Get Data Mining: Concepts, Methods and Applications in PDF

By Yong Yin, Ikou Kaku, Jiafu Tang, JianMing Zhu

ISBN-10: 1849963371

ISBN-13: 9781849963374

ISBN-10: 184996338X

ISBN-13: 9781849963381

Data Mining introduces in transparent and easy methods tips on how to use present facts mining the way to receive powerful strategies for quite a few administration and engineering layout problems.

Data Mining is organised into components: the 1st offers a concentrated creation to information mining and the second one is going into better intensity on matters similar to client research. It covers just about all managerial actions of a firm, together with:
• industry segmentation,
• product layout,
• association layout,
• production layout, and
• offer chain design.

Incorporating contemporary advancements of knowledge mining that experience made it attainable to house administration and engineering layout issues of better potency and efficacy, Data Mining provides a few state of the art subject matters. will probably be an informative resource of knowledge for researchers, yet can be an invaluable reference paintings for business and managerial practitioners.

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Additional resources for Data Mining: Concepts, Methods and Applications in Management and Engineering Design

Example text

Unfortunately, a confident range is not always unique, and we may find a confident range that contains only a very small number of items. If the confident range has a maximum support then the association rule is called an optimized support rule. This range captures the largest cluster of customers that are likely to buy item B with a probability no less than the given min_cf. Instead of the optimized support rule it is also interesting to find the frequent range that has a maximum confidence. Such association rules are called optimized confidence rules.

1974) and Zimmermann (1976) to FMP1 firstly. It is then extended to represent a type of approach to symmetric mathematical programming models in the sense that the goals and the system of constraints involved in the problem are dealt with in a symmetric way with regards to fuzziness. It means that the scope of the symmetric and the asymmetric approach is made from the perspective of the ways in which the goal and the system of constraints are treated, and not from the viewpoint of the problem itself.

10 is just a sketch of the FOP. Similar to deterministic optimization problems, in general, the FOP may be classified into two different types, namely, fuzzy extreme problems and fuzzy mathematical programming problems. This chapter mainly discusses the fuzzy mathematical programming problems. , extreme of a fuzzy function, are also known as unconstrained fuzzy optimization problems, in which the domain C equals X . The fuzzy extreme problems generally can be described in the following two forms, depending on the definition of the fuzzy function (Dubois and Prade 1980).

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Data Mining: Concepts, Methods and Applications in Management and Engineering Design by Yong Yin, Ikou Kaku, Jiafu Tang, JianMing Zhu

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