Joaquín Derrac

7.4k citations
21 papers · 5.7k · 2 hit papers · h-index 17

Impact in

    • Metaheuristic Optimization Algorithms Research
    • Evolutionary Algorithms and Applications
    • Machine Learning and Data Classification
    • Imbalanced Data Classification Techniques
    • Neural Networks and Applications
    • Advanced Multi-Objective Optimization Algorithms

Papers in

    • Machine Learning and Data Classification 11
    • Evolutionary Algorithms and Applications 9
    • Metaheuristic Optimization Algorithms Research 8
    • Imbalanced Data Classification Techniques 4
    • Fuzzy Logic and Control Systems 3
    • Advanced Multi-Objective Optimization Algorithms 5

Joaquín Derrac

21 papers receiving 5.6k citations

Joaquín Derrac's Hit Papers

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms 2011 · 4.3k citations
4.3k0+5+10Years since publication10002.0k3.0k4.0k

Peers

Joaquín Derrac
Comparison fields: 5 of 160
  • Artificial Intelligence 3.9k
  • Computational Theory and Mathematics 1.8k
  • Industrial and Manufacturing Engineering 536
  • Computer Vision and Pattern Recognition 905
  • Management Science and Operations Research 317
Replace Manuel Lozano with:
Manuel Lozano Spain
Hamid R. Tizhoosh Canada
Ferrante Neri United Kingdom
Esmat Rashedi Iran
Saeı̈d Saryazdi Iran
Shangce Gao Japan
Yongquan Zhou China
Shahryar Rahnamayan Canada
Kusum Deep India
Diego Oliva Mexico
Joaquín Derrac relative to Manuel Lozano Spain Manuel Lozano's profile →
Citations per field
00.5×3.9×
Manuel Lozano · 1×
Citations per year

Countries citing papers authored by Joaquín Derrac

Since Specialization
Citations

This map shows the geographic impact of Joaquín Derrac's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Joaquín Derrac with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Joaquín Derrac more than expected).

Fields of papers citing papers by Joaquín Derrac

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Joaquín Derrac. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Joaquín Derrac. The network helps show where Joaquín Derrac may publish in the future.

Co-authors

The 22 scholars most cited alongside Joaquín Derrac, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Joaquín Derrac Line = papers co-authored together Joaquín Derrac links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 21 papers — load more, or switch the sort, to bring in the rest.

#Work
1
A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms
Hit paper breakdown →
20114303
2
Prototype Selection for Nearest Neighbor Classification: Taxonomy and Empirical Study
Hit paper breakdown →
2011460
3 2011169
4 2014130
5 201197
6 201394
7 200967
8 201560
9 201555
10 201048
11 201543
12 201537
13 201533
14 201429
15 201024
16 201220
17 201016
18 201314
19 201512
20 20098

About Joaquín Derrac

Joaquín Derrac is a scholar working on Artificial Intelligence, Computational Theory and Mathematics, Computer Vision and Pattern Recognition, Information Systems and Signal Processing, having authored 21 papers that have together received 5.7k indexed citations. Recurring topics across this work include Machine Learning and Data Classification (11 papers), Evolutionary Algorithms and Applications (9 papers), Metaheuristic Optimization Algorithms Research (8 papers), Face and Expression Recognition (6 papers), Advanced Multi-Objective Optimization Algorithms (5 papers), Imbalanced Data Classification Techniques (4 papers), Fuzzy Logic and Control Systems (3 papers) and Biometric Identification and Security (2 papers). The work is most often cited by research in Artificial Intelligence (3.9k citations), Computational Theory and Mathematics (1.8k citations), Industrial and Manufacturing Engineering (536 citations), Computer Vision and Pattern Recognition (905 citations) and Management Science and Operations Research (317 citations). Joaquín Derrac has collaborated with scholars based in Spain, United Kingdom and Saudi Arabia. Frequent co-authors include Francisco Herrera, Salvador García, Daniel Molina, José-Ramón Cano, Isaac Triguero, Chris Cornelis, Ponnuthurai Nagaratnam Suganthan, Francisco Chiclana, Steven Schockaert and Julián Luengo. Their work appears in journals such as Information Sciences, Applied Soft Computing, Knowledge-Based Systems, Pattern Recognition and Artificial Intelligence.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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