2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) 2014
DOI: 10.1109/cidm.2014.7008684
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Takagi-Sugeno-Kang type collaborative fuzzy rule based system

Abstract: In this paper, a Takagi-Sugeno-Kang (TSK) type collaborative fuzzy rule based system is proposed with the help of knowledge learning ability of collaborative fuzzy clustering (CFC). The proposed method split a huge dataset into several small datasets and applying collaborative mechanism to interact each other and this process could be helpful to solve the big data issue. The proposed method applies the collective knowledge of CFC as input variables and the consequent part is a linear combination of the input v… Show more

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Cited by 13 publications
(5 citation statements)
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“…Interpretive structural modeling (ISM) is employed to identify the inter-relationships amongst the variables and the developing hierarchical structure for the same variables. These methods were used in previous research for identifying adoption barriers in cross-sector collaboration; supply chain flexibility; and developing collaborative intelligent systems [127].…”
Section: Methodsmentioning
confidence: 99%
“…Interpretive structural modeling (ISM) is employed to identify the inter-relationships amongst the variables and the developing hierarchical structure for the same variables. These methods were used in previous research for identifying adoption barriers in cross-sector collaboration; supply chain flexibility; and developing collaborative intelligent systems [127].…”
Section: Methodsmentioning
confidence: 99%
“…In a multi-variable decision making fuzzy and complex supply chain management problem, fuzzy-DEMATEL can be used as an effective tool [10,51,69,85]. Broadly, the mathematical process can be explained as follows:…”
Section: Fuzzy Dematelmentioning
confidence: 99%
“…These organizations, henceforth called humanitarian organizations (HOs), are required to be agile and adaptive to manage the emergency [7,8]. The role of digital technologies, including blockchain, in humanitarian activities is highly significant during a time of emergency [9,10]. BT are useful in the designing and development of the digital humanitarian network.…”
Section: Introductionmentioning
confidence: 99%
“…Based on information sharing as a strong parameter, past studies exhibit that the structure of the firms also influence by the level and degree of collaboration it has with its suppliers (Prakash et al, 2020;Chou et al, 2014;Prasad et al, 2015). Centralisation is essential for integration at the organisation level and decentralisation is required for flexibility.…”
Section: Determinants Of Retailer-supplier Relationshipmentioning
confidence: 99%