2015 6th International Conference on Intelligent Systems, Modelling and Simulation最新文献_第2页

Analysis of Effectiveness of Apriori and Frequent Pattern Tree Algorithm in Software Engineering Data Mining Apriori和频繁模式树算法在软件工程数据挖掘中的有效性分析

2015 6th International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2015-02-09 DOI: 10.1109/ISMS.2015.24

M. Asif, Jamil Ahmed

引用次数: 10

EEG Encryption Scheme with Junk Data Using Chaos Maps 基于混沌映射的垃圾数据脑电图加密方案

2015 6th International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2015-02-09 DOI: 10.1109/ISMS.2015.25

Jung-Sook Kim, Jang-Young Chung

引用次数: 2

Cough Sound Analysis for Pneumonia and Asthma Classification in Pediatric Population 小儿肺炎和哮喘分型的咳嗽声分析

2015 6th International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2015-02-09 DOI: 10.1109/ISMS.2015.41

Yusuf A. Amrulloh, U. Abeyratne, V. Swarnkar, R. Triasih

{"title":"Cough Sound Analysis for Pneumonia and Asthma Classification in Pediatric Population","authors":"Yusuf A. Amrulloh, U. Abeyratne, V. Swarnkar, R. Triasih","doi":"10.1109/ISMS.2015.41","DOIUrl":"https://doi.org/10.1109/ISMS.2015.41","url":null,"abstract":"Pneumonia and asthma are the common diseases in pediatric population. The diseases share some similarities of symptoms that make them difficult to separate without the proper diagnostic tools. The majority of pneumonia cases occur in the third world countries wherein even the basic diagnostic tools (e.g.: x-ray) are extremely rare. In these countries, the WHO recommends using rapid breathing and chest in-drawing as approach to diagnose pneumonia in children with cough. As the results, many asthma patients were misdiagnosed as pneumonia and prescribed for unnecessary antibiotic treatment. In this study, we propose a cough sound analysis based method to differentiate pneumonia from asthma. Cough is the major symptom of pneumonia and asthma. Past studies showed the acoustic of cough sounds may carry important information related with the diseases. However, there were no attempts to use cough sounds to separate pneumonia and asthma in pediatric population. Our method extracted sound features such as Mel-frequency cepstral coefficients, non-Gaussianity score and Shannon entropy. The features were then used to develop artificial neural network classifiers. Tested using leave one out validation technique in eighteen subjects, our method achieved sensitivity, specificity and Kappa of 89%, 100%, and 0.89 respectively. The results show the potential of our method to be developed as a tool to differentiate pneumonia from asthma in remote areas.","PeriodicalId":128830,"journal":{"name":"2015 6th International Conference on Intelligent Systems, Modelling and Simulation","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116802403","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: 49

Practical vs. Simulated Results of ISA100 Physical Layer ISA100物理层的实际与模拟结果

2015 6th International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2015-02-09 DOI: 10.1109/ISMS.2015.47

A. Al-Yami, Wajih A. Abu-Al-Saud, A. Zidouri

引用次数: 6

Working Memory Impairments Limitations of Normal Children's in Visual Stimuli Using Event-Related Potentials 正常儿童在事件相关电位视觉刺激下的工作记忆障碍

2015 6th International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2015-02-09 DOI: 10.1109/ISMS.2015.32

S. Z. Mohd Tumari, R. Sudirman

引用次数: 0

Progressive Pixel-to-Pixel Evaluation to Obtain the Hard and Smooth Region for Image Compression 渐进式像素到像素评估以获得图像压缩的硬平滑区域

2015 6th International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2015-02-09 DOI: 10.1109/ISMS.2015.56

N. Taujuddin, R. Ibrahim, S. Sari

引用次数: 9

Self Tuning Fuzzy Logic Controlling Chopper Operation of Four Quadrants Drive DC Chopper for Low Cost Electric Vehicle 低成本电动汽车四象限驱动直流斩波自整定模糊控制斩波运算

2015 6th International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2015-02-09 DOI: 10.1109/ISMS.2015.34

S. Arof

引用次数: 24

Optimal Voltage Regulation and Profile Control for Maximum Distributed Generation Penetration 最大分布式发电渗透的最优电压调节和剖面控制

2015 6th International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2015-02-09 DOI: 10.1109/ISMS.2015.44

John Baptist Nkwanga, N. Kakimoto

引用次数: 0

Design and Implementation of an Uncoupled and Parallelly Actuated Control for the Highly Nonlinear Suspension System of a Maglev Train 磁悬浮列车高度非线性悬架系统解耦合并联驱动控制的设计与实现

2015 6th International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2015-02-09 DOI: 10.1109/ISMS.2015.13

D. Moreno

{"title":"Design and Implementation of an Uncoupled and Parallelly Actuated Control for the Highly Nonlinear Suspension System of a Maglev Train","authors":"D. Moreno","doi":"10.1109/ISMS.2015.13","DOIUrl":"https://doi.org/10.1109/ISMS.2015.13","url":null,"abstract":"As the technologies used in automatic machines are becoming more advanced, the requirements for their control systems are growing in complexity alongside them. This is specially true when talking about the state-of-the-art technologies used in transportation, as is the highly nonlinear Electromagnetic Suspension (EMS) system of a high-speed Magnetic Levitation (Maglev) train, where a very accurate and highly robust control system is required. The implementation of a control of this type requires of a deep knowledge of the physics behind the system, followed by the design of a high performance control, even when using standard control methods. Moreover, as the Maglev technology is still very new and under development, seldom it is possible to test a developed control on a real Maglev system for getting accurate experimental results. Therefore the importance of this work, which explores, through simulation and experimental tests, the development and implementation of an uncoupled and parallelly actuated PID control for the purpose of levitating an accurately scaled Maglev EMS system (a 1:29 scaled prototype of the EMS system in a bogie of the Shanghai Maglev train), yielding valuable experimental results. The results obtained show that the levitation is feasible by using the purposed control technique, but they also highlight the importance of taking into account the inherent coupling of the system for achieving better performance results.","PeriodicalId":128830,"journal":{"name":"2015 6th International Conference on Intelligent Systems, Modelling and Simulation","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134265127","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

Application of First-Order Logic Inference in Vietnamese Question Answering System 一阶逻辑推理在越南语问答系统中的应用

2015 6th International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2015-02-09 DOI: 10.1109/ISMS.2015.14

Huy V. Nguyen, Dang Tuan Nguyen

引用次数: 1