Data Sheet 1_A hybrid long short-term memory with generalized additive model and post-hoc explainable artificial intelligence with causal inference for air pollutants prediction in Kimberley, South Africa.docx

Data Sheet 1_A hybrid long short-term memory with generalized additive model and post-hoc explainable artificial intelligence with causal inference for air pollutants prediction in Kimberley, South Africa.docx

<p>The study addresses the problem of nonlinear characteristics of common air pollutants by proposing a deep learning time-series model based on the long short-term memory (LSTM) integrated with a generalized additive model (GAM). LSTM model captures both nonlinear relationships and temporal l...

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Bibliographic Details
Main Author: Israel Edem Agbehadji (21979301) (author)
Other Authors: Ibidun Christiana Obagbuwa (21979304) (author)
Published: 2025
Subjects:
Knowledge Representation and Machine Learning
generative additive model
post-hoc explanation
local interpretable model-agnostic explanation
deep learning
causal inference
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