Verification of novel integrations of swarm intelligence algorithms into deep learning neural network for flood susceptibility mapping

•Examination of hybrid models that combine several swarm intelligenceoptimizers with deep learning neural network.•Comparison of performance of proposed models with benchmarked classifiers and algorithms.•Potential application of proposed models in flood susceptibility mapping is investigated. This...

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