Júlia Couto

909 total citations
25 papers, 553 citations indexed

About

Júlia Couto is a scholar working on Information Systems, Artificial Intelligence and Computer Networks and Communications. According to data from OpenAlex, Júlia Couto has authored 25 papers receiving a total of 553 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Information Systems, 10 papers in Artificial Intelligence and 8 papers in Computer Networks and Communications. Recurrent topics in Júlia Couto's work include Data Mining Algorithms and Applications (5 papers), Data Management and Algorithms (5 papers) and Software Engineering Research (4 papers). Júlia Couto is often cited by papers focused on Data Mining Algorithms and Applications (5 papers), Data Management and Algorithms (5 papers) and Software Engineering Research (4 papers). Júlia Couto collaborates with scholars based in Brazil, United States and Canada. Júlia Couto's co-authors include Daniel Barbará, Yi Li, Sushil Jajodia, Ningning Wu, Yi Li, Duncan D. Ruiz, Rafael Prikladnicki, Jia‐Ling Lin, Felipe Meneguzzi and Sabrina Marczak and has published in prestigious journals such as SHILAP Revista de lepidopterología, ACM SIGMOD Record and International Journal of Intelligent Systems.

In The Last Decade

Júlia Couto

24 papers receiving 498 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Júlia Couto Brazil	7	421	199	184	163	86	25	553
Ashwin Lall United States	14	323 0.8×	418 2.1×	272 1.5×	98 0.6×	101 1.2×	38	701
Wenqing Lin China	14	309 0.7×	223 1.1×	234 1.3×	139 0.9×	235 2.7×	45	670
Robert Gwadera Switzerland	10	219 0.5×	180 0.9×	169 0.9×	158 1.0×	27 0.3×	25	415
Ramlan Mahmod Malaysia	15	404 1.0×	202 1.0×	188 1.0×	291 1.8×	283 3.3×	107	778
Mingxi Wu United States	12	490 1.2×	366 1.8×	306 1.7×	84 0.5×	91 1.1×	19	715
John Shafer United States	8	420 1.0×	156 0.8×	194 1.1×	441 2.7×	55 0.6×	15	723
Chunhe Xia China	14	245 0.6×	380 1.9×	164 0.9×	198 1.2×	45 0.5×	103	662
Boqin Feng China	11	199 0.5×	111 0.6×	37 0.2×	163 1.0×	64 0.7×	82	463
Moheb R. Girgis Egypt	14	238 0.6×	275 1.4×	143 0.8×	531 3.3×	88 1.0×	46	874

Countries citing papers authored by Júlia Couto

Since Specialization

Citations

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

Fields of papers citing papers by Júlia Couto

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Júlia Couto

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

Couto, Júlia, et al.. (2025). Development and evaluation of a clinical note summarization system using large language models. Communications Medicine. 5(1). 376–376. 1 indexed citations

Couto, Júlia, et al.. (2023). Potenciais interações medicamentosas em adultos e idosos no ambiente hospitalar. SHILAP Revista de lepidopterología. 14(3). 971–971. 1 indexed citations

Couto, Júlia, et al.. (2022). Automatized Bioinformatics Data Integration in a Hadoop-based Data Lake. PUCRS Repository (Pontifical Catholic University of Rio Grande do Sul). 137–153. 2 indexed citations

Couto, Júlia & Duncan D. Ruiz. (2022). An overview about data integration in data lakes. 2022 17th Iberian Conference on Information Systems and Technologies (CISTI). 1–7. 3 indexed citations

Couto, Júlia, et al.. (2022). ML@SE: What do we know about how Machine Learning impact Software Engineering practice?. 2022 17th Iberian Conference on Information Systems and Technologies (CISTI). 1–7. 1 indexed citations

Couto, Júlia, et al.. (2021). Improving the Design of Ambient Intelligence Systems: Guidelines Based on a Systematic Review. International Journal of Human-Computer Interaction. 38(1). 19–27. 6 indexed citations

Couto, Júlia, et al.. (2021). Challenges in using Machine Learning to Support Software Engineering. PUCRS Repository (Pontifical Catholic University of Rio Grande do Sul). 224–231. 6 indexed citations

Couto, Júlia, et al.. (2021). A PMBoK Extension Proposal for Data Visualization in Software Project Management. PUCRS Repository (Pontifical Catholic University of Rio Grande do Sul). 54–65. 1 indexed citations

Couto, Júlia, et al.. (2021). Práticas de autonomia e exclusão de um centro de atenção psicossocial: um relato de experiência. Revista Família Ciclos de Vida e Saúde no Contexto Social. 9. 843–843. 2 indexed citations

10.

Couto, Júlia, et al.. (2020). SmartIX: A database indexing agent based on reinforcement learning. Applied Intelligence. 50(8). 2575–2588. 15 indexed citations

11.

Couto, Júlia, et al.. (2019). mir-pucrs/smartix-rl v1.0. Zenodo (CERN European Organization for Nuclear Research). 1 indexed citations

12.

Couto, Júlia, et al.. (2019). GADIS: A Genetic Algorithm for Database Index Selection (S). Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering. 2019. 39–42. 7 indexed citations

13.

Couto, Júlia, et al.. (2019). A Mapping Study about Data Lakes: An Improved Definition and Possible Architectures. Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering. 2019. 453–458. 18 indexed citations

14.

Hartley, Stephen, et al.. (2016). The TERRAIN tool for teaching responsible research and innovation. White Rose Research Online (University of Leeds, The University of Sheffield, University of York). 3 indexed citations

15.

Couto, Júlia, et al.. (2010). Generation of Cartoon 2D Cracks Based on Leaf Venation Patterns. 5773. 165–170.

16.

Barbará, Daniel, et al.. (2003). Bootstrapping a data mining intrusion detection system. 421–425. 24 indexed citations

17.

Barbará, Daniel, et al.. (2003). Bootstrapping a data mining intrusion detection system. 2 indexed citations

18.

Barbará, Daniel, Yi Li, & Júlia Couto. (2002). COOLCAT. 66 indexed citations

19.

Barbará, Daniel, Júlia Couto, Sushil Jajodia, & Ningning Wu. (2001). ADAM. ACM SIGMOD Record. 30(4). 15–24. 154 indexed citations

20.

Laita, Luis M., et al.. (1994). A formal model for knowledge-based systems verification. International Journal of Intelligent Systems. 9(9). 769–786. 2 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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