Dexian Wang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 19

Top Topics

Information Fusion

Matrix Factorization

Rough Set Theory

Equivalence Classes

Top Venues

IEEE Trans. Big Data

Publications

Wei Huang, Dexian Wang, Xiaocao Ouyang, Jihong Wan, Jia Liu, Tianrui Li
Multimodal federated learning: Concept, methods, applications and future directions. Inf. Fusion 112 (2024)
Pengfei Zhang, Dexian Wang, Zheng Yu, Yujie Zhang, Tao Jiang, Tianrui Li
A multi-scale information fusion-based multiple correlations for unsupervised attribute selection. Inf. Fusion 106 (2024)
Pengfei Zhang, Tianrui Li, Zhong Yuan, Zhixuan Deng, Guoqiang Wang, Dexian Wang, Fan Zhang
A Possibilistic Information Fusion-Based Unsupervised Feature Selection Method Using Information Quality Measures. IEEE Trans. Fuzzy Syst. 31 (9) (2023)
Ping Deng, Tianrui Li, Dexian Wang, Hongjun Wang, Hong Peng, Shi-Jinn Horng
Multi-view clustering guided by unconstrained non-negative matrix factorization. Knowl. Based Syst. 266 (2023)
Pengfei Zhang, Tianrui Li, Guoqiang Wang, Dexian Wang, Pei Lai, Fan Zhang
A multi-source information fusion model for outlier detection. Inf. Fusion 93 (2023)
Dexian Wang, Tianrui Li, Ping Deng, Fan Zhang, Wei Huang, Pengfei Zhang, Jia Liu
A Generalized Deep Learning Clustering Algorithm Based on Non-Negative Matrix Factorization. ACM Trans. Knowl. Discov. Data 17 (7) (2023)
Guoqiang Wang, Pengfei Zhang, Dexian Wang, Hongmei Chen, Tianrui Li
Fast attribute reduction via inconsistent equivalence classes for large-scale data. Int. J. Approx. Reason. 163 (2023)
Wei Huang, Jia Liu, Tianrui Li, Shenggong Ji, Dexian Wang, Tianqiang Huang
FedCKE: Cross-Domain Knowledge Graph Embedding in Federated Learning. IEEE Trans. Big Data 9 (3) (2023)
Dexian Wang, Tianrui Li, Ping Deng, Jia Liu, Wei Huang, Fan Zhang
A Generalized Deep Learning Algorithm Based on NMF for Multi-View Clustering. IEEE Trans. Big Data 9 (1) (2023)
Dexian Wang, Tianrui Li, Wei Huang, Zhipeng Luo, Ping Deng, Pengfei Zhang, Minbo Ma
A multi-view clustering algorithm based on deep semi-NMF. Inf. Fusion 99 (2023)
Ping Deng, Tianrui Li, Hongjun Wang, Dexian Wang, Shi-Jinn Horng, Rui Liu
Graph Regularized Sparse Non-Negative Matrix Factorization for Clustering. IEEE Trans. Comput. Soc. Syst. 10 (3) (2023)
Dexian Wang, Tianrui Li, Ping Deng, Hongjun Wang, Pengfei Zhang
Dual graph-regularized sparse concept factorization for clustering. Inf. Sci. 607 (2022)
Wei Huang, Tianrui Li, Dexian Wang, Shengdong Du, Junbo Zhang, Tianqiang Huang
Fairness and accuracy in horizontal federated learning. Inf. Sci. 589 (2022)
Pengfei Zhang, Tianrui Li, Guoqiang Wang, Chuan Luo, Hongmei Chen, Junbo Zhang, Dexian Wang, Zeng Yu
Multi-source information fusion based on rough set theory: A review. Inf. Fusion 68 (2021)
Xin Luo, Dexian Wang, MengChu Zhou, Huaqiang Yuan
Latent Factor-Based Recommenders Relying on Extended Stochastic Gradient Descent Algorithms. IEEE Trans. Syst. Man Cybern. Syst. 51 (2) (2021)
Wei Huang, Tianrui Li, Dexian Wang, Shengdong Du, Junbo Zhang
Fairness and Accuracy in Federated Learning. CoRR (2020)
Dexian Wang, Yanbin Chen, Junxiao Guo, Xiaoyu Shi, Chunlin He, Xin Luo, Huaqiang Yuan
Elastic-net regularized latent factor analysis-based models for recommender systems. Neurocomputing 329 (2019)
Dexian Wang, Ping Deng, Chunlin He, Baolin Li, Rui Liu
A Latent Factor Model Based on Elastic Network for Recommender Systems. BDET (2018)
Ping Deng, Hongjun Wang, Shi-Jinn Horng, Dexian Wang, Ji Zhang, Hengxue Zhou
Softmax Regression by Using Unsupervised Ensemble Learning. PAAP (2018)
Wenhua Zhu, Dexian Wang, Benoît Eynard, Matthieu Bricogne, Sebastien Remy
Procedural Approach for 3D Modeling of City Buildings. PLM (2015)
Qi Lu, Dexian Wang
Modeling of forced convection heat transfer from the swing plate on an industrial robot. CASE (2014)