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Zakaria Al Bakkari, Ikram El Azami, Adil El Makrani, Moulay Hafid Aabidi

Syukur Jaya Mendrofa, Haryono Soeparno

Fang Liu, Chen Liang, Zhihan Jia

Zhiqi Shao, Xusheng Yao, Feng Chen, Ze Wang, Junbin Gao

Atoosa Rezaei, Iheb Abdellatif, Amjad Umar

Danielle Khalife, Jad Yammine, Tatiana El Bazi, Chamseddine Zaki, Nada Jabbour Al Maalouf

Manali Patel, Krupa Jariwala, Chiranjoy Chattopadhyay

Sofia Giantsidi, Claudia Tarantola

Mingfei Zhang, Chengze Du

Konstantinos Liagkouras, Konstantinos Metaxiotis

Volodymyr Shymanskyi, Viktor Sabov

Shubham Agrawal, Nitin Kumar, Geetanjali Rathee, Chaker Abdelaziz Kerrache, Carlos T. Calafate, Muhammad Bilal

Indu Malik, Babli Kumari, Jasmine, Mirnal Sahai

Aditi Agrawal, Akshita Sharma, Ashu Kumari, Shreya S

Malathi J, Paulraj Jayasimman I

Dhaval Mehta, Nipun Dahiya, Ishani Saha, Payal Mishra

Enli Wei, Zihao Wang

Cheng Zhang, Nilam Nur Amir Sjarif, Roslina Ibrahim

Honglin Liao, Jiacheng Huang, Yong Tang

Bassant A. Abdelfattah, Saad M. Darwish, Saleh M. Elkaffas

Zinnet Duygu Akşehir, Erdal Kılıç

Abel Díaz Berenguer, Yifei Da, Matías Nicolás Bossa, Meshia Cédric Oveneke, Hichem Sahli

Kaifeng Guo, Haoling Xie

Laizhong Ding, Chunyi Li, Zhen Lei, Changjie Zhang, Lei Wei, Zengzhang Guo, Ying Li, Xin Fan, Daokun Qi, Junjian Wang

Tafia Hasna Putri, Rezzy Eko Caraka, Toni Toharudin, Yunho Kim, Rung-Ching Chen, Prana Ugiana Gio, Anjar Dimara Sakti, Resa Septiani Pontoh, Indah Reski Pratiwi, Farid Azhar Lutfi Nugraha, Thalita Safa Azzahra, Jessica Jesslyn Cerelia, Gumgum Darmawan, Defi Yusti Faidah, Bens Pardamean

Govinda K, Akhil Chintalapati, Aparajita Senapati, Khashbhat Enkhbat

Elvir Akhmetshin, Elena Klochko, Iryna Andryushchenko, E. Laxmi Lydia, Gudikandhula Narasimha Rao

Wan Yan, Mohamed Elbushra

Yuanzhe Jia, Ali Anaissi, Basem Suleiman

Zhende Wang, Yongbin Wang, Shengkui Zhang, Suzhen Wang, Zhen Xu, ZiJian Feng

Guangyu Mu, Nan Gao, Yuhan Wang, Li Dai

Manali Patel, Krupa Jariwala, Chiranjoy Chattopadhyay

Jin-Xian Liu, Jenq-Shiou Leu, Stefan Holst

Yanxiang Mi, Donghai Xu, Tielin Gao

Erizal ERIZAL, Mohammad DIQI

Tran Trong Huynh, Bui Thanh Khoa

Anuradha Yenkikar, C. Narendra Babu

Charalampos M. Liapis, Sotiris Kotsiantis

Xingjian Wen, Yaxuan Chen, Kai Yang, Fan Wang, Xijie Li

Anuradha Yenkikar, C. Narendra Babu, D. Jude Hemanth

Bui Thanh Khoa, Tran Trong Huynh

Junwen Yang, Yunmin Wang, Xiang Li

Yuan Hua, Runde Zhu, Yanan Duan

Ying-Lei Lin, Chi-Ju Lai, Ping-Feng Pai

Yuan Huang, Junhao Yu, Xiaohong Dai, Zheng Huang, Yuanyuan Li

Kai Ye, Yangheran Piao, Kun Zhao, Xiaohui Cui

2026	A Deep Learning-Based Multimodal Feature Fusion Approach for Sentiment Classification Service Science and Management 泽灿高
2026	Lecture Notes in Networks and Systems Zakaria Al Bakkari, Ikram El Azami, Adil El Makrani, Moulay Hafid Aabidi
2026	Studies in Computational Intelligence Syukur Jaya Mendrofa, Haryono Soeparno
2026	Lecture Notes on Multidisciplinary Industrial Engineering K. Harish, B. Baiju
2025	Bitcoin Price Prediction Using Sentiment Analysis and Empirical Mode Decomposition Computational Economics Serdar Arslan
2025	Application of the Deep Learning Integrated Framework CEEMDAN-GRU-Informer in Financial Time Series Prediction Computational Economics Fang Liu, Chen Liang, Zhihan Jia
2025	Revisiting time-varying dynamics in stock market forecasting: A multi-source sentiment analysis approach with large language model Decision Support Systems Zhiqi Shao, Xusheng Yao, Feng Chen, Ze Wang, Junbin Gao
2025	Towards Economic Sustainability: A Comprehensive Review of Artificial Intelligence and Machine Learning Techniques in Improving the Accuracy of Stock Market Movements International Journal of Financial Studies Atoosa Rezaei, Iheb Abdellatif, Amjad Umar
2025	Analyzing the impact of investor sentiment on S&P 500 prices using deep learning models Journal of Financial Reporting and Accounting Danielle Khalife, Jad Yammine, Tatiana El Bazi, Chamseddine Zaki, Nada Jabbour Al Maalouf
2025	A Systematic Review on Graph Neural Network-based Methods for Stock Market Forecasting ACM Computing Surveys Manali Patel, Krupa Jariwala, Chiranjoy Chattopadhyay
2025	Deep learning for financial forecasting: A review of recent trends International Review of Economics & Finance Sofia Giantsidi, Claudia Tarantola
2025	2025 17th International Conference on Advanced Computational Intelligence (ICACI) Mingfei Zhang, Chengze Du
2025	A Hybrid Long Short-Term Memory with a Sentiment Analysis System for Stock Market Forecasting Electronics Konstantinos Liagkouras, Konstantinos Metaxiotis
2025	Lecture Notes on Data Engineering and Communications Technologies Volodymyr Shymanskyi, Viktor Sabov
2025	Improving stock market prediction accuracy using sentiment and technical analysis Electronic Commerce Research Shubham Agrawal, Nitin Kumar, Geetanjali Rathee, Chaker Abdelaziz Kerrache, Carlos T. Calafate, Muhammad Bilal
2025	Application of LSTM Model Based on Deep Learning in Stock Price Prediction E-Commerce Letters 心妍徐
2025	Second International Conference on Big Data, Computational Intelligence, and Applications (BDCIA 2024) Yue Niu
2025	2025 5th International Conference on Advancement in Electronics & Communication Engineering (AECE) Indu Malik, Babli Kumari, Jasmine, Mirnal Sahai
2025	2025 6th International Conference on Inventive Research in Computing Applications (ICIRCA) Aditi Agrawal, Akshita Sharma, Ashu Kumari, Shreya S
2025	2025 2nd International Conference on Artificial Intelligence and Knowledge Discovery in Concurrent Engineering (ICECONF) Malathi J, Paulraj Jayasimman I
2025	2025 3rd International Conference on Communication, Security, and Artificial Intelligence (ICCSAI) Dhaval Mehta, Nipun Dahiya, Ishani Saha, Payal Mishra
2025	Proceedings of the 2025 5th International Conference on Applied Mathematics, Modelling and Intelligent Computing Enli Wei, Zihao Wang
2024	Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020–2022 WIREs Data Mining and Knowledge Discovery Cheng Zhang, Nilam Nur Amir Sjarif, Roslina Ibrahim
2024	LEET: stock market forecast with long-term emotional change enhanced temporal model PeerJ Computer Science Honglin Liao, Jiacheng Huang, Yong Tang
2024	Enhancing the Prediction of Stock Market Movement Using Neutrosophic-Logic-Based Sentiment Analysis Journal of Theoretical and Applied Electronic Commerce Research Bassant A. Abdelfattah, Saad M. Darwish, Saleh M. Elkaffas
2024	Analyzing the critical steps in deep learning-based stock forecasting: a literature review PeerJ Computer Science Zinnet Duygu Akşehir, Erdal Kılıç
2024	Causality-driven multivariate stock movement forecasting PLOS ONE Abel Díaz Berenguer, Yifei Da, Matías Nicolás Bossa, Meshia Cédric Oveneke, Hichem Sahli
2024	Deep learning in finance assessing twitter sentiment impact and prediction on stocks PeerJ Computer Science Kaifeng Guo, Haoling Xie
2024	Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications V. Vijayalakshmi
2024	Spatiotemporal evolution of deformation and LSTM prediction model over the slope of the deep excavation section at the head of the South-North Water Transfer Middle Route Canal Heliyon Laizhong Ding, Chunyi Li, Zhen Lei, Changjie Zhang, Lei Wei, Zengzhang Guo, Ying Li, Xin Fan, Daokun Qi, Junjian Wang
2024	Fine-Tuning of Predictive Models CNN-LSTM and CONV-LSTM for Nowcasting PM2.5 Level IEEE Access Tafia Hasna Putri, Rezzy Eko Caraka, Toni Toharudin, Yunho Kim, Rung-Ching Chen, Prana Ugiana Gio, Anjar Dimara Sakti, Resa Septiani Pontoh, Indah Reski Pratiwi, Farid Azhar Lutfi Nugraha, Thalita Safa Azzahra, Jessica Jesslyn Cerelia, Gumgum Darmawan, Defi Yusti Faidah, Bens Pardamean
2024	2024 Second International Conference on Emerging Trends in Information Technology and Engineering (ICETITE) Govinda K, Akhil Chintalapati, Aparajita Senapati, Khashbhat Enkhbat
2024	Lecture Notes in Networks and Systems Elvir Akhmetshin, Elena Klochko, Iryna Andryushchenko, E. Laxmi Lydia, Gudikandhula Narasimha Rao
2024	2024 International Conference on Cloud and Network Computing (ICCNC) Wan Yan, Mohamed Elbushra
2024	ResNLS: An improved model for stock price forecasting Computational Intelligence Yuanzhe Jia, Ali Anaissi, Basem Suleiman
2024	Trend analysis and prediction of gonorrhea in mainland China based on a hybrid time series model BMC Infectious Diseases Zhende Wang, Yongbin Wang, Shengkui Zhang, Suzhen Wang, Zhen Xu, ZiJian Feng
2023	A Stock Price Prediction Model Based on Investor Sentiment and Optimized Deep Learning IEEE Access Guangyu Mu, Nan Gao, Yuhan Wang, Li Dai
2023	2023 IEEE 8th International Conference for Convergence in Technology (I2CT) Manali Patel, Krupa Jariwala, Chiranjoy Chattopadhyay
2023	2023 The 6th International Conference on Software Engineering and Information Management Manali Patel, Krupa Jariwala, Chiranjoy Chattopadhyay
2023	Long Short-term Memory Applied on Amazon's Stock Prediction Highlights in Science, Engineering and Technology Chenze Zhou
2023	Stock price movement prediction based on Stocktwits investor sentiment using FinBERT and ensemble SVM PeerJ Computer Science Jin-Xian Liu, Jenq-Shiou Leu, Stefan Holst
2023	Application of PCA-LSTM algorithm for financial market stock return prediction and optimization model International Journal for Simulation and Multidisciplinary Design Optimization Yanxiang Mi, Donghai Xu, Tielin Gao
2023	PERFORMANCE EVALUATION OF STOCK PREDICTION MODELS USING EMAGRU Applied Computer Science Erizal ERIZAL, Mohammad DIQI
2023	2023 International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE) Kaimao Wang
2023	2023 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT) Tran Trong Huynh, Bui Thanh Khoa
2023	Exploring the sentiment in Borsa Istanbul with deep learning Borsa Istanbul Review Alev Atak
2023	2023 International Conference on Emerging Smart Computing and Informatics (ESCI) Anuradha Yenkikar, C. Narendra Babu
2023	Temporal Convolutional Networks and BERT-Based Multi-Label Emotion Analysis for Financial Forecasting Information Charalampos M. Liapis, Sotiris Kotsiantis
2022	The 2022 5th International Conference on Electronics, Communications and Control Engineering Xingjian Wen, Yaxuan Chen, Kai Yang, Fan Wang, Xijie Li
2022	Semantic relational machine learning model for sentiment analysis using cascade feature selection and heterogeneous classifier ensemble PeerJ Computer Science Anuradha Yenkikar, C. Narendra Babu, D. Jude Hemanth
2022	Long Short‐Term Memory Recurrent Neural Network for Predicting the Return of Rate Underframe the Fama‐French 5 Factor Discrete Dynamics in Nature and Society Bui Thanh Khoa, Tran Trong Huynh
2022	Prediction of stock price direction using the LASSO-LSTM model combines technical indicators and financial sentiment analysis PeerJ Computer Science Junwen Yang, Yunmin Wang, Xiang Li
2022	Quantitative investment prediction analysis for enterprise asset management using machine learning algorithms Journal of Computational Methods in Sciences and Engineering Gefei Sun
2022	2022 IEEE Conference on Telecommunications, Optics and Computer Science (TOCS) Yuan Hua, Runde Zhu, Yanan Duan
2022	Using Deep Learning Techniques in Forecasting Stock Markets by Hybrid Data with Multilingual Sentiment Analysis Electronics Ying-Lei Lin, Chi-Ju Lai, Ping-Feng Pai
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2021	A Heterogeneous Graph Enhanced LSTM Network for Hog Price Prediction Using Online Discussion Agriculture Kai Ye, Yangheran Piao, Kun Zhao, Xiaohui Cui
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