| # | Title | Journal | Year | Citations |
|---|
| 1 | A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms | Swarm and Evolutionary Computation | 2011 | 4,070 |
| 2 | Socioemotional Wealth and Business Risks in Family-controlled Firms: Evidence from Spanish Olive Oil Mills | Administrative Science Quarterly | 2007 | 2,963 |
| 3 | Review of deep learning: concepts, CNN architectures, challenges, applications, future directions | Journal of Big Data | 2021 | 2,200 |
| 4 | A 2-tuple fuzzy linguistic representation model for computing with words | IEEE Transactions on Fuzzy Systems | 2000 | 2,161 |
| 5 | A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches | IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews | 2012 | 1,955 |
| 6 | An assessment of the effectiveness of a random forest classifier for land-cover classification | ISPRS Journal of Photogrammetry and Remote Sensing | 2012 | 1,897 |
| 7 | Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power | Information Sciences | 2010 | 1,627 |
| 8 | KEEL: a software tool to assess evolutionary algorithms for data mining problems | Soft Computing | 2009 | 1,165 |
| 9 | TRY plant trait database – enhanced coverage and open access | Global Change Biology | 2020 | 1,038 |
| 10 | Bacteriocin-based strategies for food biopreservation | International Journal of Food Microbiology | 2007 | 923 |
| 11 | Bias | Journal of Epidemiology and Community Health | 2004 | 865 |
| 12 | A model based on linguistic 2-tuples for dealing with multigranular hierarchical linguistic contexts in multi-expert decision-making | IEEE Transactions on Systems, Man, and Cybernetics | 2001 | 767 |
| 13 | Changes in surface chemistry of activated carbons by wet oxidation | Carbon | 2000 | 765 |
| 14 | Decoupling of soil nutrient cycles as a function of aridity in global drylands | Nature | 2013 | 733 |
| 15 | A fusion approach for managing multi-granularity linguistic term sets in decision making | Fuzzy Sets and Systems | 2000 | 716 |
| 16 | The utility of low frequency heart rate variability as an index of sympathetic cardiac tone: A review with emphasis on a reanalysis of previous studies | Psychophysiology | 2013 | 715 |
| 17 | Beyond species loss: the extinction of ecological interactions in a changing world | Functional Ecology | 2015 | 619 |
| 18 | Prototype Selection for Nearest Neighbor Classification: Taxonomy and Empirical Study | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2012 | 611 |
| 19 | An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes | Pattern Recognition | 2011 | 599 |
| 20 | Enterococci as probiotics and their implications in food safety | International Journal of Food Microbiology | 2011 | 592 |
| 21 | North Atlantic oscillation influence on precipitation, river flow and water resources in the Iberian Peninsula | International Journal of Climatology | 2004 | 582 |
| 22 | Factors affecting entrepreneurial intention levels: a role for education | International Entrepreneurship and Management Journal | 2011 | 576 |
| 23 | Managing non-homogeneous information in group decision making | European Journal of Operational Research | 2005 | 569 |
| 24 | Exhaust emissions from a Diesel engine fueled with transesterified waste olive oil⋆ | Fuel | 2003 | 564 |
| 25 | A study of statistical techniques and performance measures for genetics-based machine learning: accuracy and interpretability | Soft Computing | 2009 | 563 |
| 26 | A Consensus Support System Model for Group Decision-Making Problems With Multigranular Linguistic Preference Relations | IEEE Transactions on Fuzzy Systems | 2005 | 552 |
| 27 | A genomic diagnostic tool for human endometrial receptivity based on the transcriptomic signature | Fertility and Sterility | 2011 | 502 |
| 28 | A Fuzzy Linguistic Methodology to Deal With Unbalanced Linguistic Term Sets | IEEE Transactions on Fuzzy Systems | 2008 | 494 |
| 29 | Association of the Mediterranean Dietary Pattern With the Incidence of Depression | Archives of General Psychiatry | 2009 | 489 |
| 30 | Diversity and applications ofBacillusbacteriocins | FEMS Microbiology Reviews | 2011 | 472 |
| 31 | Carbonate and silicate phase reactions during ceramic firing | European Journal of Mineralogy | 2001 | 469 |
| 32 | A group decision making model dealing with comparative linguistic expressions based on hesitant fuzzy linguistic term sets | Information Sciences | 2013 | 466 |
| 33 | Peroxisomes as a source of reactive oxygen species and nitric oxide signal molecules in plant cells | Trends in Plant Science | 2001 | 462 |
| 34 | Effect of the Number of Response Categories on the Reliability and Validity of Rating Scales | Methodology | 2008 | 450 |
| 35 | Olive oil and health: Summary of the II international conference on olive oil and health consensus report, Jaén and Córdoba (Spain) 2008 | Nutrition, Metabolism and Cardiovascular Diseases | 2010 | 449 |
| 36 | Interpretability of linguistic fuzzy rule-based systems: An overview of interpretability measures | Information Sciences | 2011 | 428 |
| 37 | An overview on the 2-tuple linguistic model for computing with words in decision making: Extensions, applications and challenges | Information Sciences | 2012 | 424 |
| 38 | MHC class I antigens, immune surveillance, and tumor immune escape | Journal of Cellular Physiology | 2003 | 422 |
| 39 | BMP10 is essential for maintaining cardiac growth during murine cardiogenesis | Development (Cambridge) | 2004 | 421 |
| 40 | Lean Management, Supply Chain Management and Sustainability: A Literature Review | Journal of Cleaner Production | 2014 | 421 |
| 41 | Risk assessment scales for pressure ulcer prevention: a systematic review | Journal of Advanced Nursing | 2006 | 418 |
| 42 | A Consensus Model to Detect and Manage Noncooperative Behaviors in Large-Scale Group Decision Making | IEEE Transactions on Fuzzy Systems | 2014 | 413 |
| 43 | New developments in RiPP discovery, enzymology and engineering | Natural Product Reports | 2021 | 412 |
| 44 | AN APPROACH FOR COMBINING LINGUISTIC AND NUMERICAL INFORMATION BASED ON THE 2-TUPLE FUZZY LINGUISTIC REPRESENTATION MODEL IN DECISION-MAKING | International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems | 2000 | 399 |
| 45 | Hesitant Fuzzy Sets: State of the Art and Future Directions | International Journal of Intelligent Systems | 2014 | 390 |
| 46 | Self-labeled techniques for semi-supervised learning: taxonomy, software and empirical study | Knowledge and Information Systems | 2015 | 377 |
| 47 | Diversity of enterococcal bacteriocins and their grouping in a new classification scheme | FEMS Microbiology Reviews | 2007 | 358 |
| 48 | Assessment of relative active tectonics, southwest border of the Sierra Nevada (southern Spain) | Geomorphology | 2008 | 358 |
| 49 | A fuzzy envelope for hesitant fuzzy linguistic term set and its application to multicriteria decision making | Information Sciences | 2014 | 342 |
| 50 | 25years at Knowledge-Based Systems: A bibliometric analysis | Knowledge-Based Systems | 2015 | 337 |
