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9 repositories

code_ISLO_ELM
Public
A study on swarm intelligence optimizing neural networks for workload elasticity prediction
neural-network multi-layer-perceptron extreme-learning-machine benchmark-functions time-series-prediction nature-inspired-algorithms functional-link-neural-network metaheuristic-algorithms swarm-based-optimization improved-sea-lion-optimization
Jupyter Notebook
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Apache License 2.0
•2•3•0•0•Updated Dec 27, 2021Dec 27, 2021
code_FLNN
Public
Prediction google trace data using Functional Link Neural Network and Optimization Algorithms such as GA, PSO, ABC,...
big-data genetic-algorithm abc ga pso cso de artificial-bee-colony bfo differential-evolution-optimization
Python
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Apache License 2.0
•16•48•1•1•Updated Jun 25, 2021Jun 25, 2021
code_OCRO_MLNN
Public
Efficient Time-series Forecasting using Neural Network and Opposition-based Coral Reefs Optimization
distributed-systems machine-learning deep-learning genetic-algorithm recurrent-neural-networks neural-networks evolutionary-algorithms particle-swarm-optimization soft-computing long-short-term-memory
Python
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Apache License 2.0
•1•3•0•0•Updated Jun 25, 2021Jun 25, 2021
code_OTWO_ELM
Public
(Code) A new workload prediction model using extreme learning machine and enhanced tug of war optimization
machine-learning neural-network genetic-algorithm distributed-system particle-swarm-optimization soft-computing extreme-learning-machine internet-traffic-data meta-heuristics time-series-forecasting
Python
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MIT License
•9•16•0•0•Updated Jun 25, 2021Jun 25, 2021
EO_CNN
Public
EO-CNN: An Enhanced CNN Model Trained by Equilibrium Optimization for Traffic Transportation Prediction
genetic-algorithm convolutional-neural-network recurrent-neural-network whale-optimization-algorithm satin-bowerbird-optimizer life-choice-based-optimizer multi-verse-optimizer equilibirum-optimizer artificial-ecosystem-optimization
Python
•4•11•0•0•Updated Jun 6, 2020Jun 6, 2020
paper_OCRO_MLNN_2019
Public
Efficient Time-Series Forecasting Using Neural Network and Opposition-Based Coral Reefs Optimization
machine-learning journal paper artificial-intelligence cloud-computing soft-computing time-series-prediction opposition-based-learning multi-layer-neural-network coral-reefs-optimization
TeX
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Apache License 2.0
•1•0•0•0•Updated Apr 14, 2020Apr 14, 2020
code_IQSO_MLP
Public
(Code IQSO-MLP) nQSV-Net: a novel queuing search variant for global space search and workload modeling
genetic-algorithm particle-swarm-optimization soft-computing swarm-intelligence meta-heuristics differential-evolution-optimization bee-colony-optimization bacterial-foraging-optimization coral-reefs-optimization whale-optimization
Python
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MIT License
•6•3•0•0•Updated Mar 20, 2020Mar 20, 2020
paper_FLGANN_soca2018
Public
Functional Link Genetic Algorithm Neural Network
conference paper genetic-algorithm artificial-intelligence cloud-computing soft-computing time-series-prediction functional-link-neural-network evolution-computing google-trace-dataset
TeX
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Apache License 2.0
•1•1•0•0•Updated Dec 10, 2019Dec 10, 2019
paper_FLABL_tamc2019
Public
Functional Link Adaptive Bacterial Foraging using Life Cycle and Social Learning
conference paper cloud-computing soft-computing meta-heuristics bacterial-foraging-optimization functional-link-neural-network adaptive-bacterial-foraging life-cycle-and-social-learning swarm-based-optimization
TeX
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Apache License 2.0
•0•1•0•0•Updated Dec 10, 2019Dec 10, 2019