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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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浏览/检索结果:
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On the Probability of Generating a Primitive Matrix
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2024, 页码: 17
作者:
Chen, Jingwei
;
Feng, Yong
;
Liu, Yang
;
Wu, Wenyuan
收藏
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浏览/下载:189/0
  |  
提交时间:2024/04/07
Integer matrix
matrix completion
probabilistic algorithm
unimodular matrix
Adaptively-Accelerated Parallel Stochastic Gradient Descent for High-Dimensional and Incomplete Data Representation Learning
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 1, 页码: 92-107
作者:
Qin, Wen
;
Luo, Xin
;
Zhou, Mengchu
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/05/06
Parallel algorithm
industrial application
latent feature analysis
high-dimensional and incomplete data
stochastic gradient descent
parallelization shared-memory
data science
Asynchronous Parallel Fuzzy Stochastic Gradient Descent for High-Dimensional Incomplete Data Representation
期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 卷号: 32, 期号: 2, 页码: 445-459
作者:
Qin, Wen
;
Luo, Xin
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/05/06
Training
Representation learning
Data models
Stochastic processes
Computational modeling
Analytical models
Proteins
Asynchronous parallelization
fuzzy optimization
high-dimensional incomplete (HDI) data
latent feature analysis (LFA)
shared-memory
stochastic gradient descent (SGD)
Parallel Adaptive Stochastic Gradient Descent Algorithms for Latent Factor Analysis of High-Dimensional and Incomplete Industrial Data
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 页码: 14
作者:
Qin, Wen
;
Luo, Xin
;
Li, Shuai
;
Zhou, MengChu
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/12/25
Adaptation models
Training
Data models
Convergence
Stochastic processes
Sparse matrices
Tuning
Big data
latent factor analysis
Index Terms
adaptive model
parallelization
machine learning
stochastic gradient descent
high-dimensional and incomplete matrix
Large-Scale and Scalable Latent Factor Analysis via Distributed Alternative Stochastic Gradient Descent for Recommender Systems
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2022, 卷号: 8, 期号: 2, 页码: 420-431
作者:
Shi, Xiaoyu
;
He, Qiang
;
Luo, Xin
;
Bai, Yanan
;
Shang, Mingsheng
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  |  
浏览/下载:70/0
  |  
提交时间:2022/08/22
Recommender systems
Training
Optimization
Big Data
Cloud computing
Computational modeling
Sparse matrices
Recommender system
latent factor analysis
high-dimensional and sparse matrices
alternative stochastic gradient descent
distributed computing
Efficient and High-quality Recommendations via Momentum-incorporated Parallel Stochastic Gradient Descent-Based Learning
期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2021, 卷号: 8, 期号: 2, 页码: 402-411
作者:
Luo, Xin
;
Qin, Wen
;
Dong, Ani
;
Sedraoui, Khaled
;
Zhou, MengChu
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  |  
浏览/下载:103/0
  |  
提交时间:2021/03/17
Big data
industrial application
industrial data
latent factor analysis
machine learning
parallel algorithm
recommender system (RS)
stochastic gradient descent (SGD)
Application of parallel factor analysis model to decompose excitation-emission matrix fluorescence spectra for characterizing sources of water-soluble brown carbon in PM2.5
期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 223, 页码: 10
作者:
Wang, Huanbo
;
Zhang, Leiming
;
Huo, Tingting
;
Wang, Bin
;
Yang, Fumo
;
Chen, Yang
;
Tian, Mi
;
Qiao, Baoqing
;
Peng, Chao
收藏
  |  
浏览/下载:115/0
  |  
提交时间:2020/08/24
Water-soluble brown carbon
PM2.5
Excitation-emission matrix fluorescence spectroscopy
PARAFAC model
Efficiently Detecting Protein Complexes from Protein Interaction Networks via Alternating Direction Method of Multipliers
期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2019, 卷号: 16, 期号: 6, 页码: 1922-1935
作者:
Hu, Lun
;
Yuan, Xiaohui
;
Liu, Xing
;
Xiong, Shengwu
;
Luo, Xin
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  |  
浏览/下载:103/0
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提交时间:2020/08/24
Protein complex
protein interaction network
alternating direction method of multipliers
efficiency
Autonomic decentralized elasticity based on a reinforcement learning controller for cloud applications
期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 卷号: 94, 页码: 765-780
作者:
Nouri, Seyed Mohammad Reza
;
Li, Han
;
Venugopal, Srikumar
;
Guo, Wenxia
;
He, MingYun
;
Tian, Wenhong
Adobe PDF(2063Kb)
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收藏
  |  
浏览/下载:145/0
  |  
提交时间:2019/04/18
Cloud computing
Autonomic decentralized elasticity
Reinforcement learning
Resource provisioning
Cloud applications
THE PSLQ ALGORITHM FOR EMPIRICAL DATA
期刊论文
MATHEMATICS OF COMPUTATION, 2019, 卷号: 88, 期号: 317, 页码: 1479-1501
作者:
Feng, Yong
;
Chen, Jingwei
;
Wu, Wenyuan
Adobe PDF(321Kb)
  |  
收藏
  |  
浏览/下载:247/0
  |  
提交时间:2019/03/01
Integer relation
PSLQ
empirical data