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 59 Citations 19,974 241 World Ranking 1639 National Ranking 14

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Statistics
  • Machine learning

His primary areas of investigation include Artificial intelligence, Rule-based machine translation, Microbiology, Linguistics and Fuzzy set. Luis Martínez has included themes like Machine learning, Decision model and Tuple in his Artificial intelligence study. His work carried out in the field of Rule-based machine translation brings together such families of science as Deep linguistic processing, Decision problem and Set.

His work in Microbiology addresses subjects such as Biofilm, which are connected to disciplines such as Cryptococcosis, Polysaccharide, Chitosan, Viability assay and Humoral immunity. His Linguistics research is multidisciplinary, incorporating perspectives in Decision theory and Cognition. The study incorporates disciplines such as Context and Preference in addition to Fuzzy set.

His most cited work include:

  • A 2-tuple fuzzy linguistic representation model for computing with words (1781 citations)
  • Hesitant Fuzzy Linguistic Term Sets for Decision Making (1257 citations)
  • A model based on linguistic 2-tuples for dealing with multigranular hierarchical linguistic contexts in multi-expert decision-making (716 citations)

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

Luis Martínez mostly deals with Artificial intelligence, Process, Fuzzy logic, Rule-based machine translation and Microbiology. His research investigates the connection between Artificial intelligence and topics such as Natural language processing that intersect with issues in Fuzzy linguistic. His work in Process addresses issues such as Management science, which are connected to fields such as Decision analysis and Business decision mapping.

The various areas that Luis Martínez examines in his Fuzzy logic study include Multiple-criteria decision analysis and Data mining. Luis Martínez combines subjects such as Deep linguistic processing, Tuple and Scale with his study of Rule-based machine translation. His Microbiology research incorporates themes from Immune system and Biofilm.

He most often published in these fields:

  • Artificial intelligence (23.98%)
  • Process (17.07%)
  • Fuzzy logic (14.43%)

What were the highlights of his more recent work (between 2019-2021)?

  • Fuzzy logic (14.43%)
  • Linguistics (12.40%)
  • Mathematical optimization (3.46%)

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

The scientist’s investigation covers issues in Fuzzy logic, Linguistics, Mathematical optimization, Process and Ranking. His Fuzzy logic study combines topics from a wide range of disciplines, such as Multiple-criteria decision analysis, Operations research, Computational intelligence and Data mining. Luis Martínez interconnects Translation, Representation and Jaccard index in the investigation of issues within Linguistics.

In his work, Service quality and Quality function deployment is strongly intertwined with Identification, which is a subfield of Process. His work in Ranking tackles topics such as Decision problem which are related to areas like Risk analysis, Pareto principle, Axiom and Order. His Rule-based machine translation research is within the category of Artificial intelligence.

Between 2019 and 2021, his most popular works were:

  • Managing Multigranular Unbalanced Hesitant Fuzzy Linguistic Information in Multiattribute Large-Scale Group Decision Making: A Linguistic Distribution-Based Approach (65 citations)
  • A Cost Consensus Metric for Consensus Reaching Processes based on a comprehensive minimum cost model (21 citations)
  • R -Sets, Comprehensive Fuzzy Sets Risk Modeling for Risk-Based Information Fusion and Decision-Making (12 citations)

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

  • Artificial intelligence
  • Statistics
  • Machine learning

Luis Martínez spends much of his time researching Fuzzy logic, Mathematical optimization, Fuzzy set, Process and Multiple-criteria decision analysis. Many of his studies on Fuzzy set involve topics that are commonly interrelated, such as Data mining. His Process study integrates concerns from other disciplines, such as Systems design, Linguistics, Selection and Identification.

His work on Selection as part of general Linguistics study is frequently linked to Term, bridging the gap between disciplines. His study looks at the intersection of Representation and topics like Semantics with Rule-based machine translation. His research ties Big data and Artificial intelligence together.

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

A 2-tuple fuzzy linguistic representation model for computing with words

F. Herrera;L. Martinez.
IEEE Transactions on Fuzzy Systems (2000)

2625 Citations

Hesitant Fuzzy Linguistic Term Sets for Decision Making

R. M. Rodriguez;L. Martinez;F. Herrera.
IEEE Transactions on Fuzzy Systems (2012)

1414 Citations

Hesitant Fuzzy Sets: State of the Art and Future Directions

R. M. Rodríguez;L. Martínez;V. Torra;Z. S. Xu.
Journal of intelligent systems (2014)

1279 Citations

A model based on linguistic 2-tuples for dealing with multigranular hierarchical linguistic contexts in multi-expert decision-making

F. Herrera;L. Martinez.
systems man and cybernetics (2001)

1109 Citations

A fusion approach for managing multi-granularity linguistic term sets in decision making

F. Herrera;E. Herrera-Viedma;Luis Martínez.
Fuzzy Sets and Systems (2000)

922 Citations

Managing non-homogeneous information in group decision making

F. Herrera;L. Martı́nez;P.J. Sánchez.
European Journal of Operational Research (2005)

761 Citations

A Consensus Support System Model for Group Decision-Making Problems With Multigranular Linguistic Preference Relations

E. Herrera-Viedma;L. Martinez;F. Mata;F. Chiclana.
IEEE Transactions on Fuzzy Systems (2005)

622 Citations

A Fuzzy Linguistic Methodology to Deal With Unbalanced Linguistic Term Sets

F. Herrera;E. Herrera-Viedma;L. Martinez.
IEEE Transactions on Fuzzy Systems (2008)

532 Citations

An approach for combining linguistic and numerical information based on the 2-tuple fuzzy linguistic representation model in decision-making

F. Herrera;L. Martinez.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (2000)

497 Citations

An overview on the 2-tuple linguistic model for computing with words in decision making: Extensions, applications and challenges

L. MartıNez;F. Herrera.
Information Sciences (2012)

475 Citations

Best Scientists Citing Luis Martínez

Zeshui Xu

Zeshui Xu

Sichuan University

Publications: 344

Enrique Herrera-Viedma

Enrique Herrera-Viedma

University of Granada

Publications: 290

Francisco Herrera

Francisco Herrera

University of Granada

Publications: 159

Huchang Liao

Huchang Liao

Sichuan University

Publications: 152

Guiwu Wei

Guiwu Wei

Chongqing University of Arts and Sciences

Publications: 108

Yucheng Dong

Yucheng Dong

Sichuan University

Publications: 106

Francisco Chiclana

Francisco Chiclana

De Montfort University

Publications: 102

Jianqiang Wang

Jianqiang Wang

Central South University

Publications: 100

Arturo Casadevall

Arturo Casadevall

Johns Hopkins University

Publications: 74

Hu-Chen Liu

Hu-Chen Liu

Tongji University

Publications: 74

Peide Liu

Peide Liu

Shandong University of Finance and Economics

Publications: 72

Witold Pedrycz

Witold Pedrycz

University of Alberta

Publications: 71

José M. Merigó

José M. Merigó

University of Technology Sydney

Publications: 67

Xiaohong Chen

Xiaohong Chen

Beijing University of Chemical Technology

Publications: 55

Yejun Xu

Yejun Xu

Hohai University

Publications: 54

Cengiz Kahraman

Cengiz Kahraman

Istanbul Technical University

Publications: 49

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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