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中国科学院重庆绿色智能技术研究院机构知识库
KMS Chongqing Institute of Green and Intelligent Technology, CAS
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Relieving Popularity Bias in Interactive Recommendation: A Diversity-Novelty-Aware Reinforcement Learning Approach
期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2024, 卷号: 42, 期号: 2, 页码: 30
作者:
Shi, Xiaoyu
;
Liu, Quanliang
;
Xie, Hong
;
Wu, Di
;
Peng, Bo
;
Shang, Mingsheng
;
Lian, Defu
收藏
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浏览/下载:189/0
  |  
提交时间:2024/04/07
Interactive recommendation
popularity bias
item fairness
reinfor cement learning
Improved Deep Learning Predictions for Chlorophyll Fluorescence Based on Decomposition Algorithms: The Importance of Data Preprocessing
期刊论文
WATER, 2023, 卷号: 15, 期号: 23, 页码: 19
作者:
Wang, Lan
;
Xie, Mingjiang
;
Pan, Min
;
He, Feng
;
Yang, Bing
;
Gong, Zhigang
;
Wu, Xuke
;
Shang, Mingsheng
;
Shan, Kun
收藏
  |  
浏览/下载:200/0
  |  
提交时间:2024/01/17
chlorophyll fluorescence
deep learning
online monitoring
time-series decomposition
Dianchi Lake
Modeling and Optimization of Sensitivity and Creep for Multi-Component Sensing Materials
期刊论文
NANOMATERIALS, 2023, 卷号: 13, 期号: 2, 页码: 21
作者:
Bi, Gangping
;
Xiao, Bowen
;
Lin, Yuanchang
;
Yan, Shaoqiu
;
Tang, Ying
;
He, Songxiying
;
Shang, Mingsheng
;
He, Guotian
收藏
  |  
浏览/下载:509/0
  |  
提交时间:2023/04/06
RSM
SVR
NSGA-II
MWCNTs
MLG
Ni
magnetic field
sensitivity
creep
Non-Negative Latent Factor Model Based on beta-Divergence for Recommender Systems
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 8, 页码: 4612-4623
作者:
Xin, Luo
;
Yuan, Ye
;
Zhou, MengChu
;
Liu, Zhigang
;
Shang, Mingsheng
收藏
  |  
浏览/下载:130/0
  |  
提交时间:2021/08/20
beta-divergence
big data
high-dimensional and sparse (HiDS) matrix
industrial application
learning algorithm
non-negative latent factor (NLF) analysis
recommender system
Algorithms of Unconstrained Non-Negative Latent Factor Analysis for Recommender Systems
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2021, 卷号: 7, 期号: 1, 页码: 227-240
作者:
Luo, Xin
;
Zhou, Mengchu
;
Li, Shuai
;
Wu, Di
;
Liu, Zhigang
;
Shang, Mingsheng
收藏
  |  
浏览/下载:147/0
  |  
提交时间:2021/05/17
Data models
Training
Sparse matrices
Recommender systems
Computational modeling
Big Data
Scalability
Non-negative latent factor analysis
non-negativity
latent factor analysis
unconstrained optimization
high-dimensional and sparse matrix
collaborative filtering
recommender system
big data
Non-Negativity Constrained Missing Data Estimation for High-Dimensional and Sparse Matrices from Industrial Applications
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 1844-1855
作者:
Luo, Xin
;
Zhou, MengChu
;
Li, Shuai
;
Hu, Lun
;
Shang, Mingsheng
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  |  
浏览/下载:124/0
  |  
提交时间:2020/08/24
Computational modeling
Data models
Sparse matrices
Linear programming
Training
Convergence
Analytical models
Alternating-direction-method of multipliers
high-dimensional and sparse matrix
industrial application
non-negative latent factor analysis
recommender system
Application of Bayesian network including Microcystis morphospecies for microcystin risk assessment in three cyanobacterial bloom-plagued lakes, China
期刊论文
HARMFUL ALGAE, 2019, 卷号: 83, 页码: 14-24
作者:
Shan, Kun
;
Shang, Mingsheng
;
Zhou, Botian
;
Li, Lin
;
Wang, Xiaoxiao
;
Yang, Hong
;
Song, Lirong
收藏
  |  
浏览/下载:203/0
  |  
提交时间:2019/12/03
Bayesian network
Cyanobacterial blooms
Microcystis
Eutrophication
Microcystin
Climate warming
Lake Taihu
Lake Chaohu
Lake Dianchi
DCCR: Deep Collaborative Conjunctive Recommender for Rating Prediction
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 60186-60198
作者:
Wang, Qingxian
;
Peng, Binbin
;
Shi, Xiaoyu
;
Shang, Tianqi
;
Shang, Mingsheng
Adobe PDF(4751Kb)
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  |  
浏览/下载:144/0
  |  
提交时间:2019/06/24
Recommender systems
collaborative filtering
rating prediction
denoising autoencoders
multi layered perceptron
SLAs-aware online task scheduling based on deep reinforcement learning method in cloud environment
会议论文
21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019, Zhangjiajie, China, August 10, 2019 - August 12, 2019
作者:
Ran, Longyu
;
Shi, Xiaoyu
;
Shang, Mingsheng
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  |  
浏览/下载:155/0
  |  
提交时间:2020/02/18
Identifying the influential nodes via eigen-centrality from the differences and similarities of structure
期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2018, 卷号: 510, 页码: 77-82
作者:
Zhong, Lin-Feng
;
Shang, Ming-Sheng
;
Chen, Xiao-Long
;
Cai, Shi-Ming
Adobe PDF(433Kb)
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收藏
  |  
浏览/下载:124/0
  |  
提交时间:2018/11/01
Complex Network
Influential Node
Eigen-centrality
Sir
Kendall