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Xizhao Wang
Researcher at Shenzhen University
Publications - 325
Citations - 9592
Xizhao Wang is an academic researcher from Shenzhen University. The author has contributed to research in topics: Fuzzy logic & Support vector machine. The author has an hindex of 46, co-authored 296 publications receiving 7832 citations. Previous affiliations of Xizhao Wang include Hong Kong Polytechnic University & Hebei University.
Papers
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The parameterization reduction of soft sets and its applications
TL;DR: This paper proposes a reasonable definition of parameterization reduction of soft sets and compares it with the concept of attributes reduction in rough sets theory and improves the application of a soft set in a decision making problem found in [1].
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Fuzziness based semi-supervised learning approach for intrusion detection system
TL;DR: A novel fuzziness based semi-supervised learning approach by utilizing unlabeled samples assisted with supervised learning algorithm to improve the classifier's performance for the IDSs is proposed.
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A review on neural networks with random weights
TL;DR: This paper objectively reviews the advantages and disadvantages of N NRW model, tries to reveal the essence of NNRW, and provides some useful guidelines for users to choose a mechanism to train a feed-forward neural network.
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Improving fuzzy c -means clustering based on feature-weight learning
TL;DR: This paper shows that an appropriate assignment of feature-weight can improve the performance of fuzzy c-means clustering and is given by learning according to the gradient descent technique.
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Attributes Reduction Using Fuzzy Rough Sets
TL;DR: An algorithm using discernibility matrix to compute all the attributes reductions is developed and shows that the idea in this paper is feasible and valid.