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The design and implementation of a deep reinforcement learning and quantum finance theory-inspired portfolio investment management system
Journal article
Expert Systems with Applications,2024, volume: 238
Authors:
Qiu, Yitao
;
Liu, Rong Kai
;
Lee, Raymond S.T.
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  |  
View/Download:7/0
  |  
Submit date:2024/03/12
Deep Deterministic Policy Gradient
Deep learning
Deep reinforcement learning
Machine learning
Portfolio management
Quantum finance
Self-Supervised Random Forest on Transformed Distribution for Anomaly Detection
Journal article
IEEE Transactions on Neural Networks and Learning Systems,2024
Authors:
Liu, Jiabin
;
Wang, Huadong
;
Hang, Hanyuan
;
Ma, Shumin
;
Shen, Xin
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  |  
View/Download:2/0
  |  
Submit date:2024/06/19
Anomaly detection
Anomaly detection
Classification tree analysis
data distribution
Forestry
Fourier transforms
random forest (RF) classifier
Random forests
random Fourier transform (RFT)
random orthogonal rotations
self-supervised learning
Self-supervised learning
Task analysis
Unsupervised meta-learning via spherical latent representations and dual VAE-GAN
Journal article
Applied Intelligence,2023, volume: 53, issue: 19, pages: 22775-22788
Authors:
Fan, Wentao
;
Huang, Hanyuan
;
Liang, Chen
;
Liu, Xin
;
Peng, Shu Juan
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  |  
View/Download:7/0
  |  
Submit date:2023/11/21
GAN
Meta-learning
Unsupervised learning
VAE
Von Mises-Fisher
ESG评价标准
Technical Standard
2021
Authors:
周晋峰
;
马勇
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  |  
View/Download:16/0
  |  
Submit date:2022/04/02
The design and implementation of quantum finance-based hybrid deep reinforcement learning portfolio investment system
Conference paper
Journal of Physics: Conference Series, Beijing, Virtual, December 2-4, 2020
Authors:
Qiu, Yitao
;
Liu, Rongkai
;
Lee, Raymond S.T.
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  |  
View/Download:10/0
  |  
Submit date:2021/10/19
AI-Based Language Chatbot 2.0 – The Design and Implementation of English Language Concept Learning Agent App
Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Zhuhai, November 11-12, 2021
Authors:
Liu, Rui
;
Shu, Xin
;
Li, Peishan
;
Xu, Yinong
;
Yeung, Philip
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  |  
View/Download:12/0
  |  
Submit date:2022/02/23
BERT
Concept learning
English language chatbot
Word2vec
WordNet
异构视频传感器网络目标全视角覆盖估计模型
Journal article
电子学报 / Acta Electronica Sinica,2021, volume: 49, issue: 1, pages: 77-84
Authors:
刘志敏
;
欧阳章东
;
王田
;
刘树锟
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  |  
View/Download:4/0
  |  
Submit date:2021/12/02
视频传感器网络
覆盖估计
全视角覆盖
节点预测
Coverage estimation
Full view coverage
Heterogeneous visual sensor network
Node prediction
Understanding distributional ambiguity via non-robust chance constraint
Conference paper
ICAIF 2020 - 1st ACM International Conference on AI in Finance, Virtual, Online, OCT 15-16, 2020
Authors:
Ma, Shumin
;
Leung, Cheuk Hang
;
Wu, Qi
;
Liu, Wei
;
Peng, Nanbo
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  |  
View/Download:9/0
  |  
Submit date:2022/05/20
Chance constraint
Distributionally robust optimization
Heavy-tail distributions
KL divergence
Portfolio selection
φ-divergence
When sensor-cloud meets mobile edge computing
Review
2019
Authors:
Wang, Tian
;
Lu, Yucheng
;
Cao, Zhihan
;
Shu, Lei
;
Zheng, Xi
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  |  
View/Download:3/0
  |  
Submit date:2021/12/02
Cloud computing
Mobile edge computing
Sensor-clouds
WSNs
Broadcast Based Code Dissemination Scheme for Duty Cycle Based Wireless Sensor Networks
Journal article
IEEE Access,2019, volume: 7, pages: 105258-105286
Authors:
Shu, Ting
;
Liu, Wei
;
Wang, Tian
;
Deng, Qingyong
;
Zhao, Ming
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  |  
View/Download:2/0
  |  
Submit date:2021/12/02
code dissemination
delay
duty cycle
energy efficiency
Wireless sensor networks