Renato A. Krohling

5.4k total citations · 1 hit paper
75 papers, 3.6k citations indexed

About

Renato A. Krohling is a scholar working on Artificial Intelligence, Control and Systems Engineering and Computational Theory and Mathematics. According to data from OpenAlex, Renato A. Krohling has authored 75 papers receiving a total of 3.6k indexed citations (citations by other indexed papers that have themselves been cited), including 52 papers in Artificial Intelligence, 19 papers in Control and Systems Engineering and 17 papers in Computational Theory and Mathematics. Recurrent topics in Renato A. Krohling's work include Metaheuristic Optimization Algorithms Research (23 papers), Evolutionary Algorithms and Applications (21 papers) and Multi-Criteria Decision Making (16 papers). Renato A. Krohling is often cited by papers focused on Metaheuristic Optimization Algorithms Research (23 papers), Evolutionary Algorithms and Applications (21 papers) and Multi-Criteria Decision Making (16 papers). Renato A. Krohling collaborates with scholars based in Brazil, Germany and Canada. Renato A. Krohling's co-authors include André G. C. Pacheco, Rodolfo Lourenzutti, J.P. Rey, José G. M. Esgario, José Aires Ventura, Lucas Veronese, Leandro dos Santos Coelho, Yuhui Shi, Marek Reformat and Frank Hoffmann and has published in prestigious journals such as SHILAP Revista de lepidopterología, Expert Systems with Applications and Information Sciences.

In The Last Decade

Renato A. Krohling

75 papers receiving 3.4k citations

Hit Papers

Deep learning for classification and severity estimation ... 2020 2026 2022 2024 2020 50 100 150 200
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Deep learning for classification and severity estimation of coffee leaf biotic stress
    2020 231 citations Renato A. Krohling et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Renato A. Krohling Brazil 29 1.3k 982 853 452 451 75 3.6k
Min Huang China 37 961 0.7× 449 0.5× 396 0.5× 355 0.8× 373 0.8× 478 6.5k
Karl F. Doerner Austria 44 664 0.5× 454 0.5× 416 0.5× 69 0.2× 378 0.8× 140 6.5k
Nebojša Bačanin Serbia 42 2.6k 2.0× 520 0.5× 357 0.4× 101 0.2× 361 0.8× 282 5.7k
Defu Zhang China 39 961 0.7× 576 0.6× 139 0.2× 1.6k 3.4× 308 0.7× 150 5.0k
Xiao‐Zhi Gao Finland 33 1.7k 1.3× 191 0.2× 448 0.5× 88 0.2× 497 1.1× 185 4.3k
Xiaohong Zhang China 28 716 0.5× 1.7k 1.7× 195 0.2× 50 0.1× 1.9k 4.3× 288 3.4k
Janmenjoy Nayak India 31 1.4k 1.1× 164 0.2× 283 0.3× 81 0.2× 171 0.4× 137 3.3k
Morteza Saberi Iran 30 830 0.6× 1.6k 1.7× 453 0.5× 85 0.2× 116 0.3× 198 4.0k
Zhili Zhou China 37 986 0.8× 402 0.4× 134 0.2× 86 0.2× 125 0.3× 214 4.7k
Vijayan N. Nair United States 26 204 0.2× 847 0.9× 121 0.1× 48 0.1× 417 0.9× 77 2.4k

Countries citing papers authored by Renato A. Krohling

Since Specialization
Citations

This map shows the geographic impact of Renato A. Krohling'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 Renato A. Krohling with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Renato A. Krohling more than expected).

Fields of papers citing papers by Renato A. Krohling

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Renato A. Krohling. 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 Renato A. Krohling. The network helps show where Renato A. Krohling may publish in the future.

Co-authorship network of co-authors of Renato A. Krohling

This figure shows the co-authorship network connecting the top 25 collaborators of Renato A. Krohling. A scholar is included among the top collaborators of Renato A. Krohling based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Renato A. Krohling. Renato A. Krohling is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Romão, Wanderson, et al.. (2024). Skin cancer diagnosis using NIR spectroscopy data of skin lesions in vivo using machine learning algorithms. Journal of Applied Biomedicine. 44(4). 824–835. 6 indexed citations
2.
Krohling, Renato A., et al.. (2023). NDB-UFES: An oral cancer and leukoplakia dataset composed of histopathological images and patient data. Data in Brief. 48. 109128–109128. 12 indexed citations
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Krohling, Renato A., et al.. (2022). Few-shot learning for biotic stress classification of coffee leaves. Artificial Intelligence in Agriculture. 6. 55–67. 27 indexed citations
5.
Krohling, Renato A., et al.. (2022). Student Dropout Prediction using 1D CNN-LSTM with Variational Autoencoder Oversampling. 1–6. 3 indexed citations
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Pacheco, André G. C., et al.. (2015). Time Series Prediction Using Restricted Boltzmann Machines and Backpropagation. Procedia Computer Science. 55. 990–999. 52 indexed citations
9.
Krohling, Renato A., et al.. (2015). Entropy-based bare bones particle swarm for dynamic constrained optimization. Knowledge-Based Systems. 97. 203–223. 18 indexed citations
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Krohling, Renato A., et al.. (2012). Combining prospect theory and fuzzy numbers to multi-criteria decision making. Expert Systems with Applications. 39(13). 11487–11493. 179 indexed citations
12.
Krohling, Renato A., et al.. (2012). A differential evolution approach for solving constrained min–max optimization problems. Expert Systems with Applications. 39(18). 13440–13450. 17 indexed citations
13.
Krohling, Renato A., et al.. (2012). FUZZY TODIM FOR GROUP DECISION MAKING. 4 indexed citations
14.
Veronese, Lucas & Renato A. Krohling. (2010). Differential evolution algorithm on the GPU with C-CUDA. 1–7. 53 indexed citations
15.
Tyrrell, Andy M., et al.. (2004). Evolutionary algorithm for the promotion of evolvable hardware. IEE Proceedings - Computers and Digital Techniques. 151(4). 267–267. 18 indexed citations
16.
Coelho, Leandro dos Santos, A.A. Coelho, & Renato A. Krohling. (2003). Parameters tuning of multivariable controllers based on memetic algorithm: fundamentals and application. 752–757. 2 indexed citations
17.
Krohling, Renato A., et al.. (2002). Designing PI/PID controllers for a motion control system based on genetic algorithms. 125–130. 70 indexed citations
18.
Krohling, Renato A.. (2002). Genetic algorithms for synthesis of mixed H/sub 2//H/sub ∞/ fixed-structure controllers. 30–35. 1 indexed citations
19.
Krohling, Renato A., et al.. (2001). Genetic Algorithms and Evolution Strategies to Solving Numerical Equations of Hydraulic Problems. 1–5. 1 indexed citations
20.
Krohling, Renato A. & J.P. Rey. (2001). Design of optimal disturbance rejection PID controllers using genetic algorithms. IEEE Transactions on Evolutionary Computation. 5(1). 78–82. 340 indexed citations

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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