2026 Marcos André Gonçalves: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	57	3882	3772	11	11	358	11505

Marcos André Gonçalves publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Marcos André Gonçalves sits on this spectrum.

32 publications 991+

This scientist: 358 publications — 83rd percentile

83% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

Marcos André Gonçalves D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Marcos André Gonçalves sits on this spectrum.

30 D-Index 131+

This scientist: 57 D-Index — 74th percentile

74% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

Research.com Recognitions

2025 - Research.com Computer Science in Brazil Leader Award
2023 - Research.com Computer Science in Brazil Leader Award
2022 - Research.com Computer Science in Brazil Leader Award

Overview

Marcos André Gonçalves is affiliated with the Universidade Federal de Minas Gerais in Brazil. Their research activity spans a significant number of publications primarily in the fields of computer science and medicine, reflecting a diverse interdisciplinary approach.

Their work is focused on several core areas within computer science, with a substantial emphasis on artificial intelligence, information systems, and subfields such as computer vision and pattern recognition, as well as management science and operations research. The main topics covered in their research include:

Topic Modeling
Text and Document Classification Technologies
Data Quality and Management
Natural Language Processing Techniques
Machine Learning and Data Classification
Biomedical Text Mining and Ontologies
Machine Learning in Healthcare

Their publication record features articles in various respected academic venues. Frequent publication venues include:

Information Processing & Management
Scientometrics
Information Sciences
SSRN Electronic Journal
ACM Computing Surveys

Some recent papers authored or co-authored by Marcos André Gonçalves include:

"Infodemics and health misinformation: a systematic review of reviews" (2022), Bulletin of the World Health Organization
"On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study" (2021), Information Processing & Management
"Impact of Big Data Analytics on People's Health: Overview of Systematic Reviews and Recommendations for Future Studies" (2021), Journal of Medical Internet Research
"Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling" (2020), Information Processing & Management
"A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification" (2023), ACM Computing Surveys

In addition to journal articles, Marcos André Gonçalves has contributed to book publications, including a title published by Morgan & Claypool Publishers:

"Automatic Disambiguation of Author Names in Bibliographic Repositories" (2020)

Their collaboration network includes frequent co-authors such as Leonardo Rocha, Washington Cunha, Felipe Viegas, Alberto H. F. Laender, and Celso França. These collaborations have resulted in several joint research outputs, reflecting a consistent engagement in collaborative scientific work.

Best Publications

SentiBench - a benchmark comparison of state-of-the-practice sentiment analysis methods

Filipe N Ribeiro;Filipe N Ribeiro;Matheus Araújo;Pollyanna Gonçalves;Marcos André Gonçalves

548
Citations
Using early view patterns to predict the popularity of youtube videos

Henrique Pinto;Jussara M. Almeida;Marcos A. Gonçalves

519
Citations
Streams, structures, spaces, scenarios, societies (5s): A formal model for digital libraries

Marcos André Gonçalves;Edward A. Fox;Layne T. Watson;Neill A. Kipp

504
Citations
A brief survey of automatic methods for author name disambiguation

Anderson A. Ferreira;Marcos André Gonçalves;Alberto H.F. Laender

344
Citations
Detecting spammers and content promoters in online video social networks

Fabrício Benevenuto;Tiago Rodrigues;Virgílio Almeida;Jussara Almeida

307
Citations
Recommender Systems Research: A Connection-Centric Survey

Saverio Perugini;Marcos André Gonçalves;Edward A. Fox

257
Citations
A genetic programming framework for content-based image retrieval

Ricardo da S. Torres;Alexandre X. Falcão;Marcos A. Gonçalves;João P. Papa

247
Citations
What is a good digital library? - A quality model for digital libraries

Marcos André Gonçalves;Bárbara L. Moreira;Edward A. Fox;Layne T. Watson

229
Citations
Learning to advertise

Anísio Lacerda;Marco Cristo;Marcos André Gonçalves;Weiguo Fan

226
Citations
Analyzing the Dynamic Evolution of Hashtags on Twitter: a Language-Based Approach

Evandro Cunha;Gabriel Magno;Giovanni Comarela;Virgilio Almeida

185
Citations
A source independent framework for research paper recommendation

Cristiano Nascimento;Alberto H.F. Laender;Altigran S. da Silva;Marcos André Gonçalves

180
Citations
Word co-occurrence features for text classification

Fábio Figueiredo;Leonardo Rocha;Thierson Couto;Thiago Salles

174
Citations
Combining link-based and content-based methods for web document classification

Pável Calado;Marco Cristo;Edleno Moura;Nivio Ziviani

172
Citations
Automatic quality assessment of content created collaboratively by web communities: a case study of wikipedia

Daniel Hasan Dalip;Marcos André Gonçalves;Marco Cristo;Pável Calado

153
Citations
An unsupervised heuristic-based hierarchical method for name disambiguation in bibliographic citations

Ricardo G. Cota;Anderson A. Ferreira;Cristiano Nascimento;Marcos André Gonçalves

137
Citations
Using web information for author name disambiguation

Denilson Alves Pereira;Berthier Ribeiro-Neto;Nivio Ziviani;Alberto H.F. Laender

127
Citations
Link-based similarity measures for the classification of Web documents

Pável Calado;Marco Cristo;Marcos André Gonçalves;Edleno S. de Moura

124
Citations
Effective self-training author name disambiguation in scholarly digital libraries

Anderson A. Ferreira;Adriano Veloso;Marcos André Gonçalves;Alberto H.F. Laender

119
Citations
An unsupervised heuristic-based hierarchical method for name disambiguation in bibliographic citations

Unknown

116
Citations
On the Dynamics of Social Media Popularity: A YouTube Case Study

Flavio Figueiredo;Jussara M. Almeida;Marcos André Gonçalves;Fabrício Benevenuto

114
Citations
Detecting Spammers and Content Promoters in Online Video Social Networks

Fabricio Benevenuto;Tiago Rodrigues;Jussara Almeida;Marcos Goncalves

42
Citations
A Benchmark Comparison of State-of-the-Practice Sentiment Analysis Methods.

Filipe Nunes Ribeiro;Matheus Araújo;Pollyanna Gonçalves;Fabrício Benevenuto

16
Citations

Frequent Co-Authors

Jussara M. Almeida Universidade Federal de Minas Gerais

Edward A. Fox Virginia Tech

Alberto H. F. Laender Universidade Federal de Minas Gerais

Ricardo da Silva Torres Wageningen University & Research

Fabrício Benevenuto Universidade Federal de Minas Gerais

Wagner Meira Universidade Federal de Minas Gerais

Adriano Veloso Universidade Federal de Minas Gerais

Virgilio Almeida Universidade Federal de Minas Gerais

Weiguo Fan University of Iowa

Edleno Silva de Moura Federal University of Amazonas

External Links

Personal website of Marcos André Gonçalves Google Scholar page

If you think any of the details on this page are incorrect, let us know.

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