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Jin Xiao 0003
Person information
- affiliation: Sichuan University, Chengdu, Sichuan, China
Other persons with the same name
- Jin Xiao — disambiguation page
- Jin Xiao 0001
— Beihang University, Beijing, China - Jin Xiao 0002
— Hong Kong Baptist University, Hong Kong, SAR, China - Jin Xiao 0004
— East China Normal University, Shanghai, China - Jin Xiao 0005 — IBM Research, USA
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2020 – today
- 2024
[j38]Yadong Wang, Yanlin Jia, Sha Fan, Jin Xiao:
Deep reinforcement learning based on balanced stratified prioritized experience replay for customer credit scoring in peer-to-peer lending. Artif. Intell. Rev. 57(4): 93 (2024)
[j37]Jin Xiao, Zhang Wen, Xiaoyi Jiang, Lean Yu, Shouyang Wang:
Three-stage research framework to assess and predict the financial risk of SMEs based on hybrid method. Decis. Support Syst. 177: 114090 (2024)
[j36]Yanlin Jia
, Yadong Wang
, Yan Yang, Jing Huang, Jin Xiao
:
Complex-Valued GMDH-Based Data Characteristic-Driven Adaptive Decision Support System for Customer Classification. IEEE Trans. Syst. Man Cybern. Syst. 54(1): 403-415 (2024)- 2023
[j35]Yadong Wang, Yanlin Jia
, Yu Zhong, Jing Huang, Jin Xiao
:
Balanced incremental deep reinforcement learning based on variational autoencoder data augmentation for customer credit scoring. Eng. Appl. Artif. Intell. 122: 106056 (2023)
[j34]Bing Zhu
, Cheng Qian, Seppe vanden Broucke
, Jin Xiao, Yuanyuan Li:
A bagging-based selective ensemble model for churn prediction on imbalanced data. Expert Syst. Appl. 227: 120223 (2023)
[j33]Jin Xiao
, Yuhang Tian
, Yanlin Jia
, Xiaoyi Jiang
, Lean Yu
, Shouyang Wang
:
Black-Box Attack-Based Security Evaluation Framework for Credit Card Fraud Detection Models. INFORMS J. Comput. 35(5): 986-1001 (2023)- 2022
[j32]Yadong Wang, Yanlin Jia
, Yuhang Tian, Jin Xiao
:
Deep reinforcement learning with the confusion-matrix-based dynamic reward function for customer credit scoring. Expert Syst. Appl. 200: 117013 (2022)
[j31]Bing Zhu, Xin Pan, Seppe vanden Broucke, Jin Xiao:
A GAN-based hybrid sampling method for imbalanced customer classification. Inf. Sci. 609: 1397-1411 (2022)
[j30]Jin Xiao, Chunyan Li, Bo Liu, Jing Huang, Ling Xie:
Prediction of wind turbine blade icing fault based on selective deep ensemble model. Knowl. Based Syst. 242: 108290 (2022)- 2021
[j29]Lixiang Xu, Lu Bai, Jin Xiao, Qi Liu, Enhong Chen
, Xiaofeng Wang, Yuanyan Tang:
Multiple graph kernel learning based on GMDH-type neural network. Inf. Fusion 66: 100-110 (2021)
[j28]Jin Xiao
, Yadong Wang, Jing Chen, Ling Xie, Jing Huang:
Impact of resampling methods and classification models on the imbalanced credit scoring problems. Inf. Sci. 569: 508-526 (2021)- 2020
[j27]Ling Xie, Yanlin Jia
, Jin Xiao
, Xin Gu, Jing Huang:
GMDH-Based Outlier Detection Model in Classification Problems. J. Syst. Sci. Complex. 33(5): 1516-1532 (2020)
[j26]Lixiang Xu
, Xiaofeng Wang, Lu Bai
, Jin Xiao, Qi Liu, Enhong Chen
, Xiaoyi Jiang
, Bin Luo
:
Probabilistic SVM classifier ensemble selection based on GMDH-type neural network. Pattern Recognit. 106: 107373 (2020)
[j25]Jin Xiao
, Yuhang Tian
, Ling Xie
, Xiaoyi Jiang
, Jing Huang
:
A Hybrid Classification Framework Based on Clustering. IEEE Trans. Ind. Informatics 16(4): 2177-2188 (2020)
[j24]Jin Xiao
, Yanlin Jia
, Xiaoyi Jiang
, Shouyang Wang
:
Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems. IEEE Trans. Neural Networks Learn. Syst. 31(12): 5285-5299 (2020)
2010 – 2019
- 2018
[j23]Lili Mo, Ling Xie, Xiaoyi Jiang
, Ge-Er Teng, Lixiang Xu, Jin Xiao:
GMDH-based hybrid model for container throughput forecasting: Selective combination forecasting in nonlinear subseries. Appl. Soft Comput. 62: 478-490 (2018)
[j22]Lixiang Xu, Yuanyan Tang, Bin Luo, Lixin Cui, Xiu Chen, Jin Xiao:
A combined Weisfeiler-Lehman graph kernel for structured data. Int. J. Wavelets Multiresolution Inf. Process. 16(5): 1850039:1-1850039:19 (2018)
[j21]Lixiang Xu, Xiaoyi Jiang
, Lu Bai, Jin Xiao, Bin Luo:
A hybrid reproducing graph kernel based on information entropy. Pattern Recognit. 73: 89-98 (2018)- 2017
[j20]Yi Xiao, Shouyang Wang
, Ming Xiao, Jin Xiao, Yi Hu:
The Analysis for the Cargo Volume with Hybrid Discrete Wavelet Modeling. Int. J. Inf. Technol. Decis. Mak. 16(3): 851-864 (2017)
[j19]Ling Xie
, Jin Xiao, Yi Hu, Hengjun Zhao, Yi Xiao:
China's energy consumption forecasting by GMDH based auto-regressive model. J. Syst. Sci. Complex. 30(6): 1332-1349 (2017)
[j18]Jin Xiao, Hanwen Cao, Xiaoyi Jiang
, Xin Gu, Ling Xie
:
GMDH-based semi-supervised feature selection for customer classification. Knowl. Based Syst. 132: 236-248 (2017)
[j17]Bing Zhu
, Yongge Niu, Jin Xiao, Bart Baesens:
A new transferred feature selection algorithm for customer identification. Neural Comput. Appl. 28(9): 2593-2603 (2017)- 2016
[j16]Ge-Er Teng, Changzheng He, Jin Xiao, Yue He, Bing Zhu
, Xiaoyi Jiang
:
Cluster ensemble framework based on the group method of data handling. Appl. Soft Comput. 43: 35-46 (2016)
[j15]Jin Xiao, Xiaoyi Jiang
, Changzheng He, Ge-Er Teng:
Churn Prediction in Customer Relationship Management via GMDH-Based Multiple Classifiers Ensemble. IEEE Intell. Syst. 31(2): 37-44 (2016)
[j14]Xuewu Zuo, Xu Li, Jin Xiao, Yuanyan Tang, Rashid Abbasi
, Lixiang Xu:
Linear complexity of generalized cyclotomic binary sequences of order 2d and length 2pm. Int. J. Wavelets Multiresolution Inf. Process. 14(5): 1650040:1-1650040:12 (2016)- 2015
[j13]Julei Fu, Duoyong Sun, Jian Chai, Jin Xiao, Shouyang Wang
:
The "six-element" analysis method for the research on the characteristics of terrorist activities. Ann. Oper. Res. 234(1): 17-35 (2015)
[j12]Jin Xiao, Yi Xiao, Anqiang Huang, Dunhu Liu, Shouyang Wang
:
Feature-selection-based dynamic transfer ensemble model for customer churn prediction. Knowl. Inf. Syst. 43(1): 29-51 (2015)
[j11]Yi Xiao, John J. Liu, Shouyang Wang
, Yi Hu, Jin Xiao:
Multiple dimensioned mining of financial fluctuation through radial basis function networks. Neural Comput. Appl. 26(2): 363-371 (2015)- 2014
[j10]Yi Xiao, Jin Xiao, Fengbin Lu, Shouyang Wang
:
Ensemble ANNs-PSO-GA Approach for Day-ahead Stock E-exchange Prices Forecasting. Int. J. Comput. Intell. Syst. 7(2): 272-290 (2014)
[j9]Jin Xiao, Yi Xiao, Julei Fu, Kin Keung Lai
:
A transfer forecasting model for container throughput guided by discrete PSO. J. Syst. Sci. Complex. 27(1): 181-192 (2014)
[j8]Yi Xiao, Jin Xiao, John J. Liu, Shouyang Wang
:
A multiscale modeling approach incorporating ARIMA and anns for financial market volatility forecasting. J. Syst. Sci. Complex. 27(1): 225-236 (2014)- 2013
[j7]Yi Xiao, Jin Xiao, Fengbin Lu, Shouyang Wang
:
Ensemble ANNs-PSO-GA Approach for Day-ahead Stock E-exchange Prices Forecasting. Int. J. Comput. Intell. Syst. 6(1): 96-114 (2013)
[j6]Ge-Er Teng, Changzheng He, Jin Xiao, Xiaoyi Jiang
:
Customer credit scoring based on HMM/GMDH hybrid model. Knowl. Inf. Syst. 36(3): 731-747 (2013)
[c3]Jin Xiao, Yi Hu, Shouyang Wang
:
Complex-Valued GMDH-type Neural Network for Real-Valued Classification Problems. BIFE 2013: 70-74
[c2]Jin Xiao, Yuan Wang, Shouyang Wang
:
A Dynamic Transfer Ensemble Model for Customer Churn Prediction. BIFE 2013: 115-119- 2012
[j5]Jin Xiao, Ling Xie, Changzheng He, Xiaoyi Jiang
:
Dynamic classifier ensemble model for customer classification with imbalanced class distribution. Expert Syst. Appl. 39(3): 3668-3675 (2012)
[j4]Yi Xiao, Jin Xiao, Shouyang Wang:
A Hybrid Forecasting Model for Non-Stationary Time Series: An Application to Container Throughput Prediction. Int. J. Knowl. Syst. Sci. 3(2): 67-82 (2012)
[c1]Jin Xiao, Changzheng He, Shouyang Wang
:
Crude Oil Price Forecasting: A Transfer Learning Based Analog Complexing Model. BIFE 2012: 29-33- 2011
[j3]Anqiang Huang, Jin Xiao, Shouyang Wang:
A Combined Forecast Method Integrating Contextual Knowledge. Int. J. Knowl. Syst. Sci. 2(4): 39-53 (2011)- 2010
[j2]Jin Xiao, Changzheng He, Xiaoyi Jiang
, Dunhu Liu:
A dynamic classifier ensemble selection approach for noise data. Inf. Sci. 180(18): 3402-3421 (2010)
2000 – 2009
- 2009
[j1]Jin Xiao, Changzheng He, Xiaoyi Jiang
:
Structure identification of Bayesian classifiers based on GMDH. Knowl. Based Syst. 22(6): 461-470 (2009)
Coauthor Index
aka: Shouyang Wang

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last updated on 2025-11-17 01:15 CET by the dblp team
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