Results 231 to 240 of about 161,462 (303)
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Rainfall estimation from MSG images using fuzzy association rules
Journal of Intelligent & Fuzzy Systems, 2019The Meteosat Second Generation (MSG) satellite can be used to estimate rainfall through the multispectral images, which are provided every 15 min across 12 channels.
Bilal Bouaita, A. Moussaoui, N. Bachari
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The Optimization and Enhancement of Network Intrusion Detection through Fuzzy Association Rules
2019 6th International Conference on Technical Education (ICTechEd6), 2019The objective of this paper is to analyze network security using a modification of fuzzy logic and association rule data mining base on genetic network programming (GNP) evaluations.
Pongsarun Boonyopakorn
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Mining Fuzzy Weighted Association Rules
2007 40th Annual Hawaii International Conference on System Sciences (HICSS'07), 2007The paper combines and extends the technologies of fuzzy sets and association rules, considering users' differential emphasis on each attribute through fuzzy regions. A fuzzy data mining algorithm is proposed to discovery fuzzy association rules for weighted quantitative data.
David L. Olson, Yanhong Li
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Learning Fuzzy Association Rules and Associative Classification Rules
2006 IEEE International Conference on Fuzzy Systems, 2006Learning association rules and/or associative classification rules has been extensively studied in data mining and knowledge discovery community. Associative classification rules are considered as constrained association rules. Mining traditional association rules from transaction databases, however, has suffered some limitations.
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Mining fuzzy periodic association rules
Data & Knowledge Engineering, 2008We develop techniques for discovering patterns with periodicity in this work. Patterns with periodicity are those that occur at regular time intervals, and therefore there are two aspects to the problem: finding the pattern, and determining the periodicity. The difficulty of the task lies in the problem of discovering these regular time intervals, i.e.,
Wan-Jui Lee, Jung-Yi Jiang, Shie-Jue Lee
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On fuzzy association rules based on fuzzy cardinalities
10th IEEE International Conference on Fuzzy Systems. (Cat. No.01CH37297), 2002The paper discusses the benefit of using fuzzy sets in data summaries based on generalized association rules. Fuzzy sets provide a convenient interface between labels and data and allow for partial belonging to connex but distinct classes. They thus offer a robust reading of the data.
Bosc, Patrick +3 more
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Botnet Detection based on Fuzzy Association Rules
International Conference on Pattern Recognition, 2018Difficult to be detected in complex network environments, botnets have been huge threats to network security. As the circumscriptions of normal traffics and botnet traffics are blurring, the commonly used botnet detection methods based on traffic ...
Jiazhong Lu +4 more
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Determination of rule weights of fuzzy association rules
10th IEEE International Conference on Fuzzy Systems. (Cat. No.01CH37297), 2002In this paper, first we extend two basic measures of association rules in data mining (i.e, confidence and support) to the case of fuzzy association rules. The main difference between standard and fuzzy association rules is the discretization of continuous variables.
H. Ishibuchi, T. Yamamoto, T. Nakashima
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Fuzzy QMD algorithm for mining fuzzy association rules
Proceedings of the 3rd International Conference on Communication and Information Processing, 2017Association rules mining is to find associations efficiently among the different items of a transaction database. In order to help decision-makers conduct sound and timely solutions, we apply fuzzy partition method and combine QMD (Quick Modulized Decomposition) to propose a novel fuzzy data mining method.
Chien-Hua Wang +3 more
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Discovering fuzzy association rules using fuzzy partition methods
Knowledge-Based Systems, 2003Fuzzy association rules described by the natural language are well suited for the thinking of human subjects and will help to increase the flexibility for supporting users in making decisions or designing the fuzzy systems. In this paper, a new algorithm named fuzzy grids based rules mining algorithm (FGBRMA) is proposed to generate fuzzy association ...
Yi-Chung Hu +2 more
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