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IoT Data Imputation Accuracy Enhancement: A Spatiotemporal Causal Mamba-Diffusion Imputation Model

Year: 2025

Type: article

Source: IEEE Internet of Things Journal

DOI: 10.1109/jiot.2025.3590470

Authors: Xinying Tian, Lei Zhao, Jun Xiong, Xin Hao, Yuan Jiang

Institutions: Sun Yat-sen University, National University of Defense Technology, Deakin University

Language: English

Topic: Traffic Prediction and Management Techniques

Subfield: Building and Construction

Field: Engineering

Domain: Physical Sciences

SDGs: Industry, innovation and infrastructure, Sustainable cities and communities

Open Access status: closed

Funder: National Natural Science Foundation of China

Award: G2363778636

OpenAlex ID: W6884630605

FWCI: 0.851

Cites: 23

Cited by: 2

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