Jinpei Liu

Works (17)

Updated: July 5th, 2023 15:34

2022 journal article

A combination forecasting model based on hybrid interval multi-scale decomposition: Application to interval-valued carbon price forecasting

EXPERT SYSTEMS WITH APPLICATIONS, 191.

By: J. Liu n, P. Wang*, H. Chen * & J. Zhu *

author keywords: Combination forecasting; Interval-valued carbon price; Hybrid interval multi-scale decomposition; SVR; LSTM
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
Source: Web Of Science
Added: February 7, 2022

2022 article

Multiple stage optimization driven group decision making method with interval linguistic fuzzy preference relations based on ordinal consistency and DEA cross-efficiency

Liu, J., Qiang, Z., Wu, P., & Du, P. (2022, July 4). FUZZY OPTIMIZATION AND DECISION MAKING.

By: J. Liu n, Z. Qiang*, P. Wu * & P. Du *

author keywords: Group decision making; Interval linguistic fuzzy preference relation; Ordinal consistency; Cooperative game; DEA cross-efficiency
TL;DR: A new group decision-making method with interval linguistic fuzzy preference relations (ILFPRs) is proposed by integrating ordinal consistency improvement algorithm, cooperative game, Data Envelopment Analysis (DEA) cross-efficiency model, and stochastic simulation. (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: Web Of Science
Added: July 11, 2022

2021 journal article

A novel probabilistic linguistic decision-making method with consistency improvement algorithm and DEA cross-efficiency

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 99.

By: J. Liu n, Y. Zheng*, L. Zhou *, F. Jin * & H. Chen *

author keywords: Decision-making method; Probabilistic linguistic preference relation; Multiplicative consistency; Consistency improvement algorithm; Priority weight vector derivation; Data envelopment analysis cross-efficiency
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: Web Of Science
Added: August 16, 2021

2021 article

Consistency Adjustment Strategy and Multiplicative DEA Cross-Efficiency for Group Decision-Making with Probabilistic Linguistic Preference Relations

Liu, J., Shao, L., Zhou, L., & Jin, F. (2021, August 22). INTERNATIONAL JOURNAL OF FUZZY SYSTEMS.

By: J. Liu*, L. Shao*, L. Zhou * & F. Jin *

author keywords: Group decision-making; Probabilistic linguistic preference relation; Additive consistency; Consistency adjustment algorithm; Multiplicative DEA cross-efficiency
TL;DR: A group decision-making method with PLPRs based on a consistency improvement algorithm and an improved multiplicative data envelopment analysis (DEA) model is proposed to show the effectiveness and applicability of the proposed GDM method. (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: Web Of Science
Added: August 30, 2021

2021 journal article

Distribution Linguistic Fuzzy Group Decision Making Based on Consistency and Consensus Analysis

MATHEMATICS, 9(19).

By: F. Jin *, C. Li *, J. Liu n & L. Zhou *

author keywords: distribution linguistic fuzzy preference relations; consistency adjustment algorithm; consensus adjustment algorithm; group decision making
TL;DR: A fresh decision support model based on consistency adjustment algorithm and consensus adjustment algorithm to solve GDM problems with distribution linguistic data and a distribution linguistic fuzzy group decision making method designed to integrate the evaluation linguistic elements and obtain the final evaluation information is proposed. (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: Web Of Science
Added: October 26, 2021

2021 journal article

Expected consistency-based model and multiplicative DEA cross-efficiency for group decision-making with incomplete distribution linguistic preference relations

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 40(6), 12039–12059.

By: J. Liu n, L. Shao*, L. Zhou * & F. Jin *

author keywords: Group decision making; distribution linguistic preference relation; incomplete distribution linguistic preference relation; expected consistency; multiplicative DEA cross-efficiency
TL;DR: This paper proposes expected consistency-based model and multiplicative DEA cross-efficiency for group decision-making (GDM) with incomplete DLPRs and develops a transformation function that can transformDLPRs into multiplicative preference relations (MPRs). (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: Web Of Science
Added: July 19, 2021

2021 journal article

Group decision making based on the modified probability calculation method and DEA cross-efficiency with probabilistic hesitant fuzzy preference relations

COMPUTERS & INDUSTRIAL ENGINEERING, 156.

By: J. Liu n, C. Huang *, J. Song*, P. Du *, F. Jin * & H. Chen *

author keywords: Group decision making; Probabilistic hesitant fuzzy preference relation; DEA cross-efficiency; Modified probability calculation; Group consensus
TL;DR: A novel group decision making method with probabilistic hesitant fuzzy preference relations (PHFPRs) based on the modified probability calculation method and data envelopment analysis (DEA) cross-efficiency is proposed, which can reduce information loss and ensure the reliability of the decision-making result. (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: Web Of Science
Added: June 10, 2021

2021 article

Local consistency adjustment strategy and DEA - driven interval type-2 trapezoidal fuzzy decision-making model and its application for fog-haze factor assessment problem

Liu, J., Zheng, Y., Jin, F., & Chen, H. (2021, May 25). APPLIED INTELLIGENCE.

By: J. Liu n, Y. Zheng*, F. Jin * & H. Chen *

author keywords: Decision-making method; Interval type-2 trapezoidal fuzzy preference relation; Additive consistency; Data envelopment analysis
TL;DR: A consistency-improving algorithm is designed that uses the local adjustment approach to preserve the original decision-making information as much as possible and avoids the original information loss. (via Semantic Scholar)
Source: Web Of Science
Added: June 14, 2021

2021 journal article

Pythagorean fuzzy linguistic decision support model based on consistency-adjustment strategy and consensus reaching process

SOFT COMPUTING, 25(13), 8205–8221.

By: J. Liu n, M. Fang*, F. Jin *, Z. Tao *, H. Chen & P. Du *

author keywords: Pythagorean fuzzy linguistic preference relations; Group decision making; Multiplicative consistency; Consensus reaching; Consistency-adjustment; Decision support model
TL;DR: A consistency-adjustment approach is proposed to convert unacceptable multiplicative consistent PFLPRs into acceptable ones, as well as, derive the optimal normalized Pythagorean fuzzy priority weight vector (PFPWV) for alternatives. (via Semantic Scholar)
Source: Web Of Science
Added: May 17, 2021

2020 journal article

A new computational model based on Archimedean copula for probabilistic unbalanced linguistic term set and its application to multiple attribute group decision making

COMPUTERS & INDUSTRIAL ENGINEERING, 140.

By: B. Han *, Z. Tao *, H. Chen, L. Zhou * & J. Liu n

author keywords: Multiple attribute group decision making; Probabilistic unbalanced linguistic term set; Archimedean copula; Weighted average aggregation operator
TL;DR: A new computational model on basis of Archimedean copula and corresponding co-copula is developed to deal with probabilistic unbalanced linguistic information and it can keep the closure of the operation. (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: Web Of Science
Added: March 16, 2020

2020 journal article

Efficient synthetical clustering validity indexes for hierarchical clustering

EXPERT SYSTEMS WITH APPLICATIONS, 151.

By: Q. Xu *, Q. Zhang *, J. Liu n & B. Luo *

author keywords: Clustering; Validity index; Hierarchical clustering; Optimal number of clusters
TL;DR: Comparisons with the state-of-the-art validity indexes on artificial and real-world data sets demonstrate the efficiency of the proposed validity indexes in discovering the true number of clusters and dealing with various sorts of data sets, including imbalanced data sets. (via Semantic Scholar)
Source: Web Of Science
Added: May 18, 2020

2020 journal article

Multi-Attribute Decision Making Based on Stochastic DEA Cross-Efficiency with Ordinal Variable and Its Application to Evaluation of Banks' Sustainable Development

SUSTAINABILITY, 12(6).

By: J. Liu n, M. Fang*, F. Jin *, C. Wu* & H. Chen *

TL;DR: A MADM method based on stochastic data envelopment analysis (DEA) cross-efficiency with ordinal variable is proposed, which can derive self-efficiency and the optimal weight of each attribute for all decision making units (DMUs). (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: Web Of Science
Added: April 27, 2020

2020 journal article

Multiplicative data envelopment analysis cross-efficiency and stochastic weight space acceptability analysis for group decision making with interval multiplicative preference relations

Information Sciences, 514, 319–332.

By: J. Liu n, S. Fang n  & H. Chen *

author keywords: Group decision making; Multiplicative DEA cross-efficiency; Acceptability index; Assignment problem; Expected priority vector
TL;DR: A novel method based on multiplicative data envelopment analysis (DEA) cross-efficiency and stochastic weight space acceptability analysis for group decision making with interval multiplicative preference relations (IMPRs). (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Sources: Web Of Science, ORCID, Crossref
Added: March 10, 2020

2019 journal article

Group decision making based on DEA cross-efficiency with intuitionistic fuzzy preference relations

FUZZY OPTIMIZATION AND DECISION MAKING, 18(3), 345–370.

By: J. Liu n, J. Song *, Q. Xu *, Z. Tao * & H. Chen

author keywords: Group decision making; Intuitionistic fuzzy preference relation; DEA cross-efficiency; Interval transform function
TL;DR: This is the first attempt of employing the DEA cross-efficiency to the group decision making with intuitionistic fuzzy preference relations and an interval transform function is defined, which can transform an intuitionism fuzzy preference relation into an interval multiplicative preference relation. (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: Web Of Science
Added: August 26, 2019

2019 journal article

Power load combination forecasting based on triangular fuzzy discrete difference equation forecasting model and PSO-SVR

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 36(6), 5889–5898.

By: J. Liu n, P. Wang*, Y. Huang *, P. Wu *, Q. Xu * & H. Chen *

author keywords: Power load forecasting; triangular fuzzy discrete difference equation; support vector regression; particle swarm optimization
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: July 8, 2019

2018 journal article

An Approach to Linguistic Multiple Attribute Decision-Making Based on Unbalanced Linguistic Generalized Heronian Mean Aggregation Operator

COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2018.

By: B. Han *, H. Chen *, J. Zhu * & J. Liu n

MeSH headings : Decision Making, Computer-Assisted; Linguistics
TL;DR: The effectiveness and universality of the developed approach are illustrated by a low-carbon tourist instance and comparison analysis, and a sensitivity analysis is performed to test the robustness of proposed methods. (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: Web Of Science
Added: August 6, 2018

2018 journal article

Removal of Salt and Pepper Noise in Corrupted Image Based on Multilevel Weighted Graphs and IGOWA Operator

MATHEMATICAL PROBLEMS IN ENGINEERING, 2018.

By: Q. Xu *, Q. Zhang *, D. Hu* & J. Liu n

TL;DR: Simulated experiments demonstrate that the proposed iterative two-stage method to suppress salt and pepper noise can remove the noise effectively and keep the image details well in comparison to other state-of-the-art methods. (via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018

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