Browsing NTNU Open by Author "Huang, Mengxing"
Now showing items 1-10 of 10
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A Clinical Decision Support Framework for Heterogeneous Data Sources
Huang, Mengxing; Han, Huirui; Wang, Hao; Li, LeFei; Zhang, Yu; Bhatti, Uzair Aslam (Journal article; Peer reviewed, 2018)To keep pace with the developments in medical informatics, health medical data is being collected continually. But, owing to the diversity of its categories and sources, medical data has become so complicated in many ... -
A co-verification interface design for high-assurance CPS
Zhang, Yu; Huang, Mengxing; Wang, Hao; Feng, Wenlong; Cheng, Jieren; Zhou, Hui (Journal article; Peer reviewed, 2019)Cyber-Physical Systems (CPS) tightly integrate cyber and physical components and transcend traditional control systems and embedded system. Such systems are often mission-critical; therefore, they must be high-assurance. ... -
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 ... -
An improved Canopy-FFCM clustering algorithm for ocean data analysis
Wang, Haiyang; Huang, Mengxing; Wu, Di; Wang, Hao; ZHU, Miao; He, Haotian; Kang, Jian (Chapter, 2019)With the further advancement of the research on marine environmental science, more and more attention has been paid to modern data monitoring technology. In order to obtain the current water quality information quickly, ... -
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 ... -
Recommendation System for Immunization Coverage and Monitoring
Bhatti, Uzair Aslam; Huang, Mengxing; Wang, Hao; Zhang, Yu; Mehmood, Anum; Wu, Di (Journal article; Peer reviewed, 2017)Immunization averts an expected 2 to 3 million deaths every year from diphtheria, tetanus, pertussis (whooping cough), and measles; however, an additional 1.5 million deaths could be avoided if vaccination coverage was ... -
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 ... -
Study on the assessment method of typhoon regional disaster based on the change of cholorophyll-a concentration in seawater
Wu, Di; Zhang, Yu; Wang, Hao; Huang, Mengxing; Feng, Wenlong; Chen, Rouru (Chapter, 2017)Due to global climate change, the frequency and uncertainty of typhoon become more and more prominent. When a typhoon disaster occurs, it's an imminent problem to estimate the disaster zone and help ships to move to safer ...