Nuno Moniz

604 total citations
33 papers, 320 citations indexed

About

Nuno Moniz is a scholar working on Artificial Intelligence, Sociology and Political Science and Statistical and Nonlinear Physics. According to data from OpenAlex, Nuno Moniz has authored 33 papers receiving a total of 320 indexed citations (citations by other indexed papers that have themselves been cited), including 21 papers in Artificial Intelligence, 5 papers in Sociology and Political Science and 5 papers in Statistical and Nonlinear Physics. Recurrent topics in Nuno Moniz's work include Imbalanced Data Classification Techniques (14 papers), Privacy-Preserving Technologies in Data (6 papers) and Machine Learning and Algorithms (5 papers). Nuno Moniz is often cited by papers focused on Imbalanced Data Classification Techniques (14 papers), Privacy-Preserving Technologies in Data (6 papers) and Machine Learning and Algorithms (5 papers). Nuno Moniz collaborates with scholars based in Portugal, United States and Canada. Nuno Moniz's co-authors include Rita P. Ribeiro, Luı́s Torgo, Paula Branco, Vítor Cerqueira, Luís Antunes, Nitesh V. Chawla, Magdalini Eirinaki, João Vinagre, Vı́tor Santos Costa and Katerina Potika and has published in prestigious journals such as PLoS ONE, Expert Systems with Applications and ACM Computing Surveys.

In The Last Decade

Nuno Moniz

28 papers receiving 309 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Nuno Moniz Portugal	11	162	41	41	35	32	33	320
Gaihua Fu United Kingdom	9	112 0.7×	81 2.0×	40 1.0×	15 0.4×	27 0.8×	15	413
Xudong Pan China	8	169 1.0×	23 0.6×	31 0.8×	22 0.6×	12 0.4×	20	277
John Fulcher Australia	8	153 0.9×	41 1.0×	50 1.2×	44 1.3×	19 0.6×	56	413
Kamalika Das United States	11	218 1.3×	52 1.3×	21 0.5×	35 1.0×	34 1.1×	33	454
Xuhui Zhu China	10	123 0.8×	25 0.6×	21 0.5×	29 0.8×	19 0.6×	31	329
Huifeng Xue China	10	52 0.3×	32 0.8×	31 0.8×	25 0.7×	28 0.9×	31	328
Zaizai Yan China	10	49 0.3×	47 1.1×	21 0.5×	15 0.4×	20 0.6×	59	408
Anıl Utku Türkiye	10	74 0.5×	50 1.2×	24 0.6×	31 0.9×	21 0.7×	57	252

Countries citing papers authored by Nuno Moniz

Since Specialization

Citations

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

Fields of papers citing papers by Nuno Moniz

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Nuno Moniz

This figure shows the co-authorship network connecting the top 25 collaborators of Nuno Moniz. A scholar is included among the top collaborators of Nuno Moniz 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 Nuno Moniz. Nuno Moniz 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

Moniz, Nuno, et al.. (2025). Automated privacy-preserving techniques via meta-learning. Information Fusion. 127. 103893–103893.

Moniz, Nuno, et al.. (2025). Class-Imbalanced Learning on Graphs: A Survey. ACM Computing Surveys. 57(8). 1–16. 4 indexed citations

Antunes, Luís, et al.. (2025). Empowering open data sharing for social good: a privacy-aware approach. Scientific Data. 12(1). 248–248. 1 indexed citations

Ma, Tianyi, Nuno Moniz, Philipp Geyer, et al.. (2025). NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning. 5934–5966. 2 indexed citations

Moniz, Nuno, et al.. (2024). AnyLoss: Transforming Classification Metrics into Loss Functions. 992–1003. 1 indexed citations

Moniz, Nuno, et al.. (2024). FairMOE: counterfactually-fair mixture of experts with levels of interpretability. Machine Learning. 113(9). 6539–6559. 1 indexed citations

Moniz, Nuno, et al.. (2023). Towards a data privacy-predictive performance trade-off. Expert Systems with Applications. 223. 119785–119785. 11 indexed citations

Moniz, Nuno, et al.. (2023). Survey on Privacy-Preserving Techniques for Microdata Publication. ACM Computing Surveys. 55(14s). 1–42. 15 indexed citations

Moniz, Nuno, et al.. (2023). Progress in Artificial Intelligence. Lecture notes in computer science. 4 indexed citations

10.

Moniz, Nuno, et al.. (2023). Progress in Artificial Intelligence. Lecture notes in computer science. 1 indexed citations

11.

Moniz, Nuno, et al.. (2021). No Free Lunch in imbalanced learning. Knowledge-Based Systems. 227. 107222–107222. 20 indexed citations

12.

Antunes, Luís, et al.. (2021). Fundamental privacy rights in a pandemic state. PLoS ONE. 16(6). e0252169–e0252169. 6 indexed citations

13.

Moniz, Nuno, et al.. (2021). Biased resampling strategies for imbalanced spatio-temporal forecasting. International Journal of Data Science and Analytics. 12(3). 205–228. 5 indexed citations

14.

Vinagre, João & Nuno Moniz. (2020). Inteligência Artificial. Revista de Ciência Elementar. 8(4). 11 indexed citations

15.

Torgo, Luı́s, Stan Matwin, Nathalie Japkowicz, et al.. (2018). 2nd Workshop on Learning with Imbalanced Domains: Preface. 1–7. 1 indexed citations

16.

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

17.

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

18.

Eirinaki, Magdalini, Nuno Moniz, & Katerina Potika. (2016). Threshold-Bounded Influence Dominating Sets for Recommendations in Social Networks. Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT). 408–415. 7 indexed citations

19.

Moniz, Nuno, Luı́s Torgo, & Magdalini Eirinaki. (2016). Time-Based Ensembles for Prediction of Rare Events in News Stream. San José State University ScholarWorks (San Jose State University). abs 1412 436. 1066–1073. 3 indexed citations

20.

Moniz, Nuno, et al.. (2015). Relational Data on Members of Portuguese Governments (1976–2014). Data. 1(1). 1–8. 6 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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