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2025	Leveraging Vector Quantized Variational Autoencoder for Accurate Synthetic Data Generation in Multivariate Time Series MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer Mohammad Diqi, Ema Utami, Kusrini Kusrini, Ferry Wahyu Wibowo
2025	Enhancing Stock Price Forecasting with Deep Learning: Insights from the Saudi Stock Market Computational Economics Rana Baamer, Hamoud Aljamaan
2025	Dynamic Periodic Event Graphs for multivariate time series pattern prediction PeerJ Computer Science SoYoung Park, HyeWon Lee, Sungsu Lim
2025	Multi-feature stock price prediction by LSTM networks based on VMD and TMFG Journal of Big Data Zhixin Zhang, Qingyang Liu, Yanrong Hu, Hongjiu Liu
2025	Forecasting tourism stock index dynamics: a multiscale deep learning framework integrating emerging media data Expert Systems with Applications Feng Shen, Shuai Huang, Wanqing Zhao, Dao Lan
2025	An intelligent framework based on optimized variational mode decomposition and temporal convolutional network: Applications to stock index multi-step forecasting Expert Systems with Applications Yuanyuan Yu, Dongsheng Dai, Qu Yang, Qing Zeng, Yu Lin, Yanxiang Chen
2025	Enhancing Stock Market Prediction Using Gradient Boosting Neural Network: A Hybrid Approach Computational Economics Taraneh Shahin, María Teresa Ballestar de las Heras, Ismael Sanz
2025	Multivariable financial time series forecasting based on phase space reconstruction compensation Neural Computing and Applications Jincheng Li, Linli Zhou, Xuefei Li, Di Wu, Jianqiao Xiong, Liangtu Song
2024	Multi-factor stock trading strategy based on DQN with multi-BiGRU and multi-head ProbSparse self-attention Applied Intelligence Wenjie Liu, Yuchen Gu, Yebo Ge
2024	Forecasting price in a new hybrid neural network model with machine learning Expert Systems with Applications Rui Zhu, Guang-Yan Zhong, Jiang-Cheng Li
2024	Enhancing Economic Stability with Innovative Crude Oil Price Prediction and Policy Uncertainty Mitigation in USD Energy Stock Markets Fluctuation and Noise Letters Umar Islam, Emad Mahrous Awwad, Nadia Mohamed Sarhan, Mohamed Abdel Fattah Sharaf, Ijaz Ali, Inayat Khan, Shehzad Ahmad, Faheem Khan
2024	Communications in Computer and Information Science Andrei Zaichenko, Aleksei Kazakov, Elizaveta Kovtun, Semen Budennyy
2023	2023 International Seminar on Application for Technology of Information and Communication (iSemantic) Gregorius Pramudita Witaradya, Yulianto Tejo Putranto
2023	Predicting Stock Market Volatility Using MODWT with HyFIS and FS.HGD Models Risks Abdullah H. Alenezy, Mohd Tahir Ismail, Sadam AL Wadi, Jamil J. Jaber