Fabrízzio Soares

2.1k total citations · 1 hit paper
85 papers, 1.3k citations indexed

About

Fabrízzio Soares is a scholar working on Computer Vision and Pattern Recognition, Human-Computer Interaction and Cognitive Neuroscience. According to data from OpenAlex, Fabrízzio Soares has authored 85 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 26 papers in Computer Vision and Pattern Recognition, 19 papers in Human-Computer Interaction and 14 papers in Cognitive Neuroscience. Recurrent topics in Fabrízzio Soares's work include Tactile and Sensory Interactions (12 papers), Remote Sensing and LiDAR Applications (11 papers) and COVID-19 diagnosis using AI (11 papers). Fabrízzio Soares is often cited by papers focused on Tactile and Sensory Interactions (12 papers), Remote Sensing and LiDAR Applications (11 papers) and COVID-19 diagnosis using AI (11 papers). Fabrízzio Soares collaborates with scholars based in Brazil, United States and Slovakia. Fabrízzio Soares's co-authors include João Basto, Symone Gomes Soares Alcalá, Roberto da Piedade Francisco, William D. Ferreira, Ronaldo Martins da Costa, Christian Dias Cabacinha, Gilberto Arantes Carrijo, Hugo Alexandre Dantas do Nascimento, Oge Marques and Rafael T. Sousa and has published in prestigious journals such as SHILAP Revista de lepidopterología, Expert Systems with Applications and IEEE Access.

In The Last Decade

Fabrízzio Soares

71 papers receiving 1.2k citations

Hit Papers

A systematic literature review of machine learning method... 2019 2026 2021 2023 2019 250 500 750
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. A systematic literature review of machine learning methods applied to predictive maintenance
    2019 843 citations Fabrízzio Soares 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
Fabrízzio Soares Brazil 12 325 262 185 167 141 85 1.3k
Basilio Sierra Spain 25 471 1.4× 350 1.3× 475 2.6× 703 4.2× 254 1.8× 138 2.3k
Marina Paolanti Italy 24 174 0.5× 316 1.2× 497 2.7× 259 1.6× 76 0.5× 86 1.9k
Xuelong Hu China 20 190 0.6× 106 0.4× 426 2.3× 104 0.6× 72 0.5× 152 1.6k
Michael Freitag Germany 27 259 0.8× 1.3k 4.8× 213 1.2× 270 1.6× 129 0.9× 199 2.5k
Mehdi Adda Canada 19 127 0.4× 98 0.4× 203 1.1× 322 1.9× 51 0.4× 108 1.2k
Samir Khan United Kingdom 15 662 2.0× 157 0.6× 58 0.3× 206 1.2× 311 2.2× 43 1.4k
Jorge Posada Spain 16 66 0.2× 539 2.1× 236 1.3× 121 0.7× 135 1.0× 79 1.3k
Jason Yon United Kingdom 12 355 1.1× 847 3.2× 40 0.2× 50 0.3× 242 1.7× 33 1.8k
Yuansong Qiao Ireland 20 133 0.4× 677 2.6× 446 2.4× 166 1.0× 117 0.8× 125 2.3k
Jongpil Jeong South Korea 19 243 0.7× 311 1.2× 124 0.7× 216 1.3× 172 1.2× 209 1.3k

Countries citing papers authored by Fabrízzio Soares

Since Specialization
Citations

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

Fields of papers citing papers by Fabrízzio Soares

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Fabrízzio Soares. 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 Fabrízzio Soares. The network helps show where Fabrízzio Soares may publish in the future.

Co-authorship network of co-authors of Fabrízzio Soares

This figure shows the co-authorship network connecting the top 25 collaborators of Fabrízzio Soares. A scholar is included among the top collaborators of Fabrízzio Soares 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 Fabrízzio Soares. Fabrízzio Soares 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.
Nascimento, Hugo Alexandre Dantas do, et al.. (2025). Transformer: O Poder da Atenção no Auxílio ao Diagnóstico de Múltiplas Doenças Neurodegenerativas. 23. 158–164.
2.
Soares, Fabrízzio, et al.. (2025). Mediação e acessibilidade: caminhos para a inclusão da criança cega no âmbito da escola regular. Caderno Pedagógico. 22(12). e20423–e20423.
3.
Cabacinha, Christian Dias, et al.. (2025). Eucalyptus diameter and volume prediction with deep neural networks: A Long Short-Term Memory model approach. Expert Systems with Applications. 271. 126704–126704.
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Cabacinha, Christian Dias, et al.. (2024). Applications of artificial intelligence and LiDAR in forest inventories: A Systematic Literature Review. Computers & Electrical Engineering. 120. 109793–109793. 2 indexed citations
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Soares, Fabrízzio, et al.. (2024). Sobre a análise de sinais de voz para o diagnóstico da doença de Parkinson. Journal of Health Informatics. 16(Especial). 2 indexed citations
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Soares, Fabrízzio, et al.. (2023). CBIR-ANR: A content-based image retrieval with accuracy noise reduction. Software Impacts. 15. 100486–100486. 6 indexed citations
11.
Soares, Fabrízzio, et al.. (2023). An Intelligent System to Improve Diagnostic Support for Oral Squamous Cell Carcinoma. Healthcare. 11(19). 2675–2675. 2 indexed citations
12.
Soares, Fabrízzio, et al.. (2023). A novel content-based image retrieval system with feature descriptor integration and accuracy noise reduction. Expert Systems with Applications. 232. 120774–120774. 14 indexed citations
13.
Soares, Fabrízzio, et al.. (2023). ProtectLeaf: An insect predation analyzer for agricultural crop monitoring. SoftwareX. 24. 101537–101537. 2 indexed citations
14.
Soares, Fabrízzio, et al.. (2022). DCF: Disparity computing framework for stereo vision systems. Software Impacts. 14. 100442–100442. 1 indexed citations
15.
Pedrini, Hélio, et al.. (2022). Detection of Curved Rows and Gaps in Aerial Images of Sugarcane Field Using Image Processing Techniques. Canadian Journal of Electrical and Computer Engineering. 45(3). 303–310. 6 indexed citations
16.
Rossi, Fábio Diniz, et al.. (2022). Children’s Impressions of Early Spelling Assessment through Handwriting on Tablets vs. Paper-based Method. Interaction Design and Children. 569–575. 1 indexed citations
17.
Soares, Fabrízzio, et al.. (2022). Artificial Neural Networks and BPPC Features for Detecting COVID-19 and Severity Level. 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC). 1822–1827. 2 indexed citations
18.
Soares, Fabrízzio, et al.. (2020). A Study of Dimensionality Reduction Impact on an Approach to People Detection in Gigapixel Images. Canadian Journal of Electrical and Computer Engineering. 43(3). 122–128. 1 indexed citations
19.
Soares, Fabrízzio, et al.. (2020). Foreign Artifacts Detection on Pediatric Chest X-Ray. 1–4. 2 indexed citations
20.

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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