Personal information

Websites & social links

Mendeley profile

Other IDs

Scopus Author ID: 58537911800
Scopus Author ID: 57215935583

Countries

China

Biography

Zhang Xiaoming received his Ph.D. degree in Management Sciences and Engineering from Harbin Engineering University. He is a lecturer at the School of Information Management, Jiangxi University of Finance and Economics. His main research fields are data mining, financial engineering, machine learning, etc., and he has hosted and participated in a number of national projects. In recent years, he has published many related academic papers. Computers & Operations Research, Expert Systems With Applications, Finance Research Letters, International Review of Financial Analysis, etc.

Activities

Collapse all

Employment (1)

Jiangxi University of Finance and Economics: Nanchang, CN

2022-09 to present (School of Information Management and Mathematics)
Employment
Source: Self-asserted source
Xiaoming Zhang

Education and qualifications (1)

Harbin Engineering University: Harbin, Heilongjiang, CN

2018-09-01 to 2022-06-23 | PhD (school of economics and management)
Education
Source: Self-asserted source
Xiaoming Zhang

Works (12)

Domain adaptation-based multistage ensemble learning paradigm for credit risk evaluation

Financial Innovation
2025 | Journal article
DOI: 10.1186/s40854-024-00695-3
EID:

2-s2.0-85218182560

Part of ISSN: 21994730
Contributors: Zhang, X.; Yu, L.; Yin, H.
Source: Self-asserted source
Xiaoming Zhang via Scopus - Elsevier
grade
Preferred source (of 2)‎

LLM-infused bi-level semantic enhancement for corporate credit risk prediction

Information Processing and Management
2025 | Journal article
DOI: 10.1016/j.ipm.2025.104091
EID:

2-s2.0-85217216208

Part of ISSN: 03064573
Contributors: Lu, S.; Su, Y.; Zhang, X.; Chai, J.; Yu, L.
Source: Self-asserted source
Xiaoming Zhang via Scopus - Elsevier
grade
Preferred source (of 2)‎

An ensemble learning model with dynamic sampling and feature fusion network for class sparsity in credit risk classification

Annals of Operations Research
2025-02-27 | Journal article
DOI: 10.1007/s10479-025-06528-5
Part of ISSN: 0254-5330
Part of ISSN: 1572-9338
Contributors: Changhua He; Lean Yu; Xi Xi; Xiaoming Zhang; Chuanbin Liu
Source: Self-asserted source
Xiaoming Zhang

A hybrid clustering and boosting tree feature selection (CBTFS) method for credit risk assessment with high-dimensionality

Technological and Economic Development of Economy
2025-02-12 | Journal article
DOI: 10.3846/tede.2025.23060
Part of ISSN: 2029-4913
Part of ISSN: 2029-4921
Contributors: Jianxin Zhu; Xiong Wu; Lean Yu; Xiaoming Zhang
Source: Self-asserted source
Xiaoming Zhang

An Ensemble Resampling Based Transfer AdaBoost Algorithm for Small Sample Credit Classification with Class Imbalance

Computational Economics
2024 | Journal article
DOI: 10.1007/s10614-024-10690-6
EID:

2-s2.0-85200324848

Part of ISSN: 15729974 09277099
Contributors: Zhang, X.; Yu, L.; Yin, H.
Source: Self-asserted source
Xiaoming Zhang via Scopus - Elsevier
grade
Preferred source (of 2)‎

Smart services and privacy, can we have both?

International Journal of Production Research
2024 | Journal article
DOI: 10.1080/00207543.2023.2247103
EID:

2-s2.0-85168091683

Part of ISSN: 1366588X 00207543
Contributors: Chen, S.; Wang, W.; Wen, X.; Qiu, H.; He, W.; Siponen, M.; Zhang, X.
Source: Self-asserted source
Xiaoming Zhang via Scopus - Elsevier

Consumer credit risk assessment: A review from the state-of-the-art classification algorithms, data traits, and learning methods

Expert Systems with Applications
2024-03 | Journal article | Author
DOI: 10.1016/j.eswa.2023.121484
Part of ISSN: 0957-4174
Contributors: Xiaoming Zhang; Lean Yu
Source: Self-asserted source
Xiaoming Zhang
grade
Preferred source (of 2)‎

AI-Based Optimal Treatment Strategy Selection for Female Infertility for First and Subsequent IVF-ET Cycles

Journal of Medical Systems
2023 | Journal article
DOI: 10.1007/s10916-023-01967-8
EID:

2-s2.0-85168064411

Part of ISSN: 1573689X 01485598
Contributors: Wang, R.; Pan, W.; Yu, L.; Zhang, X.; Pan, W.; Hu, C.; Wen, L.; Jin, L.; Liao, S.
Source: Self-asserted source
Xiaoming Zhang via Scopus - Elsevier

Integrating data augmentation and hybrid feature selection for small sample credit risk assessment with high dimensionality

Computers & Operations Research
2022-10 | Journal article
DOI: 10.1016/j.cor.2022.105937
Part of ISSN: 0305-0548
Contributors: Xiaoming Zhang; Lean Yu; Hang Yin; Kin Keung Lai
Source: Self-asserted source
Xiaoming Zhang
grade
Preferred source (of 2)‎

An extreme learning machine based virtual sample generation method with feature engineering for credit risk assessment with data scarcity

Expert Systems with Applications
2022-09 | Journal article
DOI: 10.1016/j.eswa.2022.117363
Part of ISSN: 0957-4174
Contributors: Lean Yu; Xiaoming Zhang; Hang Yin
Source: Self-asserted source
Xiaoming Zhang
grade
Preferred source (of 2)‎

Can small sample dataset be used for efficient internet loan credit risk assessment? Evidence from online peer to peer lending

Finance Research Letters
2021-01 | Journal article
DOI: 10.1016/j.frl.2020.101521
Part of ISSN: 1544-6123
Contributors: Lean Yu; Xiaoming Zhang
Source: Self-asserted source
Xiaoming Zhang
grade
Preferred source (of 2)‎

A novel dual-weighted fuzzy proximal support vector machine with application to credit risk analysis

International Review of Financial Analysis
2020-10 | Journal article
DOI: 10.1016/j.irfa.2020.101577
Part of ISSN: 1057-5219
Contributors: Lean Yu; Xiao Yao; Xiaoming Zhang; Hang Yin; Jia Liu
Source: Self-asserted source
Xiaoming Zhang
grade
Preferred source (of 2)‎
How many people are using ORCID?