Yanyong Huang

About Yanyong Huang

Yanyong Huang, With an exceptional h-index of 14 and a recent h-index of 14 (since 2020), a distinguished researcher at Southwestern University of Finance and Economics, specializes in the field of Machine Learning, Granular Computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Unified View Imputation and Feature Selection Learning for Incomplete Multi-view Data

IMUFS: Complementary and Consensus Learning-Based Incomplete Multi-View Unsupervised Feature Selection

Automated urban planning aware spatial hierarchies and human instructions

Incremental unsupervised feature selection for dynamic incomplete multi-view data

Neural clustering and ranking approach for gas-theft suspect detection

Matrix representation of the conditional entropy for incremental feature selection on multi-source data

Novel fuzzy rank discrimination measures for monotonic ordinal feature selection

Orthogonally constrained matrix factorization for robust unsupervised feature selection with local preserving

Yanyong Huang Information

University

Position

___

Citations(all)

849

Citations(since 2020)

803

Cited By

282

hIndex(all)

14

hIndex(since 2020)

14

i10Index(all)

15

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Yanyong Huang Skills & Research Interests

Machine Learning

Granular Computing

Top articles of Yanyong Huang

Title

Journal

Author(s)

Publication Date

Unified View Imputation and Feature Selection Learning for Incomplete Multi-view Data

arXiv preprint arXiv:2401.10549

Yanyong Huang

Zongxin Shen

Tianrui Li

Fengmao Lv

2024/1/19

IMUFS: Complementary and Consensus Learning-Based Incomplete Multi-View Unsupervised Feature Selection

IEEE Transactions on Knowledge and Data Engineering

Yanyong Huang

Zongxin Shen

Yuxin Cai

Xiuwen Yi

Dongjie Wang

...

2023/4/12

Automated urban planning aware spatial hierarchies and human instructions

Knowledge and Information Systems

Dongjie Wang

Kunpeng Liu

Yanyong Huang

Leilei Sun

Bowen Du

...

2023/3

Incremental unsupervised feature selection for dynamic incomplete multi-view data

Information Fusion

Yanyong Huang

Kejun Guo

Xiuwen Yi

Zhong Li

Tianrui Li

2023/8/1

Neural clustering and ranking approach for gas-theft suspect detection

Human-Centric Intelligent Systems

Lusheng Pan

Xiuwen Yi

Shun Chen

Yanyong Huang

Yu Zheng

2023/6

Matrix representation of the conditional entropy for incremental feature selection on multi-source data

Information Sciences

Yanyong Huang

Kejun Guo

Xiuwen Yi

Zhong Li

Tianrui Li

2022/4/1

Novel fuzzy rank discrimination measures for monotonic ordinal feature selection

Knowledge-Based Systems

Chuan Luo

Hong Pi

Tianrui Li

Hongmei Chen

Yanyong Huang

2022/3/15

Orthogonally constrained matrix factorization for robust unsupervised feature selection with local preserving

Information Sciences

Chuan Luo

Jian Zheng

Tianrui Li

Hongmei Chen

Yanyong Huang

...

2022/3/1

Dynamic three-way neighborhood decision model for multi-dimensional variation of incomplete hybrid data

Information Sciences

Qianqian Huang

Yanyong Huang

Tianrui Li

Xin Yang

2022/6/1

T-copula and Wasserstein distance-based stochastic neighbor embedding

Knowledge-Based Systems

Yanyong Huang

Kejun Guo

Xiuwen Yi

Jing Yu

Zongxin Shen

...

2022/5/11

Multi-memory Enhanced Separation Network for Indoor Temperature Prediction

Zhewen Duan

Xiuwen Yi

Peng Li

Dekang Qi

Yexin Li

...

2022/4/8

Gas-theft suspect detection among boiler room users: A data-driven approach

IEEE Transactions on Knowledge and Data Engineering

Xiuwen Yi

Xiaodu Yang

Yanyong Huang

Songyu Ke

Junbo Zhang

...

2021/3/1

Progressive modality reinforcement for human multimodal emotion recognition from unaligned multimodal sequences

Fengmao Lv

Xiang Chen

Yanyong Huang

Lixin Duan

Guosheng Lin

2021

Scalevlad: Improving multimodal sentiment analysis via multi-scale fusion of locally descriptors

arXiv preprint arXiv:2112.01368

Huaishao Luo

Lei Ji

Yanyong Huang

Bin Wang

Shenggong Ji

...

2021/12/2

Adaptive graph-based generalized regression model for unsupervised feature selection

Knowledge-Based Systems

Yanyong Huang

Zongxin Shen

Fuxu Cai

Tianrui Li

Fengmao Lv

2021/9/5

T-copula-based stochastic neighbor embedding

Yanyong Huang

Kejun Guo

Wei Deng

2020

Dynamic Knowledge Acquisition from Complex Data with Rough Sets

Yanyong Huang

2020

Dynamic dominance rough set approach for processing composite ordered data

Knowledge-Based Systems

Qianqian Huang

Tianrui Li

Yanyong Huang

Xin Yang

Hamido Fujita

2020/1/1

A novel quantum grasshopper optimization algorithm for feature selection

International Journal of Approximate Reasoning

Dong Wang

Hongmei Chen

Tianrui Li

Jihong Wan

Yanyong Huang

2020/12/1

A hybrid method for traffic flow forecasting using multimodal deep learning

International journal of computational intelligence systems

Shengdong Du

Tianrui Li

Xun Gong

Shi-Jinn Horng

2020/1

See List of Professors in Yanyong Huang University(Southwestern University of Finance and Economics)

Co-Authors

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