Rainfall-runoff modelling using improved machine learning methods: Harris hawks optimizer vs. particle swarm optimization

Particle Swarm ◽

Rainfall Runoff ◽

Learning Methods ◽

Swarm Optimization ◽

Machine Learning Methods

Weighted Particle Swarm Optimization with T-Distribution in Machine Learning Applications

Smart Innovation, Systems and Technologies - Intelligent and Cloud Computing ◽

10.1007/978-981-15-6202-0_30 ◽

2020 ◽

pp. 299-307

Author(s):

Sonali Samal ◽

Archana Sarangi ◽

Shubhendu Kumar Sarangi

Keyword(s):

Machine Learning ◽

Particle Swarm ◽

Swarm Optimization ◽

Machine Learning Applications ◽

T Distribution

Design of high-performance plasmonic nanosensors by particle swarm optimization algorithm combined with machine learning

Nanotechnology ◽

10.1088/1361-6528/ab95b8 ◽

2020 ◽

Vol 31 (37) ◽

pp. 375202 ◽

Cited By ~ 1

Author(s):

Ruoqin Yan ◽

Tao Wang ◽

Xiaoyun Jiang ◽

Qingfang Zhong ◽

Xing Huang ◽

...

Keyword(s):

Machine Learning ◽

Optimization Algorithm ◽

High Performance ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Calibrating microscopic traffic simulators using machine learning and particle swarm optimization

Transportation Letters ◽

10.1080/19427867.2020.1728037 ◽

2020 ◽

pp. 1-13 ◽

Cited By ~ 2

Author(s):

Yanchen Liu ◽

Bo Zou ◽

Anning Ni ◽

Linjie Gao ◽

Chunqin Zhang

Keyword(s):

Machine Learning ◽

Particle Swarm ◽

A comparison of particle swarm optimization and genetic algorithm for daily rainfall-runoff modelling: a case study for Southeast Queensland, Australia

Optimization and Engineering ◽

10.1007/s11081-020-09538-3 ◽

2020 ◽

Author(s):

Mahsa Jahandideh-Tehrani ◽

Graham Jenkins ◽

Fernanda Helfer

Keyword(s):

Genetic Algorithm ◽

Particle Swarm ◽

Daily Rainfall ◽

Rainfall Runoff ◽

Swarm Optimization ◽

Southeast Queensland

2009 International Conference on Computational Intelligence and Natural Computing ◽

Accelerating Particle Swarm Optimization Algorithms Using Gaussian Process Machine Learning

10.1109/cinc.2009.40 ◽

2009 ◽

Cited By ~ 3

Author(s):

Guoshao Su

Keyword(s):

Machine Learning ◽

Gaussian Process ◽

Optimization Algorithms ◽

Particle Swarm ◽

Data-driven input variable selection for rainfall–runoff modeling using binary-coded particle swarm optimization and Extreme Learning Machines

Journal of Hydrology ◽

10.1016/j.jhydrol.2015.08.022 ◽

2015 ◽

Vol 529 ◽

pp. 1617-1632 ◽

Cited By ~ 198

Author(s):

Riccardo Taormina ◽

Kwok-Wing Chau

Keyword(s):

Variable Selection ◽

Particle Swarm ◽

Data Driven ◽

Extreme Learning Machines ◽

Rainfall Runoff ◽

Swarm Optimization ◽

Learning Machines ◽

Runoff Modeling ◽

Selection For

Forecasting Based on High-Order Fuzzy-Fluctuation Trends and Particle Swarm Optimization Machine Learning

Symmetry ◽

10.3390/sym9070124 ◽

2017 ◽

Vol 9 (7) ◽

pp. 124 ◽

Cited By ~ 9

Author(s):

Jingyuan Jia ◽

Aiwu Zhao ◽

Shuang Guan

Keyword(s):

Machine Learning ◽

Particle Swarm ◽

High Order ◽

Closure to “Improved Particle Swarm Optimization–Based Artificial Neural Network for Rainfall-Runoff Modeling” by Mohsen Asadnia, Lloyd H. C. Chua, X. S. Qin, and Amin Talei

Journal of Hydrologic Engineering ◽

10.1061/(asce)he.1943-5584.0001200 ◽

2015 ◽

Vol 20 (9) ◽

pp. 07015010

Author(s):

Mohsen Asadnia ◽

Lloyd H. C. Chua ◽

Amin Talei ◽

X. S. Qin

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Particle Swarm ◽

Rainfall Runoff ◽

Swarm Optimization ◽

Improved Particle Swarm Optimization ◽

Runoff Modeling ◽

Artificial Neural

Retracted: Medical Dataset Classification: A Machine Learning Paradigm Integrating Particle Swarm Optimization with Extreme Learning Machine Classifier

The Scientific World JOURNAL ◽

10.1155/2016/7137054 ◽

2016 ◽

Vol 2016 ◽

pp. 1-1

Keyword(s):

Machine Learning ◽

Extreme Learning Machine ◽

Particle Swarm ◽

Learning Paradigm ◽

Swarm Optimization ◽

Learning Machine ◽

Medical Dataset

2018 International Conference on Information and Communications Technology (ICOIACT) ◽

Machine learning: Fisher fund classification using neural network and particle swarm optimization

10.1109/icoiact.2018.8350787 ◽

2018 ◽

Author(s):

Arifin Paulus Tindi ◽

Rahmat Gernowo ◽

Oky Dwi Nurhayati

Keyword(s):

Neural Network ◽

Machine Learning ◽

Particle Swarm ◽