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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：7/0  |  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  
Generalized Nesterov's Acceleration-Incorporated, Non-Negative and Adaptive Latent Factor Analysis 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2022, 卷号: 15, 期号: 5, 页码: 2809-2823
作者:  Luo, Xin;  Zhou, Yue;  Liu, Zhigang;  Hu, Lun;  Zhou, MengChu
收藏  |  浏览/下载：79/0  |  提交时间：2022/12/26
Computational modeling  Acceleration  Sparse matrices  Adaptation models  Training  Data models  Convergence  Services computing  service application  big data  latent factor analysis  non-negative latent factor model  high-dimensional and sparse matrix  recommender system  missing data  
Targeted delivery and enhanced uptake of chemo-photodynamic nanomedicine for melanoma treatment 期刊论文
ACTA BIOMATERIALIA, 2022, 卷号: 147, 页码: 356-365
作者:  Huang, Xiaobei;  Mu, Ning;  Ding, Yuanfu;  Lam, Hou Wang;  Yue, Ludan;  Gao, Cheng;  Chen, Tunan;  Yuan, Zhen;  Wang, Ruibing
收藏  |  浏览/下载：41/0  |  提交时间：2022/08/22
Photodynamic-chemotherapeutic therapy  Pt(IV) prodrug  Charge -reversal  Targeted drug delivery  Controlled drug release  
Multi-Structure KELM With Attention Fusion Strategy for Hyperspectral Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 17
作者:  Sun, Le;  Fang, Yu;  Chen, Yuwen;  Huang, Wei;  Wu, Zebin;  Jeon, Byeungwoo
收藏  |  浏览/下载：45/0  |  提交时间：2022/12/26
Feature extraction  Training  Deep learning  Kernel  Hyperspectral imaging  Electronic mail  Extreme learning machines  Attention mechanisms  hyperspectral image (HSI) classification  kernel extreme learning machine (KELM)  multifeature  multiscale (MS)  
Identifying and mapping individual plants in a highly diverse high-elevation ecosystem using UAV imagery and deep learning 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2020, 卷号: 169, 页码: 280-291
作者:  Zhang, Ce;  Atkinson, Peter M.;  George, Charles;  Wen, Zhaofei;  Diazgranados, Mauricio;  Gerard, France
收藏  |  浏览/下载：56/0  |  提交时间：2021/02/24
Multi-scale deep learning  Residual U-Net  Scale sequence  Semantic segmentation  Paramos  
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)  |  收藏  |  浏览/下载：148/0  |  提交时间：2019/04/18
Cloud computing  Autonomic decentralized elasticity  Reinforcement learning  Resource provisioning  Cloud applications  
Elastic-net regularized latent factor analysis-based models for recommender systems 期刊论文
NEUROCOMPUTING, 2019, 卷号: 329, 页码: 66-74
作者:  Wang, Dexian;  Chen, Yanbin;  Guo, Junxiao;  Shi, Xiaoyu;  He, Chunlin;  Luo, Xin;  Yuan, Huaqiang
Adobe PDF(1965Kb)  |  收藏  |  浏览/下载：213/0  |  提交时间：2019/01/17
Big data  Recommender systems  Collaborative filtering  Latent factor analysis  Elastic-net  Regularization  Latent factor distribution  
Prioritizing predictive biomarkers for gene essentiality in cancer cells with mRNA expression data and DNA copy number profile 期刊论文
BIOINFORMATICS, 2018, 卷号: 34, 期号: 23, 页码: 3975-3982
作者:  Guan, Yuanfang;  Li, Tingyang;  Zhang, Hongjiu;  Zhu, Fan;  Omenn, Gilbert S.
Adobe PDF(559Kb)  |  收藏  |  浏览/下载：177/0  |  提交时间：2019/01/17
Self-training semi-supervised classification based on density peaks of data 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 180-191
作者:  Wu, Di;  Shang, Mingsheng;  Luo, Xin;  Xu, Ji;  Yan, Huyong;  Deng, Weihui;  Wang, Guoyin
收藏  |  浏览/下载：169/0  |  提交时间：2018/03/05
Density peaks  Self-training  Semi-supervised classification  Supervised learning  
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：416/0  |  提交时间：2019/06/26