Explainable Artificial Intelligence for Crowd Forecasting Using Global Ensemble Echo State Networks

Explainable Artificial Intelligence for Crowd Forecasting Using Global Ensemble Echo State Networks

Crowd monitoring is a primary function in diverse industrial domains, such as smart cities, public transport, and public safety. Recent advancements in low-energy devices and rapid connectivity have enabled the generation of real-time data streams suitable for crowd-monitoring applications. Crowd fo...

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Bibliographic Details
Main Authors: Chamod Samarajeewa, Daswin De Silva, Milos Manic, Nishan Mills, Prabod Rathnayaka, Andrew Jennings
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of the Industrial Electronics Society
Subjects:
Artificial intelligence (AI)
crowd forecasting
echo state networks
global forecasting models
model explainability
Online Access:https://ieeexplore.ieee.org/document/10526417/
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https://ieeexplore.ieee.org/document/10526417/

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