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Research article

First published 1980-11

Estimation and Forecast Performance of a Multivariate Time Series Model of Sales

Mark Moriarty, Gerald Salamon

Journal of Marketing Research

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Research article

First published 2001-6

Forecasting Tourism Using Univariate and Multivariate Structural Time Series Models

Lindsay W. Turner, Stephen F. Witt

Tourism Economics

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Research article

First published 2025

SOFTS++: Fast and accurate linear model for multivariate long-term time series forecasting

Hrvoje Ljubić, Goran Martinović, Tomislav Volarić [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2019-1

Forecasting Seasonal Tourism Demand Using a Multiseries Structural Time Series Method

Jason Li Chen, Gang Li, Doris Chenguang Wu [...]

Journal of Travel Research

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Research article

First published 2025-11

TSDNet: A two-stage decomposition-based hybrid deep neural network for long-term time series forecasting

Sukhyun Cho, Dokyun Kim, Jonghun Park [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2010-12

The vector innovations structural time series framework

Ashton de Silva, Rob J Hyndman, Ralph Snyder

Statistical Modelling

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Research article

First published 2025

Adaptive spatio-temporal graph network for environmental factors forecasting in utility tunnels

Wenbin Song, Peiyi Zhao, Hai Wang [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2018-7

A deep belief network based precipitation forecast approach using multiple environmental factors

Pengcheng Zhang, Yangyang Jia, Lei Zhang [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2024-03-05

RETRACTED: STFormer: A dual-stage transformer model utilizing spatio-temporal graph embedding for multivariate time series forecasting

Yuteng Xiao, Zhaoyang Liu, Hongsheng Yin [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025

ASISTGCRN: A novel approach to traffic prediction using attention-based spatiotemporal graph networks

Fengjing Cai, Yue Wang, Wanghua Yu [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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