we offer four case studies from the Lebanese healthcare domain (acute appendicitis, premature birth, Osteoporosis, and coronary heart disease) in which prediction systems were developed for decision support using data mining. Our contribution is the application, of our novel reduction technique called Dynamic Rough Sets Attribute Reduction (DRSAR) with multi classifier Random Forest (RF), in HIS. The efficiency of our approach has been carefully tackled within these case studies. Definitely, our algorithms are extendible to deal with mobile/online solutions to support patients as well for clinical diagnosis. As a first step, we also developed web-based interfaces to support patients in calculating risk level for each medical case. These interfaces could be certainly customized in the future for smartphones deployment.","PeriodicalId":421311,"journal":{"name":"The Third International Conference on e-Technologies and Networks for Development (ICeND2014)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130416195","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: 11

Graph-coloring for course scheduling — A comparative analysis based on course selection order 课程安排的图形着色——基于选课顺序的比较分析

The Third International Conference on e-Technologies and Networks for Development (ICeND2014) Pub Date : 2014-04-01 DOI: 10.1109/ICEND.2014.6991358

A. Elhassan

引用次数: 5

Analysis and evaluation of Internet Protocol Television (IPTV) 网络协议电视(IPTV)的分析与评价

The Third International Conference on e-Technologies and Networks for Development (ICeND2014) Pub Date : 2014-04-01 DOI: 10.1109/ICEND.2014.6991372

Fatima F. Al Quayed, S. S. Zaghloul

引用次数: 2