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2010 International Conference on Intelligent Systems, Modelling and Simulation最新文献

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Technical Challenges in Network-Centric Control and Communication Systems 以网络为中心的控制和通信系统的技术挑战
2010 International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2010-01-27 DOI: 10.1109/ISMS.2010.55
V. Tsoulkas, L. Dritsas, A. Pantelous
{"title":"Technical Challenges in Network-Centric Control and Communication Systems","authors":"V. Tsoulkas, L. Dritsas, A. Pantelous","doi":"10.1109/ISMS.2010.55","DOIUrl":"https://doi.org/10.1109/ISMS.2010.55","url":null,"abstract":"This paper is concerned with the technical challenges arising from the emerging unification of network-centric control and communications. Specifically we are following two main directions. Firstly we briefly explore the current trends in the development of advanced satellite communications and hybrid satellite/terrestrial networks. Various technical issues are addressed and discussed within the field of integrated satellite systems and novel network architectures. Secondly we are concerned with the fast developing area of networked con-trolled systems (NCSs). In that respect relevant research problems are investigated in conjunction with possible future directions. Finally we conclude providing some specific research and development efforts related to state of the art integrated systems and services lying at the intersection of the above two categories and which are initiated and supported by international government and industrial organizations.","PeriodicalId":434315,"journal":{"name":"2010 International Conference on Intelligent Systems, Modelling and Simulation","volume":"173 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124230392","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
A Two Phase Clustering Method for Intelligent Customer Segmentation 智能客户细分的两阶段聚类方法
2010 International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2010-01-27 DOI: 10.1109/ISMS.2010.48
M. Namvar, M. Gholamian, Sahand KhakAbi
{"title":"A Two Phase Clustering Method for Intelligent Customer Segmentation","authors":"M. Namvar, M. Gholamian, Sahand KhakAbi","doi":"10.1109/ISMS.2010.48","DOIUrl":"https://doi.org/10.1109/ISMS.2010.48","url":null,"abstract":"Customer Segmentation is an increasingly significant issue in today’s competitive commercial area. Many literatures have reviewed the application of data mining technology in customer segmentation, and achieved sound effectives. But in the most cases, it is performed using customer data from a special point of view, rather than from systematical method considering all stages of CRM. This paper, with the aid of data mining tools, constructs a new customer segmentation method based on RFM, demographic and LTV data. The new customer segmentation method consists of two phases. Firstly, with K-means clustering, customers are clustered into different segments regarding their RFM. Secondly, using demographic data, each cluster again is partitioned into new clusters. Finally, using LTV, a profile for customer is created. The method has been applied to a dataset from Iranian bank, which resulted in some useful management measures and suggestions.","PeriodicalId":434315,"journal":{"name":"2010 International Conference on Intelligent Systems, Modelling and Simulation","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114965159","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: 67
Usage of Embedded Process Functional Language as a Modeling Tool for Embedded Systems Development 嵌入式过程函数语言作为嵌入式系统开发建模工具的应用
2010 International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2010-01-27 DOI: 10.1109/ISMS.2010.33
M. Behálek, Petr Šaloun
{"title":"Usage of Embedded Process Functional Language as a Modeling Tool for Embedded Systems Development","authors":"M. Behálek, Petr Šaloun","doi":"10.1109/ISMS.2010.33","DOIUrl":"https://doi.org/10.1109/ISMS.2010.33","url":null,"abstract":"Demands on development process of embedded systems are increasing. To address these demands we can for example use different agile methodologies. Agile methodologies often try to eliminate different development risks as early as possible in development cycle. Solution can be a working model or prototype of at least critical system parts. Functional languages are very attractive from this perspective. They have several interesting properties like excellent abstraction mechanism; produced code is concise and extensible. These languages can be used as a tool producing a kind of executable design. In this paper we present our work on a domain specific functional language targeted for embedded systems -Embedded Process Functional Language. This high level language can be used like a modeling tool or a prototyping language in early development phases. It uses other technologies (even other functional languages) created for embedded systems development on lower levels.","PeriodicalId":434315,"journal":{"name":"2010 International Conference on Intelligent Systems, Modelling and Simulation","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121938500","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
A Three-Stage Method to Select Informative Genes from Gene Expression Data in Classifying Cancer Classes 从基因表达数据中选择信息基因的三段式方法用于癌症分类
2010 International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2010-01-27 DOI: 10.1109/ISMS.2010.39
M. S. Mohamad, S. Omatu, S. Deris, M. Yoshioka
{"title":"A Three-Stage Method to Select Informative Genes from Gene Expression Data in Classifying Cancer Classes","authors":"M. S. Mohamad, S. Omatu, S. Deris, M. Yoshioka","doi":"10.1109/ISMS.2010.39","DOIUrl":"https://doi.org/10.1109/ISMS.2010.39","url":null,"abstract":"The process of gene selection for the cancer classification faces with a major problem due to the properties of the data such as the small number of samples compared to the huge number of genes, irrelevant genes, and noisy data. Hence, this paper aims to select a near-optimal (small) subset of informative genes that is most relevant for the cancer classification. To achieve the aim, a three-stage method has been proposed. It has three stages: 1) pre-selecting genes using a filter method; 2) optimizing the gene subset using a multi-objective hybrid method; 3) analyzing the frequency of appearance of each gene. By performing experiments on three public gene expression data sets, classification accuracies and the number of selected genes of the proposed method are better than those of other experimented methods and previous works. A list of informative genes in the final gene subsets is also presented for biological usage.","PeriodicalId":434315,"journal":{"name":"2010 International Conference on Intelligent Systems, Modelling and Simulation","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125910673","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
New Advances on Modelling Control Processes Applied to Detection Trains Operations 检测列车运行控制过程建模新进展
2010 International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2010-01-27 DOI: 10.1109/ISMS.2010.80
JD. Sanz-Bobi, G. Romero, J. Félez, R. Galán
{"title":"New Advances on Modelling Control Processes Applied to Detection Trains Operations","authors":"JD. Sanz-Bobi, G. Romero, J. Félez, R. Galán","doi":"10.1109/ISMS.2010.80","DOIUrl":"https://doi.org/10.1109/ISMS.2010.80","url":null,"abstract":"In the main frame of the optimal control process has to be focused this work, where a methodology based on the performance of Genetic Algorithms to be used to search the appropriate knowledge base, defined in the sense of Fuzzy Logic, for the process controller. Two stages have to be considered to obtain the control system - Initial Stage and Conclusions Phase. First point search the control law for the reference functional point and defines design concepts and how to do it works. Second stage search allows adjusting the control action according to the dynamic of the process during its cycle-life.","PeriodicalId":434315,"journal":{"name":"2010 International Conference on Intelligent Systems, Modelling and Simulation","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127907417","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
Preliminary Study on Gesture Recognition for Walking-Stick Interface 手杖界面手势识别的初步研究
2010 International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2010-01-27 DOI: 10.1109/ISMS.2010.23
T. Ito
{"title":"Preliminary Study on Gesture Recognition for Walking-Stick Interface","authors":"T. Ito","doi":"10.1109/ISMS.2010.23","DOIUrl":"https://doi.org/10.1109/ISMS.2010.23","url":null,"abstract":"This paper proposes a walking stick-based human interface for senior people towards ubiquitous society. This study focuses on the gesture interaction, which could be performed by the senior people as a means of input signal using the stick-based interface system without any prior knowledge or practice. Using the prototype system of the stick-based human interface developed in this study, gesture recognition experiments were conducted to see if the gesture could be understood in the proposed method in this study. The test results show that the gesture could be recognized in a high performance in certain conditions, which could be carried out under general restrictions of use. This paper reviews the results of the experiments and discusses the feasibility of the interface.","PeriodicalId":434315,"journal":{"name":"2010 International Conference on Intelligent Systems, Modelling and Simulation","volume":"433 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115490501","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
Graphene Nanoribbon Fermi Energy Model in Parabolic Band Structure 抛物带结构的石墨烯纳米带费米能量模型
2010 International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2010-01-27 DOI: 10.1109/ISMS.2010.78
M. Ahmadi, R. Ismail
{"title":"Graphene Nanoribbon Fermi Energy Model in Parabolic Band Structure","authors":"M. Ahmadi, R. Ismail","doi":"10.1109/ISMS.2010.78","DOIUrl":"https://doi.org/10.1109/ISMS.2010.78","url":null,"abstract":"Graphene nanoribbon (GNR) has possibility to overcome the carbon nanotube chirality challenge as a nanoscale device channel. Because of one dimensional behavior of GNR, carrier statistic study is attractive. More research work has been done on carrier statistic study of GNR especially in Boltzmann approximation (Nondegenerate regime). Based on quantum confinement effect to improve the fundamental studies in degenerate regime we focused on, parabolic part of GNR band energy. Our method demonstrates that the band energy of GNR near to the minimum band energy is parabolic. In this part of the band structure, Fermi-Dirac integrals are sufficient for carrier concentration study. Similar to any other one dimensional device in nondegenerate regime Fermi energy shows temperature dependent behavior, on the other hand normalized Fermi energy with respect to the band edge is function of carrier concentration in the degenerate regime. However band structure is not parabolic in other parts of the band energy and numerical solution of GNR Femi-Dirac integrals are needed","PeriodicalId":434315,"journal":{"name":"2010 International Conference on Intelligent Systems, Modelling and Simulation","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131105489","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
Harmony Search Based Supervised Training of Artificial Neural Networks 基于和谐搜索的人工神经网络监督训练
2010 International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2010-01-27 DOI: 10.1109/ISMS.2010.31
Ali Kattan, R. Abdullah, R. A. Salam
{"title":"Harmony Search Based Supervised Training of Artificial Neural Networks","authors":"Ali Kattan, R. Abdullah, R. A. Salam","doi":"10.1109/ISMS.2010.31","DOIUrl":"https://doi.org/10.1109/ISMS.2010.31","url":null,"abstract":"This paper presents a novel technique for the supervised training of feed-forward artificial neural networks (ANN) using the Harmony Search (HS) algorithm. HS is a stochastic meta-heuristic that is inspired from the improvisation process of musicians. Unlike Backpropagation, HS is non-trajectory driven. By modifying an existing improved version of HS & adopting a suitable ANN data representation, we propose a training technique where two of HS probabilistic parameters are determined dynamically based on the best-to-worst (BtW) harmony ratio in the current harmony memory instead of the improvisation count. This would be more suitable for ANN training since parameters and termination would depend on the quality of the attained solution. We have empirically tested and verified our technique by training an ANN with a benchmarking problem. In terms of overall training time and recognition, our results have revealed that our method is superior to both the original improved HS and standard Backpropagation.","PeriodicalId":434315,"journal":{"name":"2010 International Conference on Intelligent Systems, Modelling and Simulation","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126512330","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: 73
Security Mechanisms in Network Protocols 网络协议中的安全机制
2010 International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2010-01-27 DOI: 10.1109/ISMS.2010.83
M. Kolodziejczyk, M. Ogiela
{"title":"Security Mechanisms in Network Protocols","authors":"M. Kolodziejczyk, M. Ogiela","doi":"10.1109/ISMS.2010.83","DOIUrl":"https://doi.org/10.1109/ISMS.2010.83","url":null,"abstract":"This paper describes few, popular security mechanisms used by network protocols. Many of protocols were designed with assumption that there are no intruders, that every device in the network should trust to other devices and users. Such assumption was true many years ago. The network situation has been changed for last ten years and we should realize that some properties of existing protocols may be abused. Basic level of trust is necessary, but if this level is too high, standard protocols may be abused. This paper is also an attempt to create some basic rules and requirements which should be met by secure network protocols.","PeriodicalId":434315,"journal":{"name":"2010 International Conference on Intelligent Systems, Modelling and Simulation","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124499956","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
Bees_ Ants Based Routing Algorithm 基于蜜蜂的路由算法
2010 International Conference on Intelligent Systems, Modelling and Simulation Pub Date : 2010-01-27 DOI: 10.1109/ISMS.2010.70
E. Maghayreh, Salam Abu Al-Haija, Faisal Alkhateeb, Shadi A. Aljawarneh
{"title":"Bees_ Ants Based Routing Algorithm","authors":"E. Maghayreh, Salam Abu Al-Haija, Faisal Alkhateeb, Shadi A. Aljawarneh","doi":"10.1109/ISMS.2010.70","DOIUrl":"https://doi.org/10.1109/ISMS.2010.70","url":null,"abstract":"In this paper we propose a novel routing algorithm called Bees Ants algorithm. This algorithm is a combination of Ant colony based Routing Algorithm (ARA) and BeeHive based Routing Algorithm. The proposed routing algorithm depends on splitting the network into two parts; one is a fixed network and the other is a mobile ad hoc network (MANET), then applying the Ant colony based Routing Algorithm on the mobile part and the BeeHive based Routing Algorithm on the fixed one. After comparing the proposed algorithm with the ARA algorithm, it shows promising results in terms of propagation delay, queue delay, and number of hops.","PeriodicalId":434315,"journal":{"name":"2010 International Conference on Intelligent Systems, Modelling and Simulation","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122317657","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: 13
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