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New Paradigm for Economic and Financial Research With Generative AI: Impact and Perspective
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 页码: 11
作者:
Zheng, Xiaolong
;
Li, Jingyu
;
Lu, Mengyao
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/02/22
Economics
Biological system modeling
Data models
Task analysis
Behavioral sciences
Big Data
Analytical models
finance
generative artificial intelligence (GAI)
reinforcement learning from human feedback (RLHF)
research paradigm
The Development of AgriVerse: Past, Present, and Future
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 10
作者:
Kang, Mengzhen
;
Wang, Xiujuan
;
Wang, Haoyu
;
Hua, Jing
;
de Reffye, Philippe
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2023/02/22
Computational modeling
Biological systems
Biomass
Biological system modeling
Production
Plants (biology)
Metaverse
Agricultural metaverse (AgriVerse)
agriculture cyber-physical-social system (CPSS)
artificial systems
computational experiments
and parallel execution (ACP)
decentralized science (DeSci)
knowledge-and-data driven modeling
parallel agriculture
plant model
Predicting the Epidemics Trend of COVID-19 Using Epidemiological-Based Generative Adversarial Networks
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2022, 卷号: 16, 期号: 2, 页码: 276-288
作者:
Wang, Haishuai
;
Tao, Guangyu
;
Ma, Jiali
;
Jia, Shangru
;
Chi, Lianhua
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/07/25
COVID-19
Predictive models
Mathematical models
Data models
Pandemics
Market research
Biological system modeling
COVID-19
generative adversarial networks
time series prediction
SIR simulation
Differential effects of nitrogen vs. phosphorus limitation on terrestrial carbon storage in two subtropical forests: A Bayesian approach
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 795, 页码: 12
作者:
Du, Zhenggang
;
Wang, Jiawei
;
Zhou, Guiyao
;
Bai, Shahla Hosseini
;
Zhou, Lingyan
收藏
  |  
浏览/下载:65/0
  |  
提交时间:2021/11/05
Nutrient limitation
Nitrogen process
Phosphorus process
Data assimilation
Biological stoichiometry
Evaluation and Spatial-Temporal Difference Analysis of Urban Water Resource Utilization Efficiency Based on Two-Stage DEA Model
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 页码: 15
作者:
Xie, Qiwei
;
Ma, Hewen
;
Zheng, Xiaolong
;
Wang, Xiao
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2022/01/27
Water resources
Biological system modeling
Urban areas
Economics
Econometrics
Analytical models
Water pollution
Bayes information criterion (BIC)
cities
data envelopment analysis (DEA)
Shannon entropy
spatial econometric
utilization efficiency of urban water resources
Online Active Learning for Drifting Data Streams
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Liu, Sanmin
;
Xue, Shan
;
Wu, Jia
;
Zhou, Chuan
;
Yang, Jian
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/04/02
Labeling
Data models
Uncertainty
Biological system modeling
Computational modeling
Cognition
Adaptation models
Active learning
concept drift
data stream classification
online incremental learning
A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Min, Wenwen
;
Wan, Xiang
;
Chang, Tsung-Hui
;
Zhang, Shihua
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2022/04/02
Gene expression
Biology
Biological system modeling
Principal component analysis
Mathematical model
Data models
Big Data
Absolute-valued graph regularization
graph regularization
sparse learning
structured sparse singular value decomposition (SVD)
Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5285-5299
作者:
Xiao, Jin
;
Jia, Yanlin
;
Jiang, Xiaoyi
;
Wang, Shouyang
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/04/26
Biological system modeling
Data models
Biological neural networks
Predictive models
Neurons
Mathematical model
Complex-valued external criterion
complex-valued group method of data handling (GMDH)-type neural network
parameter estimation
real-valued classification
Improved Symmetric and Nonnegative Matrix Factorization Models for Undirected, Sparse and Large-Scaled Networks: A Triple Factorization-Based Approach
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 卷号: 16, 期号: 5, 页码: 3006-3017
作者:
Song, Yan
;
Li, Ming
;
Luo, Xin
;
Yang, Guisong
;
Wang, Chongjing
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2020/08/24
Computational modeling
Sparse matrices
Biological system modeling
Symmetric matrices
Matrix decomposition
Linear programming
Convergence
Big data
data analysis
latent factor
nonnegativity
sparse and large-scaled network
symmetry
triple-factorization
undirected
Traffic Flow Imputation Using Parallel Data and Generative Adversarial Networks
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 卷号: 21, 期号: 4, 页码: 1624-1630
作者:
Chen, Yuanyuan
;
Lv, Yisheng
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2020/06/02
Generators
Data models
Gallium nitride
Generative adversarial networks
Training
Loss measurement
Biological system modeling
Parallel data
generative adversarial networks
traffic flow imputation
data augmentation
deep learning
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