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A FRAMEWORK FOR OVERLAPPING CLUSTERING 11

A FRAMEWORK FOR OVERLAPPING CLUSTERING

引用

11th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear science (FLINS)

作者： Zhang, Qi Yang, Yan Wang, Hongjun Teng, Fei Southwest Jiaotong Univ Sch Informat Sci & Technol Chengdu 610031 Sichuan Peoples R China

ISBN: (纸本)9789814619967

Nowadays, many real world datasets are inherently overlapping clusters, and it is also a critical problem for the clustering analysis techniques to partition partially overlapping clusters. In this paper we propose a framework for overlapping clustering, and it consists of clustering, selecting and aggregation. In the clustering part, all kinds of clustering algorithms are suitable. In the selecting part, we propose a method called ConSim (confusion-similarity) to select some overlapping clusters. In the aggregation part, the selected clusters will be blended, and the overlapping objects will be found out. The framework is more flexible and powerful and it is demonstrated effective through experiments on datasets.

关键词： Clustering algorithms

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THE CONTRIBUTION OF FUZZY SETS TO DECISION scienceS 11

THE CONTRIBUTION OF FUZZY SETS TO DECISION SCIENCES

引用

11th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear science (FLINS)

作者： Dubois, D. Univ Toulouse CNRS IRIT Toulouse France

ISBN: (纸本)9789814619967

We try to provide a tentative assessment of the role of fuzzy sets in decision analysis. We discuss membership functions, aggregation operations, linguistic variables, fuzzy intervals and valued preference relations. The importance of the notion of bipolarity and the potential of qualitative evaluation methods are also pointed out. We take a critical standpoint on the state of the art, in order to highlight the actual achievements and point out research directions for the future.

关键词： Decision qualitative value scales aggregation linguistic variables preference relations fuzzy intervals ranking methods

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DETERMINING AND PRIORITIZING MAIN FACTORS OF SUPPLIER RELIABILITY 11

DETERMINING AND PRIORITIZING MAIN FACTORS OF SUPPLIER RELIAB...

引用

11th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear science (FLINS)

作者： Kaylian, Behice Meltem Cebi, Selcuk Karadeniz Tech Univ Dept Ind Engn TR-61080 Trabzon Turkey

ISBN: (纸本)9789814619967

In this study, supplier reliability is considered as a criterion for selecting the suppliers. Although, there are dozens of studies in the literature that use different models on supplier performance evaluation, only in a few of these studies supplier's reliability is taken as a parameter of the evaluation. The goal of this study is to determine the factors which play important role on the reliability of suppliers and analyze the importance degrees of these factors. For this purpose, fuzzy DEMATEL method which is frequently preferred in the literature is used in order to analyze interaction among the factors.

关键词： Reliability

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BIPOLARITY IN SOCIAL scienceS AND MATHEMATICS 11

BIPOLARITY IN SOCIAL SCIENCES AND MATHEMATICS

引用

11th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear science (FLINS)

作者： Franco, Camilo A. Tinguaro Rodriguez, J. Montero, Javier Univ Copenhagen Dept Food & Resource Econ DK-1958 Frederiksberg Denmark Univ Complutense Madrid Fac Math E-28040 Madrid Spain

ISBN: (纸本)9789814619967

The polarity of concepts and the dialectic process by which its meaning emerges has been subject of interest since the ancient Greeks. Recently, the term Bipolarity has been used in social and mathematical sciences, referring to the measurement of the meaning of concepts. It is claimed that the measuring process has to consider at least an associated pair of meaningful opposites, such that some type of structure is used to analyze the aspect of reality that is being modeled. From this point of view, we take a quick overview on the genealogy of Bipolarity, discussing some ideas about the nature of negative knowledge, and how it has been examined recently, and not so recently, by the mathematical community.

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GRANULAR FUZZY SYSTEMS: A NEW DIRECTION IN SOFT COMPUTING AND HUMAN CENTRIC DECISION-MAKING 11

GRANULAR FUZZY SYSTEMS: A NEW DIRECTION IN SOFT COMPUTING AN...

引用

11th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear science (FLINS)

作者： Pedrycz, Witold Univ Alberta Dept Elect & Comp Engn Edmonton AB Canada King Abdulaziz Univ Dept Elect & Comp Engn Jeddah 21589 Saudi Arabia Polish Acad Sci Syst Res Inst Warsaw Poland

ISBN: (纸本)9789814619967

In numerous real-world problems including a broad range of decision-making tasks, we are faced with a diversity of locally available distributed sources of data and expert knowledge, with which one has to interact, reconcile and form a global and user-oriented model of the system under consideration. While the technology of Soft Computing has been playing a vital and highly visible role with this regard, there are still a number of challenges inherently manifesting in these problems when dealing with collaboration, reconciliation, and efficient fusion of various sources of knowledge. To prudently address these problems, in this study, we introduce a concept of granular fuzzy systems forming an essential generalization of fuzzy systems pursued in Soft Computing. information granularity of fuzzy sets used in these models is formalized in the framework of Granular Computing. We briefly elaborate on the fundamentals of Granular Computing including (i) a principle of justifiable granularity, (ii) an allocation of information granularity being sought as an essential design asset, and (iii) an emergence of higher type and higher order information granules in investigations of hierarchical architectures of systems. We show the roles of these principles in the analysis and synthesis of granular fuzzy systems. A class of group decision-making problems is studied in detail. We investigate granular AHP models and demonstrate a pivotal role of information granularity in the generalization of these constructs.

关键词： Fuzzy systems

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A NOVEL FRAMEWORK FOR VALIDATING DYNAMIC WEB APPLICATIONS WITH MULTI LANGUAGE INTEGRATION ACROSS DIFFERENT PLATFORMS 11

A NOVEL FRAMEWORK FOR VALIDATING DYNAMIC WEB APPLICATIONS WI...

引用

11th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear science (FLINS)

作者： Chan, Chee Sheen Hong, Jer Lang Taylors Univ Sch Comput & IT Subang Jaya Malaysia

ISBN: (纸本)9789814619967

Most of the dynamic web applications generates HTML web documents that are deemed invalid as they do not adhere to the HTML standards defined under the world Wide Consortium (W3C). Though state-of-the-art web browsers are capable of rendering malformed HTML documents by correcting these errors discretely, most of the time such incidents poses compatibility issues which causes performance degradation for some applications. Various validation tools have been developed and are widely available across the Internet to address the mentioned issue, however, these tools only worked well for static web applications since it doesn't address the aggressive nature of dynamic web applications. Furthermore, validation tools targeting dynamic web applications available currently employ a static technique which is impossible in examining every single execution route possible. To resolve such issue, we have presented a novel framework for validating dynamic web applications through a set of heuristic rules which takes into consideration the syntax of several well-known server side languages such as PHP, Java EE and ASP. NET. As an extension to that paper, we now introduces a path finding and cross platform tools to validate HTML tags based on the server side language flow of execution.

关键词： Validation HTML Web Technologies

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ON MONOTONIC INCLUSION INTERVAL UNINORMS 11

ON MONOTONIC INCLUSION INTERVAL UNINORMS

引用

11th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear science (FLINS)

作者： Santana, F. L. Santiago, R. H. N. Santana, F. T. Univ Fed Rio Grande do Norte Math Dept BR-59072970 Natal RN Brazil Univ Fed Rio Grande do Norte Dept Informat & Appl Math BR-59072970 Natal RN Brazil Univ Fed Rio Grande do Norte Sch Sci & Technol BR-59072970 Natal RN Brazil

ISBN: (纸本)9789814619967

In this paper, some results about interval uninorms with the additional property of monotonicity inclusion are introduced;e.g construction of interval uniforms from usual uniforms and constructions of interval t-norms and t-conorms from interval uninorms. It is also shown that the neutral element of this type of interval uninorm must be a degenerate interval.

关键词： Uninorms Neutral Element Interval Fuzzy

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DISTANCE MEASURES WITH PROBABILITIES, OWA OPERATORS AND WEIGHTED AVERAGES 11

DISTANCE MEASURES WITH PROBABILITIES, OWA OPERATORS AND WEIG...

引用

11th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear science (FLINS)

作者： Merigo, Jose M. Zhou, Ligang Yu, Dejian Univ Manchester Manchester Business Sch Booth St West Manchester MI5 6PB Lancs England Anhui Univ Sch Math Sci Hefei 230601 Anhui Peoples R China Zhejiang Univ Finance & Econ Sch Informat Hangzhou 310018 Zhejiang Peoples R China

ISBN: (纸本)9789814619967

New aggregation operators are introduced by using distance measures with the ordered weighted average, the probability and the weighted average. This approach is developed by using the Minkowski distance which uses generalized means in the aggregation process. In order to do this, it is introduced the generalized probabilistic ordered weighted averaging weighted averaging distance (GPOWAWAD) operator. It provides a parameterized family of aggregation operators between the minimum distance and the maximum one considering subjective and objective information in the analysis. Some of its main properties and particular cases are also studied.

关键词： Fuzzy logic

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DETECTION OF WEB SERVER SECURITY PROBLEMS USING SELF ORGANIZING MAPS 11

DETECTION OF WEB SERVER SECURITY PROBLEMS USING SELF ORGANIZ...

引用

11th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear science (FLINS)

作者： Kolaczek, Grzegorz Kuzemko, Tomasz Wroclaw Univ Technol Wybrzeze Wyspianskiego 27 Str PL-50370 Wroclaw Poland

ISBN: (纸本)9789814619967

The paper presents the novel approach to detection of some types of network attacks using web server logs. As the web server log files are just collections of strings describing users' requests to the server, the method of conversion informative part of the requests to numerical values has been proposed. The vector of values obtained as the result of web server log file processing is then used as the input to Self-Organizing Map (SOM) network. Finally, the SOM network has been trained to detect SQL injections and brute force password guessing attack. The method has been validated using the data obtained from a real data center.

关键词： Self organizing maps

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SYNTHETIC APERTURE RADAR EDGE DETECTION WITH CANNY'S PROCEDURE AND A GRAVITATIONAL APPROACH 11

SYNTHETIC APERTURE RADAR EDGE DETECTION WITH CANNY'S PROCEDU...

引用

11th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear science (FLINS)

作者： Silva Junior, G. P. Sandri, S. A. Frery, A. C. INPE Ave Astronautas1758 BR-12227010 Sao Jose Dos Campos SP Brazil Univ Fed Alagoas Lab Computacao Cient & Anal Numer BR-57072970 Maceio AL Brazil

ISBN: (纸本)9789814619967

We address the use of two strategies for edge detection in polarimetric Synthetic Aperture Radar-SAR imagery. Both approaches stem from the realm of optical images: Canny and one inspired by the Law of Universal Gravitation. Images are filtered prior to edge detection by two procedures: Lee and Torres filters. Two types of neighborhoods are employed.

关键词： Edge detection

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