---
title: "Conselho Nacional de Desenvolvimento Científico e…"
description: "From 2017 to 2026 (so far), Conselho Nacional de Desenvolvimento Científico e Tecnológico was named as a funder of 2,832 papers in the tracked journals, most of them in operations research (980), AI (707) and economics (525). It ranks #26 among the funders of the tracked journals' papers from 2023 to 2025."
url: https://scholar4ai.com/funders/conselho-nacional-de-desenvolvimento-cientifico-e-tecnologico
markdown_url: https://scholar4ai.com/funders/conselho-nacional-de-desenvolvimento-cientifico-e-tecnologico.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From 2017 to 2026 (so far), Conselho Nacional de Desenvolvimento Científico e Tecnológico was named as a funder of 2,832 papers in the tracked journals, most of them in operations research (980), AI (707) and economics… (as of 2026-10-31)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-10-31T17:45:59+09:00
window: 2026-10-02 to 2026-10-31
source: OpenAlex (CC0)
---

# Conselho Nacional de Desenvolvimento Científico e Tecnológico

Papers in the tracked journals that name Conselho Nacional de Desenvolvimento Científico e Tecnológico as a funder. Funders are the organisations OpenAlex links to a paper from its funding information (Crossref metadata and the paper's acknowledgements); a paper counts once for each funder it names. Grant numbers are not shown.

Back to the ranking: https://scholar4ai.com/rankings/funders.md

## Key findings

- From 2017 to 2026 (so far), Conselho Nacional de Desenvolvimento Científico e Tecnológico was named as a funder of 2,832 papers in the tracked journals, most of them in operations research (980), AI (707) and economics (525).
- It ranks #26 among the funders of the tracked journals' papers from 2023 to 2025.
- 338 of them were published in 2025, against 221 in 2017.
- Since 2023, the institutions with the most of these papers were Universidade de São Paulo (195), Universidade Estadual de Campinas (UNICAMP) (92) and Universidade Federal do Rio Grande do Sul (85).
- The journals publishing most of them were Expert Systems with Applications (79), Computers & Operations Research (43) and European Journal of Operational Research (40).
- The most-cited of them is “Industry 4.0 technologies: Implementation patterns in manufacturing companies” (International Journal of Production Economics, 2019), with 2,953 citations.

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 84 | 115 | 109 | 115 | 104 | 104 | 72 | 90 | 110 | 77 |
| [AI](https://scholar4ai.com/categories/ai.md) | 63 | 57 | 74 | 78 | 89 | 88 | 77 | 72 | 64 | 45 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 34 | 39 | 54 | 66 | 66 | 47 | 47 | 59 | 66 | 47 |
| [Management](https://scholar4ai.com/categories/management.md) | 6 | 13 | 5 | 17 | 15 | 17 | 13 | 22 | 37 | 18 |
| [Finance](https://scholar4ai.com/categories/finance.md) | 6 | 5 | 19 | 19 | 9 | 18 | 11 | 18 | 19 | 12 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 13 | 17 | 8 | 12 | 10 | 18 | 5 | 13 | 9 | 6 |
| [Higher Education and Research](https://scholar4ai.com/categories/higher-education-and-research.md) | 8 | 6 | 3 | 13 | 9 | 9 | 7 | 6 | 7 | 4 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 4 | 7 | 6 | 2 | 5 | 6 | 0 | 6 | 5 | 2 |
| [Marketing](https://scholar4ai.com/categories/marketing.md) | 0 | 0 | 4 | 3 | 4 | 9 | 2 | 4 | 13 | 3 |
| [Health Economics and Policy](https://scholar4ai.com/categories/health-economics-and-policy.md) | 1 | 3 | 2 | 1 | 3 | 1 | 5 | 2 | 4 | 5 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 1 | 0 | 2 | 2 | 3 | 0 | 1 | 2 | 1 | 2 |
| [Tourism and Hospitality](https://scholar4ai.com/categories/tourism-and-hospitality.md) | 1 | 1 | 0 | 0 | 1 | 4 | 1 | 1 | 3 | 0 |
| All categories | 221 | 263 | 286 | 328 | 318 | 321 | 241 | 295 | 338 | 221 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 79 |
| 2 | [Computers & Operations Research](https://scholar4ai.com/journals/computers-operations-research.md) | 43 |
| 3 | [European Journal of Operational Research](https://scholar4ai.com/journals/european-journal-of-operational-research.md) | 40 |
| 4 | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | 36 |
| 5 | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 33 |
| 6 | [Computational Optimization and Applications](https://scholar4ai.com/journals/computational-optimization-and-applications.md) | 23 |
| 7 | [Journal of Optimization Theory and Applications](https://scholar4ai.com/journals/journal-of-optimization-theory-and-applications.md) | 22 |
| 8 | [Land Use Policy](https://scholar4ai.com/journals/land-use-policy.md) | 22 |
| 9 | [Technological Forecasting and Social Change](https://scholar4ai.com/journals/technological-forecasting-and-social-change.md) | 20 |
| 10 | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 18 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | Universidade de São Paulo | 195 |
| 2 | Universidade Estadual de Campinas (UNICAMP) | 92 |
| 3 | Universidade Federal do Rio Grande do Sul | 85 |
| 4 | Universidade Federal de Pernambuco | 71 |
| 5 | Universidade Federal de Minas Gerais | 64 |
| 6 | Universidade Federal de São Carlos | 57 |
| 7 | Pontifícia Universidade Católica do Rio de Janeiro | 54 |
| 8 | Universidade Federal de Santa Catarina | 50 |
| 9 | Universidade Federal do Rio de Janeiro | 46 |
| 10 | Fundação Getulio Vargas | 44 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | Brazil | 1,066 |
| 2 | United States | 103 |
| 3 | United Kingdom | 64 |
| 4 | Portugal | 55 |
| 5 | Canada | 52 |
| 6 | Spain | 44 |
| 7 | France | 41 |
| 8 | Germany | 35 |
| 9 | Italy | 30 |
| 10 | Belgium | 20 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | Brazil | 64 |
| 2 | combinatorial optimization | 30 |
| 3 | [COVID-19 pandemic](https://scholar4ai.com/keywords/covid-19-pandemic.md) | 29 |
| 4 | metaheuristic optimization | 29 |
| 5 | Industry 4.0 | 22 |
| 6 | vehicle routing | 22 |
| 7 | multi-objective optimization | 20 |
| 8 | iterated local search | 16 |
| 9 | [digital transformation](https://scholar4ai.com/keywords/digital-transformation.md) | 15 |
| 10 | [emerging markets](https://scholar4ai.com/keywords/emerging-markets.md) | 15 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 2,953 | 31.5 | [Industry 4.0 technologies: Implementation patterns in manufacturing companies](https://doi.org/10.1016/j.ijpe.2019.01.004) | [International Journal of Production Economics](https://scholar4ai.com/journals/international-journal-of-production-economics.md) | 2019-01-09 | Alejandro Germán Frank, Lucas Santos Dalenogare, Néstor Fabián Ayala |
| 2 | 2,199 | 22.4 | [The expected contribution of Industry 4.0 technologies for industrial performance](https://doi.org/10.1016/j.ijpe.2018.08.019) | [International Journal of Production Economics](https://scholar4ai.com/journals/international-journal-of-production-economics.md) | 2018-08-20 | Lucas Santos Dalenogare, Guilherme Brittes Benitez, Néstor Fabián Ayala et al. |
| 3 | 1,225 | 16.4 | [Self-driving cars: A survey](https://doi.org/10.1016/j.eswa.2020.113816) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 2020-08-04 | Claudine  Santos Badue, Rânik Guidolini, Raphael  Vivacqua Carneiro et al. |
| 4 | 1,096 | 11.7 | [Servitization and Industry 4.0 convergence in the digital transformation of product firms: A business model innovation perspective](https://doi.org/10.1016/j.techfore.2019.01.014) | [Technological Forecasting and Social Change](https://scholar4ai.com/journals/technological-forecasting-and-social-change.md) | 2019-01-18 | Alejandro Germán Frank, Glauco Henrique de Sousa Mendes, Néstor Fabián Ayala et al. |
| 5 | 944 | 16.5 | [Forecasting: theory and practice](https://doi.org/10.1016/j.ijforecast.2021.11.001) | [International Journal of Forecasting](https://scholar4ai.com/journals/international-journal-of-forecasting.md) | 2022-01-19 | Fotios Petropoulos, Daniele Apiletti, Vassilios Assimakopoulos et al. |
| 6 | 578 | 11.9 | [Recent advances in decision trees: an updated survey](https://doi.org/10.1007/s10462-022-10275-5) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2022-10-10 | Vinícius G. Costa, Carlos Eduardo Pedreira |
| 7 | 526 | 6.1 | [Price connectedness between green bond and financial markets](https://doi.org/10.1016/j.econmod.2019.09.004) | [Economic Modelling](https://scholar4ai.com/journals/economic-modelling.md) | 2019-09-13 | Juan C. Reboredo, Andrea Ugolini |
| 8 | 524 | 12.0 | [Neurosymbolic AI: the 3rd wave](https://doi.org/10.1007/s10462-023-10448-w) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2023-03-15 | Artur d’Avila Garcez, Luís C. Lamb |
| 9 | 509 | 6.4 | [Industry 4.0 innovation ecosystems: An evolutionary perspective on value cocreation](https://doi.org/10.1016/j.ijpe.2020.107735) | [International Journal of Production Economics](https://scholar4ai.com/journals/international-journal-of-production-economics.md) | 2020-03-15 | Guilherme Brittes Benitez, Néstor Fabián Ayala, Alejandro Germán Frank |
| 10 | 508 | 5.5 | [Fintechs: A literature review and research agenda](https://doi.org/10.1016/j.elerap.2019.100833) | [Electronic Commerce Research and Applications](https://scholar4ai.com/journals/electronic-commerce-research-and-applications.md) | 2019-02-10 | Eduardo Zied Milian, Mauro de Mesquita Spínola, Marly Monteiro de Carvalho |

## Cite this page

Scholar4AI. (2026). Conselho Nacional de Desenvolvimento Científico e Tecnológico. Journal Research Rankings. Retrieved October 31, 2026, from https://scholar4ai.com/funders/conselho-nacional-de-desenvolvimento-cientifico-e-tecnologico

```bibtex
@misc{scholar4ai-funders-conselho-nacional-de-desenvolvimento-cientifico-e-tecnologico,
  author = {{Scholar4AI}},
  title = {Conselho Nacional de Desenvolvimento Científico e Tecnológico},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/funders/conselho-nacional-de-desenvolvimento-cientifico-e-tecnologico}},
  urldate = {2026-10-31},
  note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).