Blar i NTNU Open på forfatter "Chen, Qiong"
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A Feature Preprocessing Framework of Remote Sensing Image for Marine Targets Recognition
Chen, Qiong; Huang, Mengxing; Wang, Hao; Zhang, Yu; Feng, Wenlong; Wang, Xianpeng; Wu, Di; Bhatti, Uzair Aslam (Chapter, 2018)The effective extraction of continuous features of marine remote sensing image is the key to the processing of marine target recognition. Since many of the existing data mining algorithms can only deal with discrete ... -
A multivariable optical remote sensing image feature discretization method applied to marine vessel targets recognition
Huang, Mengxing; Chen, Qiong; Wang, Hao (Journal article; Peer reviewed, 2019)The effective extraction of continuous features in ocean optical remote sensing image is the key to achieve the automatic detection and identification for marine vessel targets. Since many of the existing data mining ... -
A Feature Discretization Method Based on Fuzzy Rough Sets for High-resolution Remote Sensing Big Data Under Linear Spectral Model
Chen, Qiong; Huang, Mengxing; Wang, Hao; Xu, Guangquan (Peer reviewed; Journal article, 2021)As one of the most relevant data preprocessing techniques, discretization has played an important role in data mining, which is widely applied in industrial control. It can transform continuous features to discrete ones, ... -
A Feature Discretization Method for Classification of High-Resolution Remote Sensing Images in Coastal Areas
Chen, Qiong; Huang, Mengxing; Wang, Hao (Journal article; Peer reviewed, 2021)Feature discretization is one of the most relevant techniques for data preprocessing in remote sensing research area. Its main goal is to transform the continuous features of images into discrete ones to improve the ... -
Reinforcement Learning-Based Genetic Algorithm in Optimizing Multidimensional Data Discretization Scheme
Chen, Qiong; Huang, Mengxing; Xu, Qiannan; Wang, Hao; Wang, Jinghui (Peer reviewed; Journal article, 2020)Feature discretization can reduce the complexity of data and improve the efficiency of data mining and machine learning. However, in the process of multidimensional data discretization, limited by the complex correlation ...