Underwater targets classification using local wavelet acoustic pattern and Multi-Layer Perceptron neural network optimized by modified Whale Optimization Algorithm
W Qiao, M Khishe, S Ravakhah - Ocean Engineering, 2021 - Elsevier
Considering heterogeneities and difficulties in the classification of underwater passive
targets, this paper proposes the use of Local Wavelet Acoustic Pattern (LWAP) and Multi …
targets, this paper proposes the use of Local Wavelet Acoustic Pattern (LWAP) and Multi …
The application of soft computing models and empirical formulations for hydraulic structure scouring depth simulation: a comprehensive review, assessment and …
Prediction of scouring characteristics is one of the major issues in hydraulic and hydrology
engineering. Over the past five decades, numerous empirical formulations (EFs), based on …
engineering. Over the past five decades, numerous empirical formulations (EFs), based on …
Three-dimensional numerical modeling of local scour: A state-of-the-art review and perspective
This article aims to provide a comprehensive appraisal on the current status of three-
dimensional (3D) numerical modeling of local scour around instream hydraulic structures …
dimensional (3D) numerical modeling of local scour around instream hydraulic structures …
On the exploration and exploitation in popular swarm-based metaheuristic algorithms
It is obvious from wider spectrum of successful applications that metaheuristic algorithms are
potential solutions to hard optimization problems. Among such algorithms are swarm-based …
potential solutions to hard optimization problems. Among such algorithms are swarm-based …
Artificial Intelligence models for prediction of the tide level in Venice
The city of Venice is an extraordinary architectural, artistic and cultural heritage.
Unfortunately, its conservation is increasingly threatened by particularly significant high …
Unfortunately, its conservation is increasingly threatened by particularly significant high …
Artificial intelligence based approaches to evaluate actual evapotranspiration in wetlands
Wetlands are extraordinary ecosystems and important climate regulators that also contribute
to reduce natural disaster risk. Unfortunately, wetlands are declining much faster than …
to reduce natural disaster risk. Unfortunately, wetlands are declining much faster than …
Passive sonar target classification using multi-layer perceptron trained by salp swarm algorithm
M Khishe, H Mohammadi - Ocean Engineering, 2019 - Elsevier
Due to the variability of the radiated signal of the sonar targets, passive sonar target
classification is a challenging problem in the real world application. Adaptive Mel-frequency …
classification is a challenging problem in the real world application. Adaptive Mel-frequency …
An intelligent evolutionary extreme gradient boosting algorithm development for modeling scour depths under submerged weir
This research presents a new hybridized evolutionary artificial intelligence (AI) model for
modeling depth scouring under submerged weir (ds). The proposed model is based on the …
modeling depth scouring under submerged weir (ds). The proposed model is based on the …
Indirect estimation of swelling pressure of expansive soil: GEP versus MEP modelling
In this article, detailed trials were undertaken to study the variation in genetic parameters in
order to formulate more robust predictive models using gene expression programming …
order to formulate more robust predictive models using gene expression programming …
Simulation of the depth scouring downstream sluice gate: The validation of newly developed data-intelligent models
Sluice gate is a common tool to regulate water conveyance systems like irrigation channels
or pipelines. The interaction between the flow and sediment particles downstream of the …
or pipelines. The interaction between the flow and sediment particles downstream of the …