Francisco Herrera

Universidad de Granada (ES)

Research Areas

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H-index

171

Publications

1256

Citations

141158

i10-index

736

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Explainable Artificial Intelligence (XAI): Concept...	2019	10126
A practical tutorial on the use of nonparametric s...	2011	5536
Science mapping software tools: Review, analysis, ...	2011	3247
A Review on Ensembles for the Class Imbalance Prob...	2011	2821
An approach for detecting, quantifying, and visual...	2010	2733
A 2-tuple fuzzy linguistic representation model fo...	2000	2675
Hesitant Fuzzy Linguistic Term Sets for Decision M...	2011	2342
KEEL Data-Mining Software Tool: Data Set Repositor...	2011	2342
SMOTE for Learning from Imbalanced Data: Progress ...	2018	2236
Advanced nonparametric tests for multiple comparis...	2009	2236

Publications

1.
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
Year: 2019Citations: 10126DOI: 10.1016/j.inffus.2019.12.012
2.
A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms
Year: 2011Citations: 5536DOI: 10.1016/j.swevo.2011.02.002
3.
Science mapping software tools: Review, analysis, and cooperative study among tools
Year: 2011Citations: 3247DOI: 10.1002/asi.21525
4.
A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches
Year: 2011Citations: 2821DOI: 10.1109/tsmcc.2011.2161285
5.
An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the Fuzzy Sets Theory field
Year: 2010Citations: 2733DOI: 10.1016/j.joi.2010.10.002
6.
A 2-tuple fuzzy linguistic representation model for computing with words
Year: 2000Citations: 2675DOI: 10.1109/91.890332
7.
Hesitant Fuzzy Linguistic Term Sets for Decision Making
Year: 2011Citations: 2342DOI: 10.1109/tfuzz.2011.2170076
8.
KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework
Year: 2011Citations: 2342
9.
SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary
Year: 2018Citations: 2236DOI: 10.1613/jair.1.11192
10.
Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power
Year: 2009Citations: 2236DOI: 10.1016/j.ins.2009.12.010

About Francisco Herrera

Francisco Herrera is a researcher with 1256 publications and 141158 citations. They are affiliated with Universidad de Granada. Their research focuses on . With an h-index of 171, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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Impact Metrics Over Time

Citations per publication by year