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Research article

First published 2021-5

Tourism Demand Forecasting: A Decomposed Deep Learning Approach

Yishuo Zhang, Gang Li, Birgit Muskat [...]

Journal of Travel Research

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Research article

First published 2022-12

Tourism demand forecasting: An ensemble deep learning approach

Shaolong Sun, Yanzhao Li, Ju-e Guo [...]

Tourism Economics

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Research article

First published 2025-9

Crime forecasting: A spatio-temporal analysis with deep learning models

Li Mao, Wei Du, Shuo Wen [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2023-11

Fine-grained tourism demand forecasting: A decomposition ensemble deep learning model

Jian-Wu Bi, Tian-Yu Han, Yanbo Yao

Tourism Economics

Open access

Research article

First published 2019-2

A parallel spatiotemporal deep learning network for highway traffic flow forecasting

Dongxiao Han, Juan Chen, Jian Sun

International Journal of Distributed Sensor Networks

Open access

Review article

First published 2024-1

A bibliometric literature review of stock price forecasting: From statistical model to deep learning approach

Pham Hoang Vuong, Lam Hung Phu, Tran Hong Van Nguyen [...]

Science Progress

Free access

Research article

First published 2022-07-21

A novel transfer deep learning model with reinforcement-learning-based hyperparameter optimization for short-term load forecasting during the COVID-19 pandemic

Shuai Zhang, Qian Chen, Wenhua Zeng [...]

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

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Research article

First published 2018-11

A scalable approach based on deep learning for big data time series forecasting

J.F. Torres, A. Galicia, A. Troncoso [...]

Integrated Computer-Aided Engineering

Open access

Research article

First published 2026

Evaluation of Machine Learning and Deep Learning Models for Multi-Horizon Crowd Forecasting at Scheveningen Beach,The Netherlands

Theivaprakasham Hari, Winnie Daamen, Sascha Hoogendoorn-Lanser [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2023-03-09

Application of deep learning to multivariate aviation weather forecasting by long short-term memory

Chuen-Jyh Chen, Chieh-Ni Huang, Shih-Ming Yang

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

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