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2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)最新文献

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System for fuzzy document clustering and fast fuzzy classification 系统实现了模糊文档聚类和快速模糊分类
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028711
M. Rojček
{"title":"System for fuzzy document clustering and fast fuzzy classification","authors":"M. Rojček","doi":"10.1109/CINTI.2014.7028711","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028711","url":null,"abstract":"The paper introduces uncontrolled fuzzy document clustering and fast fuzzy classification. This system is based on KMART neural network that realizes clustering, and original Fuzzy classification algorithm on the base of Fuzzy ART network that realizes classification. Both algorithms share their weights. Uncontrolled system has two separate flows: by first one we influence structure of categories (plasticity) and second one classifies without possibility to influence defined structure (stability). The paper shows legitimacy of such an approach with regard on quality and speed of classification.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129282952","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
Comparison of web applications geolocation services web应用程序地理定位服务的比较
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028717
Jirí Kysela
{"title":"Comparison of web applications geolocation services","authors":"Jirí Kysela","doi":"10.1109/CINTI.2014.7028717","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028717","url":null,"abstract":"This article deals with WiFi based geolocation in web applications. This is the only one possible method of location in mobile devices (notebook, tablet or smartphone) which are not equiped with a navigation system such as GPS - other known methods such as IP or cellular network location are not commonly used in applications due to their high inaccuracy. The location accuracy has a key role for usability of applications offering location based services (LBS) because a lot of them, widely used by public, are dependent on a very accurate location. Therefore the main goal of this article is an analysis of accuracy of WiFi geolocation services used by web applications in current web browsers. Measurement of accuracy of WiFi geolocation services and comparison between them is the result of this article.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130286842","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
Gateway redundancy protocols 网关冗余协议
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028719
Jakub Pavlík, A. Komarek, V. Sobeslav, J. Horalek
{"title":"Gateway redundancy protocols","authors":"Jakub Pavlík, A. Komarek, V. Sobeslav, J. Horalek","doi":"10.1109/CINTI.2014.7028719","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028719","url":null,"abstract":"This paper covers how to increase the availability of data networks. Issue of high available services is very actual today. Redundancy is usually solved by the Spanning Tree Protocol on the 2nd layer of ISO/OSI model. This paper is dedicated to redundancy on 3rd layer of ISO/OSI model. The goal of paper is to explore possible solutions for the default gateway redundancy to increase availability of external networks. The survey is focused on FHRP (First Hop Redundancy Protocol) protocols, description of their functionality, network communication, and basic configuration. Next aim of the paper is comparison of these protocols and real time measurements of protocol performance. Outcome of the paper is functional description of HSRP, VRRP and GLBP protocols. Meaning of parameters in communication messages of HSRP and VRRP protocols is explained further. Paper contains basic configuration for every protocol with brief explanation of configuration commands. Measurements delay of choosing new active gateway has been performed on physical topology with physical devices. Latest version of FHRP was used during these measurements. The measured results indicate that performance of tested FHRP protocols is almost equivalent.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125753675","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: 10
Comparative analysis of software routers on Linux Linux下软件路由器的比较分析
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028693
J. Horalek, J. Matyska, V. Sobeslav
{"title":"Comparative analysis of software routers on Linux","authors":"J. Horalek, J. Matyska, V. Sobeslav","doi":"10.1109/CINTI.2014.7028693","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028693","url":null,"abstract":"This article investigates the principles and possibilities of software routers and introduces results of a comparative analysis of selected routing platforms. Based on the results of a detailed analysis of software routers' behavior in several investigated parameters, the authors recommend the most suitable platform to use in teaching for solving special laboratory tasks.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126723393","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
Solving container loading problem with simulated annealing algorithm 用模拟退火算法求解集装箱装载问题
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028705
Okan Can, O. K. Sahingoz
{"title":"Solving container loading problem with simulated annealing algorithm","authors":"Okan Can, O. K. Sahingoz","doi":"10.1109/CINTI.2014.7028705","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028705","url":null,"abstract":"In the economic world, transportation is very important and decreasing transportation cost is a challenging issue. To decrease this cost, increasing the efficiency of loading containers is very important, and this problem mainly named as Container Loading Problem(CLP). There are many researches about CLP with different type of approaches. In the literature, solutions are generally lined up as Heuristic and Meta-Heuristic approaches. Simulated annealing (SA) algorithm is a meta-heuristic approach. The most important advantage of SA is avoiding from local optimums. In this paper, a single CLP is solved by using simulated annealing algorithm. Proposed system algorithm and experimental results are presented. These results showed that SA is an acceptable solution approach for CLP type problems.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121890649","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
Insect pheromone strategy for the robots coordination — Reaction on loss communication 机器人昆虫信息素协调策略——失联反应
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028653
J. Zelenka, T. Kasanický
{"title":"Insect pheromone strategy for the robots coordination — Reaction on loss communication","authors":"J. Zelenka, T. Kasanický","doi":"10.1109/CINTI.2014.7028653","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028653","url":null,"abstract":"This paper represents biologically inspired control strategy for a group of robots. A descripted method was developed to solve exploration and monitoring tasks. The main goal of our work was to develop a simple and powerful algorithm which will accept dynamical changes in the number of robot swarm in line with its mission. This algorithm is suitable for situations where unpredictable conditions may lead to failures in multi-robotics system and the completion of the mission is endangered. In this article we would like to focus on the investigation of the actual characteristics of a simple pheromone based algorithm in a situation where there is a sudden failure in communication.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126910485","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: 8
An ontology driven credit risk scoring model 本体驱动的信用风险评分模型
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028694
Sasa Arsovski, B. Markoski, P. Pecev, L. Ratgeber, Nikolaj Petrov
{"title":"An ontology driven credit risk scoring model","authors":"Sasa Arsovski, B. Markoski, P. Pecev, L. Ratgeber, Nikolaj Petrov","doi":"10.1109/CINTI.2014.7028694","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028694","url":null,"abstract":"In this paper, the authors propose a model for credit risk management. Two main aspects of credit risk management are analyzed. The first aspect of this paper discusses techniques for reducing the risk of investments using standard commercial bank methods for client scoring. The second aspect deals with social, political and development components of investment. In this paper, ontology is used to enable the implementation of domain knowledge to support decision-making and client scoring in government development funds. Authors propose an integrated ontological model for evaluating client applications, which incorporates both: the default risk of investment and the development component of the investment.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129095527","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
Efficient people re-identification based on models of human clothes 基于人体服装模型的高效人员再识别
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028664
S. Hommel, Darius Malysiak, U. Handmann
{"title":"Efficient people re-identification based on models of human clothes","authors":"S. Hommel, Darius Malysiak, U. Handmann","doi":"10.1109/CINTI.2014.7028664","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028664","url":null,"abstract":"In this paper, we describe an efficient method for a fast people re-identification based on models of human clothes. An initial model is estimated during people detection and tracking, which will be refined during the re-identification. This stepwise extraction, combination and comparing of features speeds up the whole re-identification. For the refining, several saliency maps are used to extract individual features. These individual features are located separately for any human body part. The body parts are located with an optimized GPU-based HOG detector. Furthermore, we introduce a meanshift-based fusion concept which utilizes multiple detectors in order to increase the detection reliability.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"831 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123291598","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
A full-duplex listening structure for network and application monitoring 全双工监听结构，用于网络和应用监控
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028691
Gunjae Yoon, Wonjoon Lee, Jungdo Park, Hoon Choi
{"title":"A full-duplex listening structure for network and application monitoring","authors":"Gunjae Yoon, Wonjoon Lee, Jungdo Park, Hoon Choi","doi":"10.1109/CINTI.2014.7028691","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028691","url":null,"abstract":"A monitoring system is needed in order for DDS middleware to become more widely used in warfare, finance, and traffic control systems. Here, we propose a programming pattern that functions as a full-duplex listening structure, and apply it to implement tools for DDS monitoring and analysis. The full-duplex listening structure allows each of the multiple modules to independently perceive events, and then determine appropriate behavior for each event. Because this structure implements event-generating and event-consuming processes in parallel, it reduces development time and cost.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128391097","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
NSPRING: Normalization-supported SPRING for subsequence matching on time series streams NSPRING:支持规范化的SPRING，用于时间序列流上的子序列匹配
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028704
Xueyuan Gong, Yain-Whar Si, S. Fong, Sabah Mohammed
{"title":"NSPRING: Normalization-supported SPRING for subsequence matching on time series streams","authors":"Xueyuan Gong, Yain-Whar Si, S. Fong, Sabah Mohammed","doi":"10.1109/CINTI.2014.7028704","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028704","url":null,"abstract":"Mining sequences and patterns in time series data streams have a tremendous growth of interest in todays world. The rapid progress of data collection and the web technologies yield tremendous growth of flowing data in various complex forms that need to be analyzed on fly. Traditional data mining methods typically that require to process data by scanning it multiple times are infeasible for stream data applications. However, new techniques like SPRING attempts to solve these challenges by identifying sequences of patterns on time series streams, whose time and space complexity are linear. Unfortunately, SPRING does not support normalization. As many researchers accepted that normalization is necessary, so SPRING is not applicable for most data sets. In this paper, we are proposing an approach called NSPRING based on SPRING. NSPRING extends the advantages of SPRING, e.g. low in time and space complexity, while it can support normalization. More interestingly, NSPRING retains similar mining accuracy to SPRING.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129849194","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: 8
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