Jin Xiao

Orcid: 0000-0002-9369-6267

Affiliations:

Sichuan University, Chengdu, Sichuan, China

According to our database¹, Jin Xiao authored at least 40 papers between 2009 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

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In proceedings

Article

PhD thesis

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Other

Bibliography

2024

Three-stage research framework to assess and predict the financial risk of SMEs based on hybrid method.

[BibT_eX]

[DOI]

Decis. Support Syst., February, 2024

Complex-Valued GMDH-Based Data Characteristic-Driven Adaptive Decision Support System for Customer Classification.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., January, 2024

Deep reinforcement learning based on balanced stratified prioritized experience replay for customer credit scoring in peer-to-peer lending.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2024

2023

A bagging-based selective ensemble model for churn prediction on imbalanced data.

[BibT_eX]

[DOI]

Expert Syst. Appl., October, 2023

Black-Box Attack-Based Security Evaluation Framework for Credit Card Fraud Detection Models.

[BibT_eX]

[DOI]

INFORMS J. Comput., 2023

Balanced incremental deep reinforcement learning based on variational autoencoder data augmentation for customer credit scoring.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2023

2022

Prediction of wind turbine blade icing fault based on selective deep ensemble model.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

A GAN-based hybrid sampling method for imbalanced customer classification.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Deep reinforcement learning with the confusion-matrix-based dynamic reward function for customer credit scoring.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

2021

Impact of resampling methods and classification models on the imbalanced credit scoring problems.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Multiple graph kernel learning based on GMDH-type neural network.

[BibT_eX]

[DOI]

Inf. Fusion, 2021

2020

Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

A Hybrid Classification Framework Based on Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2020

Probabilistic SVM classifier ensemble selection based on GMDH-type neural network.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

GMDH-Based Outlier Detection Model in Classification Problems.

[BibT_eX]

[DOI]

J. Syst. Sci. Complex., 2020

2018

A hybrid reproducing graph kernel based on information entropy.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

A combined Weisfeiler-Lehman graph kernel for structured data.

[BibT_eX]

[DOI]

Int. J. Wavelets Multiresolution Inf. Process., 2018

GMDH-based hybrid model for container throughput forecasting: Selective combination forecasting in nonlinear subseries.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2018

2017

A new transferred feature selection algorithm for customer identification.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2017

GMDH-based semi-supervised feature selection for customer classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

China's energy consumption forecasting by GMDH based auto-regressive model.

[BibT_eX]

[DOI]

J. Syst. Sci. Complex., 2017

The Analysis for the Cargo Volume with Hybrid Discrete Wavelet Modeling.

[BibT_eX]

[DOI]

Int. J. Inf. Technol. Decis. Mak., 2017

2016

Linear complexity of generalized cyclotomic binary sequences of order 2d and length 2pm.

[BibT_eX]

[DOI]

Int. J. Wavelets Multiresolution Inf. Process., 2016

Churn Prediction in Customer Relationship Management via GMDH-Based Multiple Classifiers Ensemble.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2016

Cluster ensemble framework based on the group method of data handling.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2016

2015

Multiple dimensioned mining of financial fluctuation through radial basis function networks.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2015

Feature-selection-based dynamic transfer ensemble model for customer churn prediction.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2015

The "six-element" analysis method for the research on the characteristics of terrorist activities.

[BibT_eX]

[DOI]

Ann. Oper. Res., 2015

2014

A multiscale modeling approach incorporating ARIMA and anns for financial market volatility forecasting.

[BibT_eX]

[DOI]

J. Syst. Sci. Complex., 2014

A transfer forecasting model for container throughput guided by discrete PSO.

[BibT_eX]

[DOI]

J. Syst. Sci. Complex., 2014

2013

Customer credit scoring based on HMM/GMDH hybrid model.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2013

Ensemble ANNs-PSO-GA Approach for Day-ahead Stock E-exchange Prices Forecasting.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2013

A Dynamic Transfer Ensemble Model for Customer Churn Prediction.

[BibT_eX]

[DOI]

Jin Xiao

Yuan Wang

Shouyang Wang

Proceedings of the Sixth International Conference on Business Intelligence and Financial Engineering, 2013

Complex-Valued GMDH-type Neural Network for Real-Valued Classification Problems.

[BibT_eX]

[DOI]

Jin Xiao

Yi Hu

Shouyang Wang

Proceedings of the Sixth International Conference on Business Intelligence and Financial Engineering, 2013

2012

A Hybrid Forecasting Model for Non-Stationary Time Series: An Application to Container Throughput Prediction.

[BibT_eX]

[DOI]

Yi Xiao

Jin Xiao

Shouyang Wang

Int. J. Knowl. Syst. Sci., 2012

Dynamic classifier ensemble model for customer classification with imbalanced class distribution.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2012

Crude Oil Price Forecasting: A Transfer Learning Based Analog Complexing Model.

[BibT_eX]

[DOI]

Jin Xiao

Changzheng He

Shouyang Wang

Proceedings of the Fifth International Conference on Business Intelligence and Financial Engineering, 2012

2011

A Combined Forecast Method Integrating Contextual Knowledge.

[BibT_eX]

[DOI]

Anqiang Huang

Jin Xiao

Shouyang Wang

Int. J. Knowl. Syst. Sci., 2011

2010

A dynamic classifier ensemble selection approach for noise data.

[BibT_eX]

[DOI]

Inf. Sci., 2010

2009

Structure identification of Bayesian classifiers based on GMDH.

[BibT_eX]

[DOI]

Jin Xiao

Changzheng He

Xiaoyi Jiang

Knowl. Based Syst., 2009

Jin Xiao

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