Suivre
Aranildo R. Lima
Aranildo R. Lima
Aquatic Informatics
Adresse e-mail validée de aquaticinformatics.com
Titre
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Année
Forecasting daily streamflow using online sequential extreme learning machines
AR Lima, AJ Cannon, WW Hsieh
Journal of Hydrology 537, 431-443, 2016
872016
Nonlinear regression in environmental sciences using extreme learning machines: a comparative evaluation
AR Lima, AJ Cannon, WW Hsieh
Environmental Modelling & Software 73, 175-188, 2015
672015
Evaluating hourly air quality forecasting in Canada with nonlinear updatable machine learning methods
H Peng, AR Lima, A Teakles, J Jin, AJ Cannon, WW Hsieh
Air Quality, Atmosphere & Health 10 (2), 195-211, 2017
532017
Nonlinear regression in environmental sciences by support vector machines combined with evolutionary strategy
AR Lima, AJ Cannon, WW Hsieh
Computers & Geosciences 50, 136-144, 2013
392013
Variable complexity online sequential extreme learning machine, with applications to streamflow prediction
AR Lima, WW Hsieh, AJ Cannon
Journal of Hydrology 555, 983-994, 2017
282017
An experimental study of fitness function and time series forecasting using artificial neural networks
AR Lima Junior, DA Silva, PS Mattos Neto, TAE Ferreira
Proceedings of the 12th annual conference companion on Genetic and …, 2010
162010
A perturbative approach for enhancing the performance of time series forecasting
PSG de Mattos Neto, TAE Ferreira, AR Lima, GC Vasconcelos, ...
Neural Networks 88, 114-124, 2017
142017
Downscaling temperature and precipitation using support vector regression with evolutionary strategy
AR Lima, AJ Cannon, WW Hsieh
The 2012 international joint conference on neural networks (IJCNN), 1-8, 2012
102012
An intelligent perturbative approach for the time series forecasting problem
PSG de Mattos Neto, AR Lima, TAE Ferreira, GDC Cavalcanti
The 2010 International Joint Conference on Neural Networks (IJCNN), 1-8, 2010
102010
Forecasting El Niño with Convolutional and Recurrent Neural Networks
A Mahesh, M Evans, G Jain, M Castillo, A Lima, B Lunghino, H Gupta, ...
33rd Conference on Neural Information Processing Systems (NeurIPS 2019 …, 2019
72019
A study for multi-objective fitness function for time series forecasting with intelligent techniques
AR Lima Junior
Proceedings of the 10th annual conference companion on Genetic and …, 2008
72008
Time series forecasting using a perturbative intelligent system
PSG de Mattos Neto, AR Lima Junior, TAE Ferreira
Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010
52010
A hybrid method for tuning neural network for time series forecasting
AR Lima Junior, TAE Ferreira
Proceedings of the 10th annual conference on Genetic and evolutionary …, 2008
52008
Stream Temperature Predictions for River Basin Management in the Pacific Northwest and Mid-Atlantic Regions Using Machine Learning
H Weierbach, AR Lima, JD Willard, VC Hendrix, DS Christianson, ...
Water 14 (7), 1032, 2022
42022
Can machine learning accelerate process understanding and decision‐relevant predictions of river water quality?
C Varadharajan, AP Appling, B Arora, DS Christianson, VC Hendrix, ...
Hydrological Processes 36 (4), e14565, 2022
22022
Solar Irradiance Forecasting Using Dynamic Ensemble Selection
DS de O. Santos Jr, PSG de Mattos Neto, JFL de Oliveira, HV Siqueira, ...
Applied Sciences 12 (7), 3510, 2022
12022
Dataset for'Stream Temperature Predictions for River Basin Management in the Pacific Northwest and Mid-Atlantic Regions Using Machine Learning', Water 2022
H Weierbach, A Lima, J Willard, V Hendrix, D Christianson, M Lubich, ...
Environmental System Science Data Infrastructure for a Virtual Ecosystem …, 2022
12022
A Comparison of Data-Driven Models for Predicting Stream Water Temperature
H Weierbach, AR Lima, D Christianson, B Faybishenko, V Hendrix, ...
34rd Conference on Neural Information Processing Systems (NeurIPS 2020), 2020
12020
Stock market simulation for volatility analysis inspired on ideal gas: an intelligent agent approach
PSG de Mattos Neto, AR Lima, TAE Ferreira, GDC Cavalcanti
X Congresso Brasileiro de Redes Neurais, 2011
12011
Multiscale Effects of Climate-driven Disturbances on River Water Quality
C Varadharajan, M Ombadi, H Weierbach, J Willard, A Lima, VC Hendrix, ...
Frontiers in Hydrology Meeting 2022, 2022
2022
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