Martínez Fernández, Silverio Juan Author
Training Future Machine Learning Engineers: A Project-Based Course on MLOps
- Lanubile F.
- Martinez-Fernandez S.
- Quaranta L.
IEEE Software - 1/3/2024
- CiteScore: 4.9 (2022)
- SJR: 0.734 (2022
- SNIP: 1.258 (2022
- Scopus
- ORCID
Which design decisions in AI-enabled mobile applications contribute to greener AI?
- Creus Castanyer, Roger
- Martinez-Fernandez, Silverio
- Franch, Xavier
Empirical Software Engineering - 1/2/2024
- CiteScore: 7.9 (2022)
- SJR: 1.287 (2022
- SNIP: 2.382 (2022
- Scopus
- ORCID
Analyzing the Evolution and Maintenance of ML Models on Hugging Face
- Castano, Joel
- Martinez-Fernandez, Silverio
- Franch, Xavier
- Bogner, Justus
ArXiv - 2023
- ORCID
Do DL models and training environments have an impact on energy consumption?
- del Rey, Santiago
- Martinez-Fernandez, Silverio
- Cruz, Luis
- Franch, Xavier
ArXiv - 2023
- ORCID
Applying Project-Based Learning to Teach Software Analytics and Best Practices in Data Science
- Martinez-Fernandez, Silverio
- Gomez, Cristina
- Lenarduzzi, Valentina
INTERNATIONAL JOURNAL OF ENGINEERING EDUCATION - 1/1/2023
- CiteScore: 2.9 (2022)
- SJR: 0.261 (2022
- SNIP: 0.63 (2022
Bayesian Network analysis of software logs for data‐driven software maintenance
- Santiago del Rey
- Silverio Martínez‐Fernández
- Antonio Salmerón
IET Software - 14/02/2023
- CiteScore: 3.8 (2022)
- SJR: 0.404 (2022
- SNIP: 0.848 (2022
- Scopus
- ORCID
- OAI-PMH
- Web of Science
Architectural Decisions in AI-Based Systems: An Ontological View
- Xavier Franch
- Silverio Martínez-Fernández
- Claudia P. Ayala
- Cristina Gómez
Communications in Computer and Information Science - 1/1/2022
- CiteScore: 0.9 (2021)
- SJR: 0.209 (2021
- SNIP: 0.286 (2021
- Scopus
- ORCID
- Web of Science
Guiding the retraining of convolutional neural networks against adversarial inputs
- Duran Lopez, Francisco
- Martinez-Fernandez, Silverio
- Felderer, Michael
- Franch, Xavier
ArXiv - 8/08/2022
- Scopus
- ORCID
- Web of Science
Software Engineering for AI-Based Systems: A Survey
- Silverio Martínez-Fernández
- Justus Bogner
- Xavier Franch
- Marc Oriol
- Julien Siebert
- Adam Trendowicz
- Anna Maria Vollmer
- Stefan Wagner
ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY - 30/04/2022
- JCR Impact Factor: 4.4 (2022)
- CiteScore: 6.7 (2021)
- SJR: 1.7 (2021
- SNIP: 2.472 (2021
- JCR 5-year Impact Factor: 5.1
- JCR Categories: COMPUTER SCIENCE, SOFTWARE ENGINEERING
- Scopus
- ORCID
- Web of Science
A Requirements Engineering Perspective to AI-Based Systems Development: A Vision Paper
- Xavier Franch
- Andreas Jedlitschka
- Silverio Martínez-Fernández
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2023
- CiteScore: 2.2 (2022)
- SJR: 0.32 (2022
- SNIP: 0.542 (2022
- Scopus
- ORCID
Domain-Independent Reference Architectures and Standards
- Martínez-Fernández S.
- Franch X.
- Ayala C.
Reference Architectures for Critical Domains: Industrial Uses and Impacts - 1/1/2023
Developing and Operating Artificial Intelligence Models in Trustworthy Autonomous Systems
- Silverio Martínez-Fernández
- Xavier Franch
- Andreas Jedlitschka
- Marc Oriol
- Adam Trendowicz
Lecture Notes in Business Information Processing - 1/1/2021
- CiteScore: 1.5 (2020)
- SJR: 0.214 (2020
- SNIP: 0.493 (2020
- Scopus
- ORCID
- Web of Science
Data-Driven Elicitation of Quality Requirements in Agile Companies
- Marc Oriol
- Pertti Seppänen
- Woubshet Behutiye
- Carles Farré
- Rafal Kozik
- Silverio Martínez-Fernández
- Pilar Rodríguez
- Xavier Franch
- Sanja Aaramaa
- Antonin Abhervé
- Michal Choras
- Jari Partanen
Communications in Computer and Information Science - 1/1/2019
- SJR Quartile: Q3
- CiteScore: 0.8 (2020)
- SJR: 0.188 (2019
- SNIP: 0.404 (2019
- SJR Categories: Computer Science (miscellaneous) (Q3); Mathematics (miscellaneous) (Q4)
- Scopus
- ORCID
Data-driven elicitation, assessment and documentation of quality requirements in agile software development
- Franch, X.
- Gómez, C.
- Jedlitschka, A.
- López, L.
- Martínez-Fernández, S.
- Oriol, M.
- Partanen, J.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2018
- CiteScore: 1.8 (2020)
- SJR: 0.283 (2018
- SNIP: 0.707 (2018
- Scopus
- ORCID
- Web of Science
Measuring the quality of transformation alternatives in software architectures evolution
- Criado J.
- Martínez-Fernández S.
- Ameller D.
- Iribarne L.
Actas de las 21st Jornadas de Ingenier�a del Software y Bases de Datos, JISBD 2016 - 1/1/2016
http://hdl.handle.net/11705/jisbd/2016/005 View source
Exploring quality-aware architectural transformations at run-time: The ENIA case
- Criado J.
- Martínez-Fernández S.
- Ameller D.
- Iribarne L.
- Padilla N.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2016
- JCR Impact Factor: 43.913 (2022)
- Category normalized Impact: 0.279 (2016)
- CiteScore: 1.8 (2020)
- SJR: 0.339 (2016
- SNIP: 0.676 (2016
- Scopus
- ORCID
- OAI-PMH
- Web of Science
A survey on the benefits and drawbacks of AUTOSAR
- Martínez-Fernández, S.
- Ayala, C.P.
- Franch, X.
- Nakagawa, E.Y.
WASA 2015 - Proceedings of the 2015 ACM Workshop on Automotive Software Architecture, Part of CompArch 2015 - 4/5/2015
- SJR Categories: Computer Networks and Communications; Information Systems; Software
- Scopus
- ORCID
- Web of Science
Aggregating Empirical Evidence about the Benefits and Drawbacks of Software Reference Architectures
- Silverio Martinez-Fernandez
- Paulo Sergio Medeiros Dos Santos
- Claudia P. Ayala
- Xavier Franch
- Guilherme H. Travassos
2015 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM) - 5/10/2015
- Scopus
- ORCID
- Web of Science
Practical experiences in designing and conducting empirical studies in industry-academia collaboration
- Martínez-Fernández, S.
- Marques, H.M.
Proceedings of the International Workshop on Conducting Empirical Studies in Industry - CESI - 1/1/2014
- SJR Categories: Computer Science Applications; Management of Technology and Innovation
- Scopus
- ORCID
Artifacts of software reference architectures
- Martínez-Fernández, S.
- Ayala, C.
- Franch, X.
- Marques, H.M.
Proceedings of the International Conference on Evaluation and Assessment in Software Engineering - EASE - 1/1/2014
- SJR Categories: Artificial Intelligence; Computer Networks and Communications; Computer Vision and Pattern Recognition; Human-Computer Interaction; Software
- Scopus
- ORCID
A framework for software reference architecture analysis and review
- Martínez-Fernández, S.
- Ayala, C.
- Franch, X.
- Marques, H.M.
- Ameller, D.
CIbSE 2013: 16th Ibero-American Conference on Software Engineering - Memorias del 10th Workshop Latinoamericano Ingenieria de Software Experimental, ESELAW 2013 - 13/12/2013
- SJR Categories: Artificial Intelligence; Software
- Scopus
- ORCID
This author has no patents.
This author has no reports or other types of publications.
h index
Scopus: 10
Web of Science: 10
i10 index
Scopus: 10
Web of Science: 10
Author profiles
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Research projects at UAL
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Acronym P20_00809Since: October 5, 2021Until: December 31, 2022Funded by: JUNTAFunding / grant amount: 90,700.00 EURRole: Colaborador
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Acronym TIN2017-83964-RSince: January 1, 2018Until: December 31, 2021Funded by: MECFunding / grant amount: 67,760.00 EURRole: Equipo de trabajo