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Jian Gao

Researcher at Guangdong University of Technology

Publications -  4
Citations -  285

Jian Gao is an academic researcher from Guangdong University of Technology. The author has contributed to research in topics: Support vector machine & Modulation (music). The author has an hindex of 3, co-authored 3 publications receiving 218 citations.

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Automatic surface defect detection for mobile phone screen glass based on machine vision

TL;DR: An improved fuzzy c-means cluster (IFCM) algorithm is developed, and the proposed algorithms are validated using a number of experimental tests on MPSG images, showing that it has better performance than other methods.
Journal ArticleDOI

A new sampling method for classifying imbalanced data based on support vector machine ensemble

TL;DR: Experimental results show that for the imbalanced datasets, the proposed DCS method achieves a better performance in the aspects of Receiver Operating Characteristic (ROC) curve than other methods.
Journal ArticleDOI

Imbalanced defect classification for mobile phone screen glass using multifractal features and a new sampling method

TL;DR: An imbalanced MPSG defect classification scheme is presented, and a new sampling method is proposed to address the imbalanced defect example classification, which improves the classification accuracy of the minority class through implementation of different sampling strategies to SVs and NSVs in the majority and minority classes.