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Mengzheng Lv

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2020 – today

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2025
[j7]
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  - journals/eswa/ZhaoWWL25
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  - https://dblp.org/rec/journals/eswa/ZhaoWWL25
Yang Zhao, Jianzhou Wang, Yong Wang, Mengzheng Lv:
How to optimize modern portfolio theory? A systematic review and research agenda. Expert Syst. Appl. 263: 125780 (2025)
2024
[j6]
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  - journals/apin/ZhaoWNWL24
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Yang Zhao, Jianzhou Wang, Tong Niu, Ying Wang, Mengzheng Lv:
A novel fuzzification-forecasting-optimization ensemble system for wind speed based on fuzzy theory and a multiobjective optimizer. Appl. Intell. 54(23): 12037-12066 (2024)
[j5]
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Kang Wang, Yanru Liu, Qianyi Xing, Yuansheng Qian, Jianzhou Wang, Mengzheng Lv:
An integrated system to significant wave height prediction: Combining feature engineering, multi-criteria decision making, and hybrid kernel density estimation. Expert Syst. Appl. 241: 122351 (2024)
[j4]
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  - journals/eswa/GaoWZLW24
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Jialu Gao, Jianzhou Wang, Yilin Zhou, Mengzheng Lv, Danxiang Wei:
Enhancing investment performance of Black-Litterman model with AI hybrid system: Can it be done? Expert Syst. Appl. 244: 122924 (2024)
[j3]
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  - journals/isci/LvWWGG24
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Mengzheng Lv, Jianzhou Wang, Shuai Wang, Jialu Gao, Honggang Guo:
Developing a hybrid system for stock selection and portfolio optimization with many-objective optimization based on deep learning and improved NSGA-III. Inf. Sci. 670: 120549 (2024)
2023
[j2]
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  - journals/eswa/WangLLZ23
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Jianzhou Wang, Mengzheng Lv, Zhiwu Li, Bo Zeng:
Multivariate selection-combination short-term wind speed forecasting system based on convolution-recurrent network and multi-objective chameleon swarm algorithm. Expert Syst. Appl. 214: 119129 (2023)
[j1]
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  - journals/jaihc/LvWNL23
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Mengzheng Lv, Jianzhou Wang, Xinsong Niu, Haiyan Lu:
A newly combination model based on data denoising strategy and advanced optimization algorithm for short-term wind speed prediction. J. Ambient Intell. Humaniz. Comput. 14(7): 8271-8290 (2023)

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