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📄Time Series Forecasting Based on Complex Network Analysis

📘Journal: IEEE Access (I.F= 4.809)
🗓Publish year: 2019

📎Study paper

📲Channel: @ComplexNetworkAnalysis
#paper #Forecasting #Time_Series
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📄A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection

🗓Publish year: 2021

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📲Channel: @ComplexNetworkAnalysis
#paper #GNN #Survey #Neural_Network #Forecasting #Anomaly_Detection
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📄A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection

🗓Publish year: 2023

📎Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Time_Series #Forecasting #Classification #Imputation #Anomaly_Detection #survey
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🎓 Visibility Graph Networks for Time Series Forecasting

📘Thesis for the degree of Doctor of Philosophy
🗓Publish year: 2024

🧑‍💻Author: Shengzhong Mao
🏢University: University of Manchester

📎Study Thesis

📱Channel: @ComplexNetworkAnalysis
#Thesis #Visibility_Graph #Time_Series #Forecasting
📃A Systematic Review on Graph Neural Network-based Methods for Stock Market Forecasting

🗓 Publish year: 2024
📘
Journal: ACM Computing Surveys (I.F=23.8)

🧑‍💻Authors: : Manali Patel, Krupa Jariwala, CHIRANJOY CHATTOPADHYAY
🏢Universities: Sardar Vallabhbhai National Institute of Technology, Surat, India.
FLAME University, Pune, India.


📎 Study paper

📱Channel: @ComplexNetworkAnalysis
#paper #GNN #Stock_Market #Forecasting #review
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