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检索条件"机构=Experimental Center of Data Science and Intelligent Decision-Making"
38 条 记 录,以下是11-20 订阅
排序:
Can Gaussian Sketching Converge Faster on a Preconditioned Landscape?  41
Can Gaussian Sketching Converge Faster on a Preconditioned L...
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41st International Conference on Machine Learning, ICML 2024
作者: Wang, Yilong Ye, Haishan Dai, Guang Tsang, Ivor W. Center for Intelligent Decision-Making and Machine Learning School of Management Xi'an Jiaotong University China SGIT AI Lab State Grid Corporation of China China Singapore College of Computing and Data Science NTU Singapore
This paper focuses on the large-scale optimization which is very popular in the big data era. The gradient sketching is an important technique in the large-scale optimization. Specifically, the random coordinate desce... 详细信息
来源: 评论
Double Stochasticity Gazes Faster: Snap-Shot Decentralized Stochastic Gradient Tracking Methods  41
Double Stochasticity Gazes Faster: Snap-Shot Decentralized S...
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41st International Conference on Machine Learning, ICML 2024
作者: Di, Hao Ye, Haishan Chang, Xiangyu Dai, Guang Tsang, Ivor W. Center for Intelligent Decision-Making and Machine Learning School of Management Xi'an Jiaotong University China SGIT AI Lab State Grid Corporation of China China College of Computing and Data Science NTU Singapore Singapore
In decentralized optimization, m agents form a network and only communicate with their neighbors, which gives advantages in data ownership, privacy, and scalability. At the same time, decentralized stochastic gradient... 详细信息
来源: 评论
Time series prediction and application based on multi-kernel support vector regression  2
Time series prediction and application based on multi-kernel...
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2nd International Symposium on Computer Applications and Information Systems, ISCAIS 2023
作者: Yi, Xiaoxing Wen, Xueting Yin, Xiangfeng School of Mathematics and Computational Science Hunan University of Science and Technology Hunan province Xiangtan China School of Mathematics and Computational Science Hunan University of Science and Technology Hunan Engineering Research Center for Big Data and Intelligent Decision-making of Industrial Development Hunan province Xiangtan China
In this paper, we propose a new MRMRKA-SVR-GARCH model to predict the volatility of time series. This model is a combination of the MRMRKA-SVR model and the GARCH model. Since SVR-GARCH model has been successfully emp... 详细信息
来源: 评论
The impact of high-speed railway construction on regional economic development in Hubei Province
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Management System Engineering 2024年 第1期3卷 1-21页
作者: Chen, Yajuan Lv, Yuejiao Zhang, Yanjie School of Management Wuhan University of Technology Wuhan China Research Center for Data Science and Intelligent Decision Making Wuhan University of Technology Wuhan China
Based on the panel data of 16 cities in Hubei Province from 2009 to 2019 (excluding the data during Covid-19 pandemic period), we construct multi-temporal difference-in-differences model (DID) and Spatial Durbin model...
来源: 评论
A novel Group-FlowSort method for sorting large-scale problems with application to market segmentation
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Management System Engineering 2022年 第1期1卷 1-16页
作者: Qin, Jindong Guo, Qiuwei Qu, Chenhui School of Management Wuhan University of Technology Wuhan China Research Center for Data Science and Intelligent Decision Making Wuhan University of Technology Wuhan China
In the big data era, promising telecom companies need to develop their user strategies when facing large-scale data. For this purpose, we considered a typical strategy decision problem like market segmentation using a...
来源: 评论
Urban system equilibrium model in an asymmetric polycentric city and the influence of rail transit investment
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Management System Engineering 2024年 第1期3卷 1-16页
作者: Chen, Yajuan Tian, Xin Huang, Han School of Management Wuhan University of Technology Wuhan China Research Center for Data Science and Intelligent Decision Making Wuhan University of Technology Wuhan China
Taking bus and subway into account, an asymmetric polycentric urban system equilibrium model is constructed to explore the impacts of rail transit on the distribution of residents and labor force in a linear polycentr...
来源: 评论
Double Variance Reduction: A Smoothing Trick for Composite Optimization Problems without First-Order Gradient  41
Double Variance Reduction: A Smoothing Trick for Composite O...
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41st International Conference on Machine Learning, ICML 2024
作者: Di, Hao Ye, Haishan Zhang, Yueling Chang, Xiangyu Dai, Guang Tsang, Ivor W. Center for Intelligent Decision-Making and Machine Learning School of Management Xi'an Jiaotong University China SGIT AI Lab State Grid Corporation of China China International Business School Beijing Foreign Studies University Beijing China Singapore College of Computing and Data Science NTU Singapore
Variance reduction techniques are designed to decrease the sampling variance, thereby accelerating convergence rates of first-order (FO) and zeroth-order (ZO) optimization methods. However, in composite optimization p... 详细信息
来源: 评论
Deep Learning on Parkinson's Rat behavior Point Sets in Open Field  20
Deep Learning on Parkinson's Rat behavior Point Sets in Open...
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2020 International Symposium on Artificial Intelligence in Medical sciences, ISAIMS 2020
作者: Wu, Lei He, Quan Cao, Hezhi Liu, Long Research Center for Big Data and Intelligent Decision Making School of Computer Science and Engineering Hunan University of Science and Technology Xiangtan Hunan province China Department of Biology and Chemistry National University of Defense Technology Changsha Hunan province China College of Electronic Science and Technology National University of Defense Technology Changsha Hunan province China
Parkinson's disease (PD) is one of the common progressive neurodegenerative disorder with motor deficits. A substantial volume of research has reported various methods to characterize Parkinson's rat model, bu... 详细信息
来源: 评论
Enterprise digital management: research review, current status and prospects
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Management System Engineering 2024年 第1期3卷 1-19页
作者: Han, Xiao Hu, Yixuan Wang, Li Zhou, Rui School of Management Wuhan University of Technology Wuhan China Research Center for Data Science and Intelligent Decision Making Wuhan University of Technology Wuhan China School of Business East China University of Science and Technology Shanghai China
With the advent of the digital economy era, digital management has become a hot topic of concern in both the industry and academia. Focusing on digital management in enterprises, this article consists of 750 CSSCI sou...
来源: 评论
Joint advertising and ordering decisions under the pre-sales crowdfunding
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Management System Engineering 2023年 第1期2卷 1-14页
作者: Zeng, Kuan Shen, Yaohan School of Management Wuhan Textile University Wuhan China Research Center of Enterprise Decision Support Key Research Institute of Humanities and Social Sciences Wuhan China School of Management Wuhan University of Technology Wuhan China Research Center for Data Science and Intelligent Decision Making Wuhan University of Technology Wuhan China
Our study considers a company launching new product on pre-sales crowdfunding platform and explores the joint advertising and ordering decisions in mass market thereafter. Under the “AON” mechanism, we construct pro...
来源: 评论