D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 37 Citations 7,171 97 World Ranking 5153 National Ranking 309

Overview

What is he best known for?

The fields of study he is best known for:

  • Statistics
  • Artificial intelligence
  • Machine learning

His scientific interests lie mostly in Evidential reasoning approach, Artificial intelligence, Decision analysis, Machine learning and Interval. He has included themes like Dempster–Shafer theory and Process in his Evidential reasoning approach study. His Artificial intelligence study combines topics in areas such as Multiple-criteria decision analysis and Data mining.

His work carried out in the field of Multiple-criteria decision analysis brings together such families of science as Probabilistic logic, Complement and Reliability. The Machine learning study combines topics in areas such as Inference, Expert system and Rule-based system. Dong-Ling Xu works mostly in the field of Case-based reasoning, limiting it down to concerns involving Decision theory and, occasionally, Risk assessment, Risk management and Algorithm design.

His most cited work include:

  • On the evidential reasoning algorithm for multiple attribute decision analysis under uncertainty (640 citations)
  • Environmental impact assessment using the evidential reasoning approach (364 citations)
  • Evidential reasoning rule for evidence combination (298 citations)

What are the main themes of his work throughout his whole career to date?

Dong-Ling Xu spends much of his time researching Evidential reasoning approach, Artificial intelligence, Machine learning, Data mining and Multiple-criteria decision analysis. His Evidential reasoning approach study combines topics in areas such as Inference, Process and Rule-based system. His Probabilistic logic and Dempster–Shafer theory study, which is part of a larger body of work in Artificial intelligence, is frequently linked to Base, bridging the gap between disciplines.

The concepts of his Machine learning study are interwoven with issues in Legal expert system and Knowledge-based systems. His research in Data mining intersects with topics in Belief structure and Fuzzy logic. As a part of the same scientific family, Dong-Ling Xu mostly works in the field of Multiple-criteria decision analysis, focusing on Management science and, on occasion, Decision problem.

He most often published in these fields:

  • Evidential reasoning approach (50.54%)
  • Artificial intelligence (34.41%)
  • Machine learning (27.42%)

What were the highlights of his more recent work (between 2018-2021)?

  • Evidential reasoning approach (50.54%)
  • Operations research (14.52%)
  • Multiple-criteria decision analysis (16.67%)

In recent papers he was focusing on the following fields of study:

His primary areas of investigation include Evidential reasoning approach, Operations research, Multiple-criteria decision analysis, Artificial intelligence and Machine learning. His work deals with themes such as Data-driven, Inference, Probabilistic logic, Rule-based system and Reliability, which intersect with Evidential reasoning approach. His research integrates issues of Belief structure, Semantics and Rule-based machine translation in his study of Inference.

His Operations research research includes themes of Quality, Distance based and Aggregate planning. He has researched Artificial intelligence in several fields, including Business case and Underwriting. He interconnects Loan, Rule based expert system and Identification in the investigation of issues within Machine learning.

Between 2018 and 2021, his most popular works were:

  • A Belief Rule-Based Expert System for Fault Diagnosis of Marine Diesel Engines (26 citations)
  • Generalised probabilistic linguistic evidential reasoning approach for multi-criteria decision-making under uncertainty (21 citations)
  • Selecting strategic partner for tax information systems based on weight learning with belief structures (20 citations)

In his most recent research, the most cited papers focused on:

  • Statistics
  • Artificial intelligence
  • Machine learning

Evidential reasoning approach, Multiple-criteria decision analysis, Probabilistic logic, Artificial intelligence and Multiple criteria are his primary areas of study. His Evidential reasoning approach research is multidisciplinary, relying on both Program evaluation, Selection, Rule-based system, Ranking and Process. His study brings together the fields of Maximum likelihood and Multiple-criteria decision analysis.

His Probabilistic logic research includes elements of Multi criteria decision, Data mining and Support vector machine. His Artificial intelligence research incorporates themes from Loan and Underwriting. Multiple criteria combines with fields such as Decision matrix, Space, Course of action, Reliability and Mathematical optimization in his research.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

On the evidential reasoning algorithm for multiple attribute decision analysis under uncertainty

Jian-Bo Yang;Dong-Ling Xu.
systems man and cybernetics (2002)

958 Citations

Environmental impact assessment using the evidential reasoning approach

Ying Ming Wang;Ying Ming Wang;Jian Bo Yang;Dong Ling Xu.
European Journal of Operational Research (2006)

531 Citations

Evidential reasoning rule for evidence combination

Jian-Bo Yang;Dong-Ling Xu.
Artificial Intelligence (2013)

396 Citations

The evidential reasoning approach for MADA under both probabilistic and fuzzy uncertainties

Jian-Bo Yang;Jian-Bo Yang;Y. M. Wang;Y. M. Wang;Dong-Ling Xu;Kwai-Sang Chin.
European Journal of Operational Research (2006)

393 Citations

On the centroids of fuzzy numbers

Ying-Ming Wang;Jian-Bo Yang;Dong-Ling Xu;Kwai-Sang Chin.
Fuzzy Sets and Systems (2006)

381 Citations

A two-stage logarithmic goal programming method for generating weights from interval comparison matrices

Ying-Ming Wang;Jian-Bo Yang;Dong-Ling Xu.
Fuzzy Sets and Systems (2005)

360 Citations

The evidential reasoning approach for multiple attribute decision analysis using interval belief degrees

Ying Ming Wang;Ying Ming Wang;Ying Ming Wang;Jian Bo Yang;Dong Ling Xu;Kwai Sang Chin.
European Journal of Operational Research (2006)

302 Citations

Inference and learning methodology of belief-rule-based expert system for pipeline leak detection

Dong Ling Xu;Jun Liu;Jian Bo Yang;Guo Ping Liu;Guo Ping Liu;Guo Ping Liu.
Expert Systems With Applications (2007)

273 Citations

A preference aggregation method through the estimation of utility intervals

Ying-Ming Wang;Jian-Bo Yang;Dong-Ling Xu.
Computers & Operations Research (2005)

271 Citations

Nonlinear information aggregation via evidential reasoning in multiattribute decision analysis under uncertainty

Jian-Bo Yang;Dong-Ling Xu.
systems man and cybernetics (2002)

235 Citations

Best Scientists Citing Dong-Ling Xu

Yong Deng

Yong Deng

Southwest University

Publications: 79

Jian-Bo Yang

Jian-Bo Yang

University of Manchester

Publications: 74

Zeshui Xu

Zeshui Xu

Sichuan University

Publications: 59

Huchang Liao

Huchang Liao

Sichuan University

Publications: 47

Zaili Yang

Zaili Yang

Liverpool John Moores University

Publications: 46

Jin Wang

Jin Wang

Liverpool John Moores University

Publications: 36

Rehan Sadiq

Rehan Sadiq

University of British Columbia

Publications: 31

Francisco Herrera

Francisco Herrera

University of Granada

Publications: 30

Luis Martínez

Luis Martínez

University of Jaén

Publications: 29

Shanlin Yang

Shanlin Yang

Hefei University of Technology

Publications: 27

Fang Liu

Fang Liu

Xidian University

Publications: 24

Kwai-Sang Chin

Kwai-Sang Chin

City University of Hong Kong

Publications: 24

Witold Pedrycz

Witold Pedrycz

University of Alberta

Publications: 23

Madjid Tavana

Madjid Tavana

La Salle University

Publications: 22

Ying-Ming Wang

Ying-Ming Wang

Fuzhou University

Publications: 20

Enrique Herrera-Viedma

Enrique Herrera-Viedma

University of Granada

Publications: 19

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

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