Nian Zhang, Ph.D.

Nian Zhang, Ph.D.

University of the District of Columbia

H-index: 17

North America-United States

About Nian Zhang, Ph.D.

Nian Zhang, Ph.D., With an exceptional h-index of 17 and a recent h-index of 12 (since 2020), a distinguished researcher at University of the District of Columbia, specializes in the field of Computational Intelligence, Neural Network, Machine Learning.

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

Binary matrix factorization via collaborative neurodynamic optimization

Using Machine Learning to predict the melt-pool depth using structural melt pool length data in Laser Powder Bed Fusion

Fast Attack Detection Method for Imbalanced Data in Industrial Cyber-Physical Systems

Graph Convolutional Networks Based Muti-Label Deep Cross-Modal Hashing

A neurodynamics-based nonnegative matrix factorization approach based on discrete-time projection neural network

Special issue on deep interpretation of deep learning: prediction, representation, modeling and utilization

PHASL-NMF: Hierarchical ALS Based Power Non-Negative Matrix Factorization

Comparison of Machine Learning Models and Analytical Scaling Law for Predicting Melt-Pool Depth in Laser Powder Bed Fusion (LPBF) Additive Manufacturing

Nian Zhang, Ph.D. Information

University

Position

___

Citations(all)

1253

Citations(since 2020)

691

Cited By

343

hIndex(all)

17

hIndex(since 2020)

12

i10Index(all)

31

i10Index(since 2020)

16

Email

University Profile Page

University of the District of Columbia

Google Scholar

View Google Scholar Profile

Nian Zhang, Ph.D. Skills & Research Interests

Computational Intelligence

Neural Network

Machine Learning

Top articles of Nian Zhang, Ph.D.

Title

Journal

Author(s)

Publication Date

Binary matrix factorization via collaborative neurodynamic optimization

Neural Networks

Hongzong Li

Jun Wang

Nian Zhang

Wei Zhang

2024/4/30

Using Machine Learning to predict the melt-pool depth using structural melt pool length data in Laser Powder Bed Fusion

Siva Surya Prakash Reddy Arikatla

Feiyang Bai

Nian Zhang

Fisseha L Gebre

Jiajun Xu

2023

Fast Attack Detection Method for Imbalanced Data in Industrial Cyber-Physical Systems

Journal of Artificial Intelligence and Soft Computing Research

Meng Huang

Tao Li

Beibei Li

Nian Zhang

Hanyuan Huang

2023

Graph Convolutional Networks Based Muti-Label Deep Cross-Modal Hashing

Yi Peng

Xin Jiang

Nian Zhang

Jiang Xiong

2023/12/8

A neurodynamics-based nonnegative matrix factorization approach based on discrete-time projection neural network

Journal of Ambient Intelligence and Humanized Computing

Nian Zhang

Keenan Leatham

2023/12

Special issue on deep interpretation of deep learning: prediction, representation, modeling and utilization

Neural Computing and Applications

Nian Zhang

Jian Wang

Leszek Rutkowski

2023/5

PHASL-NMF: Hierarchical ALS Based Power Non-Negative Matrix Factorization

Yuan Luo

Bing Han

Nian Zhang

Peng Zhou

Jiang Xiong

...

2023/12/8

Comparison of Machine Learning Models and Analytical Scaling Law for Predicting Melt-Pool Depth in Laser Powder Bed Fusion (LPBF) Additive Manufacturing

Feiyang Bai

Siva Surya Prakash Reddy Arikatla

Nian Zhang

Fisseha L Gebre

Jiajun Xu

2023/10/29

A collaborative neurodynamic optimization algorithm to traveling salesman problem

Hongzong Li

Jun Wang

2021/12/3

Cross-Modality Person Re-Identification Based on Shared Feature Attention Aggregation Algorithm

Jiong Wang

Linjuan Xie

Nian Zhang

Jiang Xiong

XiaoLing Song

2023/12/8

Investigation of Effects of Process Parameters on Melt Pool Geometry in Metal Additive Manufacturing Using Machine Learning Algorithms with Nickel Alloys IN625 and IN718

Feiyang Bai

Siva Surya Prakash Reddy Arikatla

Nian Zhang

Fisseha L Gebre

Jiajun Xu

2023/8/4

Guest editorial: Robust, explainable, and privacy-preserving deep learning

Nian Zhang

Zhigang Zeng

Yaochu Jin

2023/3/5

Convex Geometry Based Endmember Extraction for Hyperspectral Images Classification

Nian Zhang

Wagdy Mahmoud

2023/12/8

Manhattan Nonnegative matrix factorization using the alternating direction method of multipliers

Chan Cao

Shuyu Tang

Nian Zhang

Xiangguang Dai

Wei Zhang

...

2023/5/6

Deep Learning-Based Plant Disease Image Recognition for Cyber-Physical Systems

Feiyang Bai

Wagdy H Mahmoud

Nian Zhang

2023/12/8

Comparison of electrical characteristics of Schottky junctions based on CdS nanowires and thin film

Nanotechnology

Hongmei Dang

Esther Ososanya

Nian Zhang

2022/3/4

Research on Orderly Charging optimization of Electric Vehicle Based on Differential Evolution Algorithm

Nanling Tan

Jiang Xiong

Nian Zhang

Yi Peng

2022/7/15

Channel exchange and adversarial learning guided cross-modal person re-identification

Knowledge-Based Systems

Xiaohui Xu

Shan Liu

Nian Zhang

Guoqiang Xiao

Song Wu

2022/12/5

UTRAD: Anomaly detection and localization with U-transformer

Neural Networks

Liyang Chen

Zhiyuan You

Nian Zhang

Juntong Xi

Xinyi Le

2022/3/1

Robust supervised discrete hashing

Neurocomputing

Yao Xiao

Wei Zhang

Xiangguang Dai

Xiangqin Dai

Nian Zhang

2022/4/28

See List of Professors in Nian Zhang, Ph.D. University(University of the District of Columbia)