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    Chapter and Conference Paper

    Plant Classification Based on Multilinear Independent Component Analysis

    Plant classification is very important and necessary with respect to agricultural informization, ecological protection and plant automatic classification system. In this paper, we present a multilinear indepen...

    Shan-Wen Zhang, Min-Rong Zhao in Advanced Intelligent Computing Theories an… (2012)

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    Chapter and Conference Paper

    Hybrid Self-Organizing Map and Neural Network Clustering Analysis for Technology Professionals Turnover Rate Forecasting

    This research applies clustering analysis technology of data mining to predict trend of the Technology Professionals turnover rate, including SOM (Self-Organizing Map) combined with Artificial Neural Network c...

    Cheng Sheng Lin, Chin-Yuan Fan, Pei-Shu Fan in Advanced Intelligent Computing Theories an… (2010)

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    Chapter and Conference Paper

    An Image-Aided Diagnosis System for Dementia Classification Based on Multiple Features and Self-Organizing Map

    Mild cognitive impairment (MCI) is considered as a transitional stage between normal aging and dementia. MCI has a high risk to convert into Alzheimer’s disease (AD). In the related research, the volumetric an...

    Shih-Ting Yang, Jiann-Der Lee in Neural Information Processing. Models and … (2010)

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    Chapter and Conference Paper

    Mining Sequential Patterns in Large Datasets

    A novel algorithm FFSPAN (Fast Frequent Sequential Pattern mining algorithm) is proposed in this paper. FFSPAN mines all the frequent sequential patterns in large datasets, and solves the problem of searching fre...

    **ao-Yu Chang, Chun-Guang Zhou, Zhe Wang in Fuzzy Systems and Knowledge Discovery (2006)

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    Chapter and Conference Paper

    New Operators for Faster Convergence and Better Solution Quality in Modified Genetic Algorithm

    The aim of this paper is to study two new forms of genetic operators: duplication and fabrication. Duplication is a reproduce procedure that will reproduce the best fit chromosome from the elite base. The intr...

    Pei-Chann Chang, Yen-Wen Wang, Chen-Hao Liu in Advances in Natural Computation (2005)

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    Chapter and Conference Paper

    Evolving Case-Based Reasoning with Genetic Algorithm in Wholesaler’s Returning Book Forecasting

    In this paper, a hybrid system is developed by evolving Case-Based Reasoning (CBR) with Genetic Algorithm (GA) for reverse sales forecasting of returning books. CBR systems have been successfully applied in se...

    Pei-Chann Chang, Yen-Wen Wang, Ching-Jung Ting in Advances in Natural Computation (2005)

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    Chapter and Conference Paper

    Fuzzy Back-Propagation Network for PCB Sales Forecasting

    Reliable prediction of sales can improve the quality of business strategy. In this research, fuzzy logic and artificial neural network are integrated into the fuzzy back-propagation network (FBPN) for printed ...

    Pei-Chann Chang, Yen-Wen Wang, Chen-Hao Liu in Advances in Natural Computation (2005)