Zhi Xiao

Orcid: 0000-0003-2897-888X

According to our database1, Zhi Xiao authored at least 40 papers between 2006 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Using random forest to find the discontinuity points for carbon efficiency during COVID-19.
Soft Comput., November, 2023

An integrated decision support framework for new energy vehicle evaluation based on regret theory and QUALIFLEX under Z-number environment.
Inf. Sci., November, 2023

A multiple criteria ensemble pruning method for binary classification based on D-S theory of evidence.
Int. J. Mach. Learn. Cybern., April, 2023

Z-number dominance, support and opposition relations for multi-criteria decision-making.
Inf. Sci., April, 2023

Supply chain risk management with machine learning technology: A literature review and future research directions.
Comput. Ind. Eng., 2023

2022
Stock price prediction for new energy vehicle enterprises: An integrated method based on time series and cloud models.
Expert Syst. Appl., 2022

2021
Machine learning in recycling business: an investigation of its practicality, benefits and future trends.
Soft Comput., 2021

N-Tier Soft Set Data Model: An Approach to Combine the Logicality of SQL and the Flexibility of NoSQL.
Mob. Inf. Syst., 2021

Stock selection multicriteria decision-making method based on elimination and choice translating reality I with Z-numbers.
Int. J. Intell. Syst., 2021

High-Dimensional Data Clustering with Fuzzy C-Means: Problem, Reason, and Solution.
Proceedings of the Advances in Computational Intelligence, 2021

2020
A systematic review of the research trends of machine learning in supply chain management.
Int. J. Mach. Learn. Cybern., 2020

2019
Peer-to-Peer Lending Platform Selection Using Intuitionistic Fuzzy Soft Set and D-S Theory of Evidence.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2019

Dynamic weighted ensemble classification for credit scoring using Markov Chain.
Appl. Intell., 2019

External Stimuli Predict Financial Market Behavior From the Brain Perception Perspective.
IEEE Access, 2019

Research on Economic Recession Prediction Model From the Multiple Behavioral Features Perspective.
IEEE Access, 2019

2018
Robust and Efficient Boosting Method Using the Conditional Risk.
IEEE Trans. Neural Networks Learn. Syst., 2018

BSSReduce an O(|U|) Incremental Feature Selection Approach for Large-Scale and High-Dimensional Data.
IEEE Trans. Fuzzy Syst., 2018

Dynamic ensemble classification for credit scoring using soft probability.
Appl. Soft Comput., 2018

Soft Incomplete Discernibility Matrix for Decision-Making Problems.
IEEE Access, 2018

2017
A multiple support vector machine approach to stock index forecasting with mixed frequency sampling.
Knowl. Based Syst., 2017

Information systems and internal control: evidence from China.
Electron. Commer. Res., 2017

2016
Soft Set Theory Oriented Forecast Combination Method for Business Failure Prediction.
J. Inf. Process. Syst., 2016

A novel soft spatial weights matrix method based on soft sets.
Int. J. Appl. Decis. Sci., 2016

Ensemble classification based on supervised clustering for credit scoring.
Appl. Soft Comput., 2016

2015
Introduction to linear representations of soft groups.
J. Intell. Fuzzy Syst., 2015

Crashworthiness design for functionally graded foam-filled bumper beam.
Adv. Eng. Softw., 2015

2014
Financial ratio selection for business failure prediction using soft set theory.
Knowl. Based Syst., 2014

Default Prediction for Real Estate Companies with Imbalanced Dataset.
J. Inf. Process. Syst., 2014

A comparative study of soft sets with fuzzy sets and rough sets.
J. Intell. Fuzzy Syst., 2014

2013
A method based on interval-valued fuzzy soft set for multi-attribute group decision-making problems under uncertain environment.
Knowl. Inf. Syst., 2013

Nonparametric interval prediction of chaotic time series and its application to climatic system.
Int. J. Syst. Sci., 2013

2012
The prediction for listed companies' financial distress by using multiple prediction methods with rough set and Dempster-Shafer evidence theory.
Knowl. Based Syst., 2012

2011
A Partner Selection Method Based on Risk Evaluation Using Fuzzy Soft Set Theory in Supply Chain.
Proceedings of the Modeling Risk Management in Sustainable Construction, 2011

Corrigendum to "Exclusive disjunctive soft set" [Comput. Math. Appl. 59(2010) 2128-2137].
Comput. Math. Appl., 2011

2010
A model based on rough set theory combined with algebraic structure and its application: Bridges maintenance management evaluation.
Expert Syst. Appl., 2010

Exclusive disjunctive soft sets.
Comput. Math. Appl., 2010

The bijective soft set with its operations.
Comput. Math. Appl., 2010

2009
BP neural network with rough set for short term load forecasting.
Expert Syst. Appl., 2009

2008
Data analysis approaches of soft sets under incomplete information.
Knowl. Based Syst., 2008

2006
Short Term Load Forecasting Using Neural Network with Rough Set.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006


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