Silverio Martínez‐Fernández

1.5k total citations
57 papers, 660 citations indexed

About

Silverio Martínez‐Fernández is a scholar working on Information Systems, Artificial Intelligence and Computer Networks and Communications. According to data from OpenAlex, Silverio Martínez‐Fernández has authored 57 papers receiving a total of 660 indexed citations (citations by other indexed papers that have themselves been cited), including 38 papers in Information Systems, 24 papers in Artificial Intelligence and 19 papers in Computer Networks and Communications. Recurrent topics in Silverio Martínez‐Fernández's work include Software Engineering Research (31 papers), Software Engineering Techniques and Practices (26 papers) and Advanced Software Engineering Methodologies (17 papers). Silverio Martínez‐Fernández is often cited by papers focused on Software Engineering Research (31 papers), Software Engineering Techniques and Practices (26 papers) and Advanced Software Engineering Methodologies (17 papers). Silverio Martínez‐Fernández collaborates with scholars based in Spain, Germany and Finland. Silverio Martínez‐Fernández's co-authors include Xavier Franch, Anna Maria Vollmer, Justus Bogner, Marc Oriol, Adam Trendowicz, Claudia Ayala, Pilar Rodríguez, Stefan Wagner, Julien Siebert and Lidia López and has published in prestigious journals such as IEEE Access, IEEE Transactions on Software Engineering and Computer.

In The Last Decade

Silverio Martínez‐Fernández

51 papers receiving 635 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Silverio Martínez‐Fernández Spain 14 371 185 154 127 88 57 660
Káthia Marçal de Oliveira Brazil 14 433 1.2× 232 1.3× 116 0.8× 139 1.1× 93 1.1× 59 668
Hazura Zulzalil Malaysia 15 468 1.3× 170 0.9× 181 1.2× 74 0.6× 72 0.8× 65 713
Justus Bogner Germany 13 353 1.0× 191 1.0× 255 1.7× 67 0.5× 98 1.1× 44 606
Jin Guo Canada 15 447 1.2× 288 1.6× 116 0.8× 152 1.2× 66 0.8× 70 791
Abu Bakar Md Sultan Malaysia 13 397 1.1× 190 1.0× 122 0.8× 103 0.8× 48 0.5× 81 612
Johannes Sametinger Austria 12 422 1.1× 299 1.6× 165 1.1× 156 1.2× 48 0.5× 55 699
Rose Gamble United States 16 503 1.4× 337 1.8× 319 2.1× 74 0.6× 91 1.0× 133 819
Andrea Janes Italy 16 560 1.5× 185 1.0× 236 1.5× 223 1.8× 92 1.0× 72 733
Sílvio R. L. Meira Brazil 15 379 1.0× 242 1.3× 119 0.8× 204 1.6× 39 0.4× 67 651
Nobukazu Yoshioka Japan 15 619 1.7× 292 1.6× 301 2.0× 104 0.8× 54 0.6× 140 874

Countries citing papers authored by Silverio Martínez‐Fernández

Since Specialization
Citations

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

Fields of papers citing papers by Silverio Martínez‐Fernández

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Silverio Martínez‐Fernández. 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 Silverio Martínez‐Fernández. The network helps show where Silverio Martínez‐Fernández may publish in the future.

Co-authorship network of co-authors of Silverio Martínez‐Fernández

This figure shows the co-authorship network connecting the top 25 collaborators of Silverio Martínez‐Fernández. A scholar is included among the top collaborators of Silverio Martínez‐Fernández 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 Silverio Martínez‐Fernández. Silverio Martínez‐Fernández 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
1.
Martínez, Matías, et al.. (2025). Insights into resource utilization of code small language models serving with runtime engines and execution providers. Journal of Systems and Software. 230. 112574–112574.
2.
Franch, Xavier, et al.. (2025). Impact of ML optimization tactics on greener pre-trained ML models. Computing. 107(4).
3.
Cruz, Luís, Xavier Franch, & Silverio Martínez‐Fernández. (2025). Innovating for Tomorrow: The Convergence of Software Engineering and Green AI. ACM Transactions on Software Engineering and Methodology. 34(5). 1–13. 1 indexed citations
4.
Martínez, Matías, Silverio Martínez‐Fernández, & Xavier Franch. (2025). The Sustainability Face of Automated Program Repair Tools. ACM Transactions on Software Engineering and Methodology. 34(8). 1–37.
5.
Martínez‐Fernández, Silverio, et al.. (2024). Energy-efficient neural network training through runtime layer freezing, model quantization, and early stopping. Computer Standards & Interfaces. 92. 103906–103906. 10 indexed citations
6.
Gómez, Cristina, et al.. (2024). GAISSALabel: A Tool for Energy Labeling of ML Models. UPCommons institutional repository (Universitat Politècnica de Catalunya). 622–626. 2 indexed citations
7.
Martínez‐Fernández, Silverio, et al.. (2024). Lessons Learned from Mining the Hugging Face Repository. QRU Quaderns de Recerca en Urbanisme. 1–6. 6 indexed citations
8.
Martínez‐Fernández, Silverio, et al.. (2023). Which design decisions in AI-enabled mobile applications contribute to greener AI?. Empirical Software Engineering. 29(1). 9 indexed citations
9.
Martínez‐Fernández, Silverio, et al.. (2023). Guiding the retraining of convolutional neural networks against adversarial inputs. PeerJ Computer Science. 9. e1454–e1454. 1 indexed citations
10.
Martínez‐Fernández, Silverio, et al.. (2021). Integration of convolutional neural networks in mobile applications. QRU Quaderns de Recerca en Urbanisme. 4 indexed citations
11.
López, Lidia, Xavier Burgués Illa, Silverio Martínez‐Fernández, et al.. (2021). Quality measurement in agile and rapid software development: A systematic mapping. Journal of Systems and Software. 186. 111187–111187. 17 indexed citations
12.
Garcés, Lina, Silverio Martínez‐Fernández, Pedro Henrique Dias Valle, et al.. (2021). Three decades of software reference architectures: A systematic mapping study. Journal of Systems and Software. 179. 111004–111004. 11 indexed citations
13.
Choraś, Michał, Rafał Kozik, Lidia López, et al.. (2020). Measuring and Improving Agile Processes in a Small-Size Software Development Company. IEEE Access. 8. 78452–78466. 26 indexed citations
14.
Oriol, Marc, Silverio Martínez‐Fernández, Woubshet Behutiye, et al.. (2020). Data-driven and tool-supported elicitation of quality requirements in agile companies. Software Quality Journal. 28(3). 931–963. 20 indexed citations
15.
Garcés, Lina, Silverio Martínez‐Fernández, Valdemar Vicente Graciano Neto, & Elisa Yumi Nakagawa. (2020). Architectural Solutions for Self-Adaptive Systems. Computer. 53(12). 47–59. 4 indexed citations
16.
Valle, Pedro Henrique Dias, Lina Garcés, Milena Guessi, Silverio Martínez‐Fernández, & Elisa Yumi Nakagawa. (2020). Approaches for describing reference architectures: A systematic mapping study. Conferencia Iberoamericana de Software Engineering. 71–84. 2 indexed citations
17.
Ebert, Christof, Jens Heidrich, Silverio Martínez‐Fernández, & Adam Trendowicz. (2019). Data Science: Technologies for Better Software. IEEE Software. 36(6). 66–72. 5 indexed citations
18.
Behutiye, Woubshet, Lidia López, Xavier Burgués Illa, et al.. (2019). Management of quality requirements in agile and rapid software development: A systematic mapping study. Information and Software Technology. 123. 106225–106225. 44 indexed citations
19.
Ameller, David, Xavier Franch, Cristina Gómez, et al.. (2019). Dealing with Non-Functional Requirements in Model-Driven Development: A Survey. IEEE Transactions on Software Engineering. 47(4). 818–835. 29 indexed citations
20.
Martínez‐Fernández, Silverio, Xavier Franch, & Jesús Bisbal. (2015). Mercury: Using the QuPreSS reference model to evaluate predictive services. Science of Computer Programming. 134. 61–74. 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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