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A momentum-incorporated latent factorization of tensors model for temporal-aware QoS missing data prediction 期刊论文
NEUROCOMPUTING, 2019, 卷号: 367, 页码: 299-307
作者:  Wang, Qingxian;  Chen, Minzhi;  Shang, Mingsheng;  Luo, Xin
收藏  |  浏览/下载：445/0  |  提交时间：2019/12/03
Big Data  QoS prediction  Temporal-aware QoS prediction  Stochastic gradient descent  Latent factorization of tensors  Momentum method  
Remote examination of the seasonal succession of phytoplankton assemblages from time-varying trends 期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2019, 卷号: 246, 页码: 687-694
作者:  Zhou, Botian;  Shang, Mingsheng;  Zhang, Sheng;  Feng, Li;  Li, Xiangnan;  Wu, Ling;  Feng, Lei;  Shan, Kun
收藏  |  浏览/下载：408/0  |  提交时间：2019/12/03
Phytoplankton succession  Temporal pattern  Time series analysis  Huan Jing 1 charge-coupled device image  Cyan-chlorophyta index  Three gorges reservoir  
社会网络及其上的传播动力学集成研究 期刊论文
系统工程理论与实践, 2015, 卷号: 35, 期号: 10, 页码: 2557
作者:  尚明生;  邱晓刚
收藏  |  浏览/下载：91/0  |  提交时间：2019/12/03
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：202/0  |  提交时间：2019/12/03
Bayesian network  Cyanobacterial blooms  Microcystis  Eutrophication  Microcystin  Climate warming  Lake Taihu  Lake Chaohu  Lake Dianchi  
On minimizing total energy consumption in the scheduling of virtual machine reservations 期刊论文
Journal of Network and Computer Applications, 2018, 卷号: 113, 页码: 64-74
作者:  Tian, Wenhong;  He, Majun;  Guo, Wenxia;  Huang, Wenqiang;  Shi, Xiaoyu;  Shang, Mingsheng;  Toosi, Adel Nadjaran;  Buyya, Rajkumar
Adobe PDF(4775Kb)  |  收藏  |  浏览/下载：138/0  |  提交时间：2019/06/26
An inherently nonnegative latent factor model for high-dimensional and sparse matrices from industrial applications 期刊论文
IEEE Transactions on Industrial Informatics, 2018, 卷号: 14, 期号: 5, 页码: 2011-2022
作者:  Luo, Xin;  Zhou, Mengchu;  Li, Shuai;  Shang, Mingsheng
Adobe PDF(805Kb)  |  收藏  |  浏览/下载：415/0  |  提交时间：2019/06/26
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)  |  收藏  |  浏览/下载：143/0  |  提交时间：2019/06/24
Recommender systems  collaborative filtering  rating prediction  denoising autoencoders  multi layered perceptron  
Distinguishing two phenotypes of blooms using the normalised difference peak-valley index (NDPI) and Cyano-Chlorophyta index (CCI) 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 卷号: 628-629, 页码: 848-857
作者:  Zhou, Botian;  Shang, Mingsheng;  Wang, Guoyin;  Zhang, Sheng;  Feng, Li;  Liu, Xiangnan;  Wu, Ling;  Shan, Kun
Adobe PDF(4522Kb)  |  收藏  |  浏览/下载：252/0  |  提交时间：2018/07/26
Remote Sensing  Cyanobacteria  Green Algae  Normalised Difference Peak-valley Index  Cyano-chlorophyta Index  Three Gorges Reservoir  
An Inherently Nonnegative Latent Factor Model for High-Dimensional and Sparse Matrices from Industrial Applications 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 卷号: 14, 期号: 5, 页码: 2011-2022
作者:  Luo, Xin;  Zhou, MengChu;  Li, Shuai;  Shang, MingSheng
收藏  |  浏览/下载：508/0  |  提交时间：2018/07/02
Big data  high-dimensional and sparse matrix  learning algorithms  missing-data estimation  nonnegative latent factor analysis  optimization methods recommender system  
Popularity and Novelty Dynamics in Evolving Networks 期刊论文
SCIENTIFIC REPORTS, 2018, 卷号: 8, 页码: 10
作者:  Abbas, Khushnood;  Shang, Mingsheng;  Abbasi, Alireza;  Luo, Xin;  Xu, Jian Jun;  Zhang, Yu-Xia
Adobe PDF(2105Kb)  |  收藏  |  浏览/下载：266/0  |  提交时间：2018/06/04
A Highly Accurate Framework for Self-Labeled Semisupervised Classification in Industrial Applications 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 卷号: 14, 期号: 3, 页码: 909-920
作者:  Wu, Di;  Luo, Xin;  Wang, Guoyin;  Shang, Mingsheng;  Yuan, Ye;  Yan, Huyong
收藏  |  浏览/下载：213/0  |  提交时间：2018/06/04
Differential evolution (DE)  general framework  industrial application  positioning optimization  self-labeled  semi-supervised classification (SSC)  
推荐系统：从个性化算法到算法的个性化 期刊论文
西华师范大学学报(自然科学版), 2016, 期号: 1, 页码: 61-66+3
作者:  尚明生
Adobe PDF(1288Kb)  |  收藏  |  浏览/下载：63/0  |  提交时间：2018/03/16
推荐系统  个性化推荐  算法参数的个性化  推荐算法的个性化  
Effects of the bipartite structure of a network on performance of recommenders 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2018, 卷号: 492, 页码: 1257-1266
作者:  Wang, Qing-Xian;  Li, Jian;  Luo, Xin;  Xu, Jian-Jun;  Shang, Ming-Sheng
收藏  |  浏览/下载：127/0  |  提交时间：2018/03/16
Bipartite network  Clustering coefficient  Network density  User-item ratio  Recommender system  
Performance of latent factor models with extended linear biases 期刊论文
Knowledge-Based Systems, 2017, 卷号: 123, 页码: 128-136
作者:  Chen, Jia;  Luo, Xin;  Yuan, Ye;  Shang, Mingsheng;  Ming, Zhong;  Xiong, Zhang
Adobe PDF(2755Kb)  |  收藏  |  浏览/下载：97/0  |  提交时间：2018/03/16
An integration platform for modelling the dynamics of opinion and epidemic on social network 期刊论文
Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 2015, 卷号: 35, 期号: 10, 页码: 2557-2563
作者:  Shang, Ming-Sheng;  Qiu, Xiao-Gang
Adobe PDF(2510Kb)  |  收藏  |  浏览/下载：47/0  |  提交时间：2018/03/16
A Novel Approach to Extracting Non-Negative Latent Factors From Non-Negative Big Sparse Matrices 期刊论文
IEEE ACCESS, 2016, 卷号: 4, 页码: 2649-2655
作者:  Luo, Xin;  Zhou, Mengchu;  Shang, Mingsheng;  Li, Shuai;  Xia, Yunni
Adobe PDF(9487Kb)  |  收藏  |  浏览/下载：878/1  |  提交时间：2018/03/15
Latent factors  non-negativity  matrix factorization  non-negative big sparse matrix  big data  recommender system  
Recommendation in evolving online networks 期刊论文
EUROPEAN PHYSICAL JOURNAL B, 2016, 卷号: 89, 期号: 2, 页码: 7
作者:  Hu, Xiao;  Zeng, An;  Shang, Ming-Sheng
Adobe PDF(385Kb)  |  收藏  |  浏览/下载：73/0  |  提交时间：2018/03/15
Study of market model describing the contrary behaviors of informed and uninformed agents: Being minority and being majority 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2016, 卷号: 450, 页码: 486-496
作者:  Zhang, Yu-Xia;  Liao, Hao;  Medo, Matus;  Shang, Ming-Sheng;  Yeung, Chi Ho
收藏  |  浏览/下载：69/0  |  提交时间：2018/03/15
Contrary behavior  Risk and profit  Competition system  
An AP-Based Shilling Attack Detector for Collaborative Filtering Recommendation Systems 期刊论文
JOURNAL OF INTERNET TECHNOLOGY, 2017, 卷号: 18, 期号: 5, 页码: 985-993
作者:  Wang, Qingxian;  Wan, Meng;  Shang, Mingsheng;  Cai, Shimin
收藏  |  浏览/下载：74/0  |  提交时间：2018/03/05
Collaborative Filtering  Shilling Attack Detection  Affinity Propagation Clustering  Collective Level  
Long-term effects of user preference-oriented recommendation method on the evolution of online system 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2017, 卷号: 467, 页码: 490-498
作者:  Shi, Xiaoyu;  Shang, Ming-Sheng;  Luo, Xin;  Khushnood, Abbas;  Li, Jian
收藏  |  浏览/下载：80/0  |  提交时间：2018/03/05
Recommender system  User preference-oriented  Personalized recommender method  Evolution  Diversity