Rosane Minghim

5.7k total citations · 1 hit paper
100 papers, 3.4k citations indexed

About

Rosane Minghim is a scholar working on Computer Vision and Pattern Recognition, Signal Processing and Artificial Intelligence. According to data from OpenAlex, Rosane Minghim has authored 100 papers receiving a total of 3.4k indexed citations (citations by other indexed papers that have themselves been cited), including 74 papers in Computer Vision and Pattern Recognition, 24 papers in Signal Processing and 22 papers in Artificial Intelligence. Recurrent topics in Rosane Minghim's work include Data Visualization and Analytics (52 papers), Image Retrieval and Classification Techniques (27 papers) and Computer Graphics and Visualization Techniques (19 papers). Rosane Minghim is often cited by papers focused on Data Visualization and Analytics (52 papers), Image Retrieval and Classification Techniques (27 papers) and Computer Graphics and Visualization Techniques (19 papers). Rosane Minghim collaborates with scholars based in Brazil, Ireland and United States. Rosane Minghim's co-authors include Guilherme P. Telles, Henry Heberle, Gabriela Vaz Meirelles, Felipe Rodrigues da Silva, Fernando V. Paulovich, Luís Gustavo Nonato, Maria Cristina Ferreira de Oliveira, Haim Levkowitz, Alneu de Andrade Lopes and Rafael M. Martins and has published in prestigious journals such as SHILAP Revista de lepidopterología, Journal of Computational Physics and IEEE Transactions on Image Processing.

In The Last Decade

Rosane Minghim

93 papers receiving 3.3k citations

Hit Papers

align trajectories

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.

InteractiVenn: a web-based tool for the analysis of sets through Venn diagrams

2015 1.7k citations Henry Heberle, Gabriela Vaz Meirelles et al. BMC Bioinformatics profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Rosane Minghim Brazil	25	1.1k	919	550	299	290	100	3.4k
Hendrik Strobelt United States	20	690 0.6×	1.1k 1.2×	782 1.4×	102 0.3×	278 1.0×	46	3.1k
Xiuwen Liu United States	33	1.2k 1.1×	1.3k 1.4×	588 1.1×	234 0.8×	253 0.9×	180	5.8k
Alexander Lex United States	22	1.0k 1.0×	1.9k 2.1×	494 0.9×	167 0.6×	565 1.9×	58	4.7k
Dianne Cook United States	31	1.1k 1.0×	435 0.5×	983 1.8×	386 1.3×	272 0.9×	147	3.3k
Ming Hao United States	26	560 0.5×	2.4k 2.7×	452 0.8×	261 0.9×	243 0.8×	126	5.1k
Dejun Zhang China	33	672 0.6×	792 0.9×	461 0.8×	54 0.2×	267 0.9×	197	3.3k
Jinwook Seo South Korea	25	985 0.9×	839 0.9×	490 0.9×	213 0.7×	183 0.6×	121	2.6k
Romain Vuillemot France	10	465 0.4×	628 0.7×	174 0.3×	94 0.3×	183 0.6×	20	1.9k
Eran Halperin United States	42	220 0.2×	3.1k 3.4×	776 1.4×	315 1.1×	388 1.3×	147	7.7k
Thomas Hermann Germany	34	800 0.7×	1.2k 1.3×	160 0.3×	321 1.1×	84 0.3×	260	4.4k

Countries citing papers authored by Rosane Minghim

Since Specialization

Citations

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

Fields of papers citing papers by Rosane Minghim

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Rosane Minghim

This figure shows the co-authorship network connecting the top 25 collaborators of Rosane Minghim. A scholar is included among the top collaborators of Rosane Minghim 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 Rosane Minghim. Rosane Minghim is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Minghim, Rosane, et al.. (2025). Enhancing Cancer Classification from RNA Sequencing Data Using Deep Learning and Explainable AI. Machine Learning and Knowledge Extraction. 7(4). 114–114.

Ponti, Moacir Antonelli, et al.. (2025). Enhancing sound-based classification of birds and anurans with spectrogram representations and acoustic indices in neural network architectures. Ecological Informatics. 90. 103232–103232.

Minghim, Rosane, et al.. (2025). DESIGNING AND EVALUATING AN ACCESSIBLE SMARTPHONE-BASED APP FOR BLIND AND VISUALLY IMPAIRED STUDENTS FOR LEARNING MATHEMATICS. INTED proceedings. 1. 6954–6961.

Minghim, Rosane, et al.. (2024). A Study on Text Classification in the Age of Large Language Models. SHILAP Revista de lepidopterología. 6(4). 2688–2721. 2 indexed citations

Minghim, Rosane, et al.. (2022). GGNN@Causal News Corpus 2022:Gated Graph Neural Networks for Causal Event Classification from Social-Political News Articles. 85–90. 2 indexed citations

Ribeiro, Milton Cézar, et al.. (2021). Visual Active Learning for Labeling: A Case for Soundscape Ecology Data. Information. 12(7). 265–265. 7 indexed citations

Ponti, Moacir Antonelli, et al.. (2021). A classification and quantification approach to generate features in soundscape ecology using neural networks. Neural Computing and Applications. 34(3). 1923–1937. 12 indexed citations

Telles, Guilherme P., et al.. (2019). The Visual SuperTree: similarity-based multi-scale visualization. The Visual Computer. 35(6-8). 1067–1080. 2 indexed citations

Dang, Anh Duc, et al.. (2016). Reddit Temporal N-gram Corpus and its Applications on Paraphrase and Semantic Similarity in Social Media using a Topic-based Latent Semantic Analysis.. International Conference on Computational Linguistics. 3553–3564. 5 indexed citations

10.

Dang, Anh Duc, et al.. (2016). Toward understanding how users respond to rumours in social media. 777–784. 15 indexed citations

11.

Heberle, Henry, Gabriela Vaz Meirelles, Felipe Rodrigues da Silva, Guilherme P. Telles, & Rosane Minghim. (2015). InteractiVenn: a web-based tool for the analysis of sets through Venn diagrams. BMC Bioinformatics. 16(1). 169–169. 1722 indexed citations breakdown →

12.

Pagliosa, Paulo, Fernando V. Paulovich, Rosane Minghim, Haim Levkowitz, & Luís Gustavo Nonato. (2014). Projection inspector: Assessment and synthesis of multidimensional projections. Neurocomputing. 150. 599–610. 26 indexed citations

13.

Telles, Guilherme P., Nalvo F. Almeida, Rosane Minghim, & Maria Emília M. T. Walter. (2013). Live Phylogeny. Journal of Computational Biology. 20(1). 30–37. 3 indexed citations

14.

Pedrini, Hélio, et al.. (2011). Improved Similarity Trees and their Application to Visual Data Classification. IEEE Transactions on Visualization and Computer Graphics. 17(12). 2459–2468. 34 indexed citations

15.

Eler, Danilo Medeiros, Fernando V. Paulovich, Maria Cristina Ferreira de Oliveira, & Rosane Minghim. (2008). Coordinated and Multiple Views for Visualizing Text Collections. 246–251. 8 indexed citations

16.

Paulovich, Fernando V., Maria Cristina Ferreira de Oliveira, & Rosane Minghim. (2007). The Projection Explorer: A Flexible Tool for Projection-based Multidimensional Visualization. 27–36. 47 indexed citations

17.

Paulovich, Fernando V., et al.. (2007). Point Placement by Phylogenetic Trees and its Application to Visual Analysis of Document Collections. 99–106. 34 indexed citations

18.

Paulovich, Fernando V., Luís Gustavo Nonato, & Rosane Minghim. (2006). Visual Mapping of Text Collections through a Fast High Precision Projection Technique. 282–290. 14 indexed citations

19.

Nonato, Luís Gustavo, et al.. (2004). Morse Operators for Digital Planar Surfaces and Their Application to Image Segmentation. IEEE Transactions on Image Processing. 13(2). 216–227. 6 indexed citations

20.

Minghim, Rosane & A. R. Forrest. (1995). An illustrated analysis of sonification for scientific visualisation. IEEE Visualization. 110–117. 27 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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