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A Double-Space and Double-Norm Ensembled Latent Factor Model for Highly Accurate Web Service QoS Prediction 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2023, 卷号: 16, 期号: 2, 页码: 802-814
作者:  Wu, Di;  Zhang, Peng;  He, Yi;  Luo, Xin
收藏  |  浏览/下载：9/0  |  提交时间：2023/12/25
Web service  service selection  Quality-of-Service (QoS)  latent factor analysis  missing data prediction  big data  
A Quantitative Risk Assessment Model for Distribution Cyber-Physical System Under Cyberattack 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 3, 页码: 2899-2908
作者:  Deng, Song;  Zhang, Jiantang;  Wu, Di;  He, Yi;  Xie, Xiangpeng;  Wu, Xindong
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/25
Risk management  Security  Load modeling  Cyberattack  Mathematical models  Distribution networks  Bayes methods  distribution cyber-physical system (DCPS)  infectious disease model  load loss  risk assessment  
Quantitative combination load forecasting model based on forecasting error optimization 期刊论文
COMPUTERS & ELECTRICAL ENGINEERING, 2022, 卷号: 101, 页码: 11
作者:  Deng, Song;  Chen, Fulin;  Wu, Di;  He, Yi;  Ge, Hui;  Ge, Yuan
收藏  |  浏览/下载：40/0  |  提交时间：2022/08/22
Gene expression programming  Data noise reduction  Load forecasting error  Combination load forecasting  
A Data-Characteristic-Aware Latent Factor Model for Web Services QoS Prediction 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 6, 页码: 2525-2538
作者:  Wu, Di;  Luo, Xin;  Shang, Mingsheng;  He, Yi;  Wang, Guoyin;  Wu, Xindong
收藏  |  浏览/下载：63/0  |  提交时间：2022/08/22
Web Service  quality-of-service  QoS  latent factor analysis  density peak  data-characteristic-aware  missing data  big data  topological neighborhood  noise data  service selection  data science  
A Posterior-Neighborhood-Regularized Latent Factor Model for Highly Accurate Web Service QoS Prediction 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2022, 卷号: 15, 期号: 2, 页码: 793-805
作者:  Wu, Di;  He, Qiang;  Luo, Xin;  Shang, Mingsheng;  He, Yi;  Wang, Guoyin
收藏  |  浏览/下载：48/0  |  提交时间：2022/08/22
Web service  quality-of-service  latent factor analysis  posterior-neighborhood  regularization  cloud computing  big data  
A Latent Factor Analysis-Based Approach to Online Sparse Streaming Feature Selection 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 15
作者:  Wu, Di;  He, Yi;  Luo, Xin;  Zhou, MengChu
收藏  |  浏览/下载：40/0  |  提交时间：2022/08/22
Big data  computational intelligence  latent factor analysis (LFA)  missing data  online algorithm  online feature selection  sparse streaming feature  streaming feature  
A Deep Latent Factor Model for High-Dimensional and Sparse Matrices in Recommender Systems 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 7, 页码: 4285-4296
作者:  Wu, Di;  Luo, Xin;  Shang, Mingsheng;  He, Yi;  Wang, Guoyin;  Zhou, MengChu
收藏  |  浏览/下载：202/0  |  提交时间：2021/08/20
Big data  deep model  high-dimensional and sparse (HiDS) matrix  latent factor (LF) analysis  recommender system (RS)  
Online learning from capricious data streams: A generative approach 会议论文
28th International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10, 2019 - August 16, 2019
作者:  He, Yi;  Wu, Baijun;  Wu, Di;  Beyazit, Ege;  Chen, Sheng;  Wu, Xindong
收藏  |  浏览/下载：239/0  |  提交时间：2020/02/18
A data-aware latent factor model for web service Qos prediction 会议论文
23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2019, Macau, China, April 14, 2019 - April 17, 2019
作者:  Wu, Di;  Luo, Xin;  Shang, Mingsheng;  He, Yi;  Wang, Guoyin;  Wu, Xindong
收藏  |  浏览/下载：166/0  |  提交时间：2020/02/18
Supervised data synthesizing and evolving-a framework for real-world traffic crash severity classification 会议论文
30th International Conference on Tools with Artificial Intelligence, ICTAI 2018, Volos, Greece, November 5, 2018 - November 7, 2018
作者:  He, Yi;  Wu, Di;  Beyazit, Ege;  Sun, Xiaoduan;  Wu, Xindong
Adobe PDF(786Kb)  |  收藏  |  浏览/下载：97/0  |  提交时间：2019/06/25