Paula Branco

2.9k total citations · 1 hit paper
55 papers, 1.4k citations indexed

About

Paula Branco is a scholar working on Artificial Intelligence, Computer Networks and Communications and Signal Processing. According to data from OpenAlex, Paula Branco has authored 55 papers receiving a total of 1.4k indexed citations (citations by other indexed papers that have themselves been cited), including 38 papers in Artificial Intelligence, 12 papers in Computer Networks and Communications and 12 papers in Signal Processing. Recurrent topics in Paula Branco's work include Imbalanced Data Classification Techniques (22 papers), Anomaly Detection Techniques and Applications (14 papers) and Network Security and Intrusion Detection (12 papers). Paula Branco is often cited by papers focused on Imbalanced Data Classification Techniques (22 papers), Anomaly Detection Techniques and Applications (14 papers) and Network Security and Intrusion Detection (12 papers). Paula Branco collaborates with scholars based in Canada, Portugal and United States. Paula Branco's co-authors include Luı́s Torgo, Rita P. Ribeiro, Nuno Moniz, Bernhard Pfahringer, Nathalie Japkowicz, Bartosz Krawczyk, Kushankur Ghosh, Roberto Corizzo, Colin Bellinger and Herna L. Viktor and has published in prestigious journals such as SHILAP Revista de lepidopterología, Expert Systems with Applications and IEEE Access.

In The Last Decade

Paula Branco

47 papers receiving 1.3k citations

Hit Papers

A Survey of Predictive Modeling on Imbalanced Domains 2016 2026 2019 2022 2016 200 400 600
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 Survey of Predictive Modeling on Imbalanced Domains
    2016 738 citations Paula Branco, Luı́s Torgo 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
Paula Branco Canada 12 705 199 132 122 116 55 1.4k
Rita P. Ribeiro Portugal 14 679 1.0× 195 1.0× 96 0.7× 85 0.7× 82 0.7× 33 1.3k
Dalwinder Singh India 10 420 0.6× 135 0.7× 87 0.7× 106 0.9× 98 0.8× 21 1.4k
Dong Xibin China 3 467 0.7× 131 0.7× 82 0.6× 96 0.8× 95 0.8× 8 1.3k
Gongbo Zhang United States 10 775 1.1× 197 1.0× 140 1.1× 91 0.7× 118 1.0× 22 1.7k
Sanyam Shukla India 17 836 1.2× 218 1.1× 124 0.9× 120 1.0× 89 0.8× 55 1.5k
Birmohan Singh India 17 591 0.8× 161 0.8× 118 0.9× 134 1.1× 146 1.3× 62 1.9k
Yifan Shi China 12 771 1.1× 171 0.9× 107 0.8× 155 1.3× 136 1.2× 37 1.8k
Kristina P. Sinaga Taiwan 6 459 0.7× 189 0.9× 185 1.4× 106 0.9× 88 0.8× 12 1.5k
Nazri Mohd Nawi Malaysia 18 510 0.7× 142 0.7× 244 1.8× 180 1.5× 80 0.7× 104 1.3k
Farid García‐Lamont Mexico 11 546 0.8× 193 1.0× 129 1.0× 119 1.0× 104 0.9× 38 1.9k

Countries citing papers authored by Paula Branco

Since Specialization
Citations

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

Fields of papers citing papers by Paula Branco

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Paula Branco

This figure shows the co-authorship network connecting the top 25 collaborators of Paula Branco. A scholar is included among the top collaborators of Paula Branco 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 Paula Branco. Paula Branco 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
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Branco, Paula, et al.. (2025). Definition of the microbial rare biosphere through unsupervised machine learning. Communications Biology. 8(1). 544–544. 2 indexed citations
3.
Bianculli, Domenico, et al.. (2025). A comprehensive study of machine learning techniques for log-based anomaly detection. Empirical Software Engineering. 30(5). 129–129.
4.
Branco, Paula, et al.. (2024). Empirical analysis of performance assessment for imbalanced classification. Machine Learning. 113(8). 5533–5575. 11 indexed citations
5.
Kiringa, Iluju, et al.. (2024). Corn Grain Yield Prediction Using UAV-Based High Spatiotemporal Resolution Imagery, Machine Learning, and Spatial Cross-Validation. Remote Sensing. 16(4). 683–683. 31 indexed citations
6.
Branco, Paula, et al.. (2024). Strategic Digitalization in Oil and Gas: A Case Study on Mixed Reality and Digital Twins. IEEE Access. 12. 87248–87267. 4 indexed citations
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Chang, Liyan & Paula Branco. (2024). Embedding residuals in graph-based solutions: the E-ResSAGE and E-ResGAT algorithms. A case study in intrusion detection. Applied Intelligence. 54(8). 6025–6040. 7 indexed citations
10.
Branco, Paula, et al.. (2023). Evaluating Word Embedding Feature Extraction Techniques for Host-Based Intrusion Detection Systems. PubMed. 1(1). 2–2. 8 indexed citations
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Branco, Paula, et al.. (2023). Detecting Malicious .NET Files Using CLR Header Features and Machine Learning. 1 indexed citations
13.
Branco, Paula, et al.. (2023). SSL-GAN-RoBERTa: A robust semi-supervised model for detecting Anti-Asian COVID-19 hate speech on social media. Natural Language Engineering. 30(6). 1161–1180. 8 indexed citations
14.
Branco, Paula, et al.. (2023). AutoGAN: An Automated Human-Out-of-the-Loop Approach for Training Generative Adversarial Networks. Mathematics. 11(4). 977–977. 2 indexed citations
15.
Li, Yansong, et al.. (2023). Describe the house and I will tell you the price: House price prediction with textual description data. Natural Language Engineering. 30(4). 661–695. 8 indexed citations
16.
Torgo, Luı́s, Stan Matwin, Nathalie Japkowicz, et al.. (2018). 2nd Workshop on Learning with Imbalanced Domains: Preface. 1–7. 1 indexed citations
17.
Branco, Paula, Luı́s Torgo, & Rita P. Ribeiro. (2018). REBAGG: REsampled BAGGing for Imbalanced Regression. 67–81. 11 indexed citations
18.
Moniz, Nuno, Paula Branco, & Luı́s Torgo. (2017). Evaluation of Ensemble Methods in Imbalanced Regression Tasks. Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT). 129–140. 10 indexed citations
19.
Branco, Paula, Luı́s Torgo, & Rita P. Ribeiro. (2017). SMOGN: a Pre-processing Approach for Imbalanced Regression. Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT). 36–50. 90 indexed citations
20.
Torgo, Luı́s, Bartosz Krawczyk, Paula Branco, & Nuno Moniz. (2017). Learning with Imbalanced Domains: Preface. Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT). 1–6. 1 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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