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Integrating Support Vector Regression with Particle Swarm Optimization for Numerical Modeling for Algal Blooms of Freshwater Book chapter
出自: Advances in Monitoring and Modelling Algal Blooms in Freshwater Reservoirs General Principles and a Case study of Macau:Science+Business Media Dordrecht 2017, 2017
Authors:  lnchio Lou;  Zhengchao Xie;  Wai Kin Ung;  Kai Meng Mok
Favorite | View/Download:8/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/06/26
Algal Bloom  Prediction And Forecast Models  Phytoplankton Abundance  Support Vector Regression  Particle Swarm Optimization  
Algal bloom prediction by support vector machine and relevance vector machine with genetic algorithm optimization in freshwater reservoirs Journal article
Engineering Computations, 2017,Volume: 34,Issue: 2,Page: 664-679
Authors:  Wang, Yanjie;  Xie, Zhengchao;  Lou, InChio;  Ung, Wai Kin;  Mok, Kai Meng
Favorite | View/Download:17/0 | TC[WOS]:1 TC[Scopus]:0 | Submit date:2018/10/30
Algal Bloom  Ga-rvm  Ga-svm  Phytoplankton Abundance  Prediction And Forecast Models  
Freshwater algal bloom prediction by extreme learning machine in Macau Storage Reservoirs Journal article
Neural Computing and Applications, 2016,Volume: 27,Issue: 1,Page: 19-26
Authors:  Lou, Inchio;  Xie, Zhengchao;  Ung, Wai Kin;  Mok, Kai Meng
Favorite | View/Download:6/0 | TC[WOS]:6 TC[Scopus]:0 | Submit date:2018/11/06
Algal Bloom  Phytoplankton Abundance  Extreme Leaning Machine  Prediction And Forecast Models  
Integrating Support Vector Regression with Particle Swarm Optimization for numerical modeling for algal blooms of freshwater Journal article
Applied Mathematical Modelling, 2015,Volume: 39,Issue: 19,Page: 5907-5916
Authors:  Inchio Lou;  Zhengchao Xie;  Wai Kin Ung;  Kai Meng Mok
Favorite | View/Download:10/0 | TC[WOS]:12 TC[Scopus]:0 | Submit date:2019/02/12
Algal Bloom  Particle Swarm Optimization  Phytoplankton Abundance  Prediction And Forecast Models  Support Vector Regression  
Using Principle Component Regression, Artificial Neural Network, and Hybrid Models for Predicting Phytoplankton Abundance in Macau Storage Reservoir Journal article
Environmental Modeling and Assessment, 2015,Volume: 20,Issue: 4,Page: 355-365
Authors:  Iek In Ieong;  Inchio Lou;  Wai Kin Ung;  Kai Meng Mok
Favorite | View/Download:11/0 | TC[WOS]:2 TC[Scopus]:0 | Submit date:2019/02/12
Algal Bloom  Artificial Neural Network  Forecast Model  Phytoplankton Abundance  Prediction Model  Principle Component Analysis  
Application of PCR and real-time PCR for monitoring cyanobacteria, Microcystis spp. and Cylindrospermopsis raciborskii in Macau freshwater reservoir Journal article
Frontiers of Earth Science, 2014,Volume: 8,Issue: 2,Page: 291-301
Authors:  Weiying ZHANG;  Inchio LOU;  Wai Kin UNG;  Yijun KONG;  Kai Meng MOK
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C. raC.borskii  Cyanobacteria  Microcystis Spp.  Microscopy  Pcr And Real-time Pcr  
Integrating principle component analysis and canonical correlation analysis for monitoring water quality in storage reservoir Journal article
Applied Mechanics and Materials, 2013,Volume: 284-287,Page: 1458-1462
Authors:  Mio Cheng Chan;  Inchio Lou;  Wai Kin Ung;  Kai Meng Mok
Favorite | View/Download:7/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/12
Canonical Correlation Analysis  Principle Component Analysis  Reservoir  Water Quality  
Freshwater Algal Bloom Prediction by Support Vector Machine in Macau Storage Reservoirs Journal article
Mathematical Problems in Engineering, 2012,Volume: 2012
Authors:  Zhengchao Xie;  Inchio Lou;  Wai Kin Ung;  Kai Meng Mok
Favorite | View/Download:8/0 | TC[WOS]:17 TC[Scopus]:0 | Submit date:2019/02/12
FRESHWASTER PHYTOPLANKTON FORECASTING MODEL BY PRINCIPLE COMPONENT REGRESSION, ARTIFICIAL NEURAL NETWORK AND THEIR COMBINATION Conference paper
Proceedings of the 10th International Conference on Hydroinformatics - HIC 2012, Hamburg, Germany, July 14-18, 2012
Authors:  IEK IN IEONG;  IN CHIO LOU;  WAI KIN UNG;  KAI MENG MOK
Favorite | View/Download:9/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/05/28
Algal Bloom  Pcr  Ann  Forecast Model  
A prediction model for phytoplankton abundance based on relevance vector machine Conference paper
Applied Mechanics and Materials, Kenting, Taiwan, November 11-15, 2011
Authors:  Zhengchao Xie;  Inchio Lou;  Wai Kin Ung;  Kai Meng Mok
Favorite | View/Download:8/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/12
Phytoplankton Abundance  Prediction Model  Relevance Vector Machine  Reservoir