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Read e-book online 2014 International Conference on Informatics, Networking and PDF

By Jiaxing Zhang

ISBN-10: 1138026786

ISBN-13: 9781138026780

ISBN-10: 1315734532

ISBN-13: 9781315734538

This complaints quantity includes chosen papers offered on the 2014 overseas convention on Informatics, Networking and clever Computing, held in Shenzhen, China. Contributions conceal the most recent advancements and advances within the box of Informatics, Networking and clever Computing.

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1: NBj : = best ± rand (Wj – best)*g; 10: Calculation of accuracy NBj . co := Fj . accuracy/ i Fi . accuracy 13: Formation of W. 05, decision j is included 1 time 14: Formation of a new population with the number equals the hive size U , according to the given algorithm Alg 30 Figure 2. Wine data: a) accuracy vs. number of rules; b) accuracy vs. size of hive for training and test patterns. accuracy), 1 < i < |W|, EXIT, in other way Iter: = Iter + 1, T : = αT , move to step 2. 5 BENCHMARK AND COMPARISON OF RESULTS The proposed fuzzy classifier is tested with the benchmark classification problems: Bupa, Iris, Glass, New thyroid, and Wine.

Database 15 (2), 13–21. [3] Rud, Olivia. Business Intelligence Success Factors: Tools for Aligning Your Business in the Global Economy. J: Wiley & Sons, (2009). [4] Mihaela Munteana, Liviu Gabriel Cab˘aua, Vlad Rîncioga. Social Business Intelligence: A New Perspective for Decision Makers. Procedia – Social and Behavioral Sciences. 124 (2014), 562–567. [5] Desheng Dash Wu, Shu-Heng Chen, David L. Olson. Business intelligence in risk management: Some recent progresses. Information Sciences 256 (2014), 1–7.

The parameters of the proposed fuzzy classifiers include antecedent, consequent parameters, and the structure of fuzzy rules, optimized by using PSO. In our study we implement the novel bee colony algorithm to identify the structure and parameters of the fuzzy rule-based classifier. There are many widely known algorithms based on the behaviour of honey bees in nature. These algorithms can be divided into two categories and they correspond to the behaviour of bees while gathering food and mating.

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2014 International Conference on Informatics, Networking and Intelligent Computing by Jiaxing Zhang

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