Martínez Fernández, Silverio Juan Autor
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)
Training future ML engineers: a project-based course on MLOps
- Lanubile F.
- Martinez-Fernandez S.
- Quaranta L.
IEEE Software - 1/1/2023
- CiteScore: 4,9 (2022)
- SJR: 0,734 (2022)
- SNIP: 1,258 (2022)
- Scopus
- ORCID
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
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
- Factor Impacto JCR: 4,4 (2022)
- CiteScore: 6,7 (2021)
- SJR: 1,7 (2021)
- SNIP: 2,472 (2021)
- Impacto JCR a 5 años: 5,1
- Categorías JCR: COMPUTER SCIENCE, SOFTWARE ENGINEERING
- Scopus
- ORCID
- Web of Science
Towards suitable description of reference architectures
- Valle P.H.D.
- Garcés L.
- Volpato T.
- Martínez-Fernández S.
- Nakagawa E.Y.
PeerJ Computer Science - 1/3/2021
- Factor Impacto JCR: 2,411 (2021)
- Impacto JCR a 5 años: 4,76
- Categorías JCR: COMPUTER SCIENCE, THEORY & METHODS
- Scopus
- ORCID
QaSD: A Quality-aware Strategic Dashboard for supporting decision makers in Agile Software Development
- López L.
- Manzano M.
- Gómez C.
- Oriol M.
- Farré C.
- Franch X.
- Martínez-Fernández S.
- Vollmer A.M.
SCIENCE OF COMPUTER PROGRAMMING - 1/2/2021
- Factor Impacto JCR: 1,039 (2021)
- CiteScore: 3,2 (2020)
- SJR: 0,313 (2020)
- SNIP: 1,071 (2020)
- Impacto JCR a 5 años: 0,995
- Categorías JCR: COMPUTER SCIENCE, SOFTWARE ENGINEERING
- Scopus
- ORCID
Quality measurement in agile and rapid software development: A systematic mapping
- Lidia López
- Xavier Burgués
- Silverio Martínez-Fernández
- Anna Maria Vollmer
- Woubshet Behutiye
- Pertti Karhapää
- Xavier Franch
- Pilar Rodríguez
- Markku Oivo
JOURNAL OF SYSTEMS AND SOFTWARE - 1/12/2021
- Factor Impacto JCR: 3,514 (2021)
- CiteScore: 8,9 (2021)
- SJR: 1,418 (2021)
- SNIP: 2,157 (2021)
- Impacto JCR a 5 años: 3,572
- Categorías JCR: COMPUTER SCIENCE, THEORY & METHODS
- Scopus
- ORCID
- Web of Science
Towards an ontology for strategic decision making: The Case of quality in rapid software development projects
- Gómez, C.
- Ayala, C.
- Franch, X.
- López, L.
- Behutiye, W.
- Martínez-Fernández, S.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2017
- CiteScore: 1,8 (2020)
- SJR: 0,295 (2017)
- SNIP: 0,673 (2017)
- Scopus
- ORCID
- Web of Science
Gathering empirical evidence and building a business case for software reference architectures in industry
23/06/2016
10.5821/dissertation-2117-96382
- ORCID
Benefits and drawbacks of reference architectures
- Martínez-Fernández, S.
- Ayala, C.P.
- Franch, X.
- Martins Marques, H.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 12/7/2013
- CiteScore: 1,8 (2020)
- SJR: 0,36 (2013)
- SNIP: 0,775 (2013)
- Scopus
- ORCID
REARM: A reuse-based economic model for software reference architectures
- Martínez-Fernández, S.
- Ayala, C.P.
- Franch, X.
- Marques, H.M.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 7/10/2013
- CiteScore: 1,8 (2020)
- SJR: 0,36 (2013)
- SNIP: 0,775 (2013)
- Scopus
- ORCID
QuPreSS: A service-oriented framework for predictive services quality assessment
- Martínez-Fernández, S.
- Bisbal, J.
- Franch, X.
Advances in Intelligent Systems and Computing - 1/1/2013
- CiteScore: 0,9 (2019)
- SNIP: 0,221 (2013)
- Categorías SJR: Computer Science (miscellaneous); Control and Systems Engineering
- Scopus
- ORCID
- Web of Science
Exploring the Carbon Footprint of Hugging Face's ML Models: A Repository Mining Study
- Castano J.
- Martinez-Fernandez S.
- Franch X.
- Bogner J.
International Symposium on Empirical Software Engineering and Measurement - 1/1/2023
10.1109/esem56168.2023.10304801
- Scopus
- ORCID
Teaching MLOps in Higher Education through Project-Based Learning
- Lanubile, Filippo
- Martinez-Fernandez, Silverio
- Quaranta, Luigi
- IEEE
2023 IEEE/ACM 45TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING-SOFTWARE ENGINEERING EDUCATION AND TRAINING, ICSE-SEET - 1/1/2023
10.1109/icse-seet58685.2023.00015
- CiteScore: 7 (2022)
- SJR: 1,235 (2022)
- SNIP: 1,945 (2022)
- Scopus
- ORCID
- Web of Science
A review on green deployment for Edge AI - Abstract
- del Rey S.
- Martínez-Fernández S.
- Franch X.
CEUR Workshop Proceedings - 1/1/2023
- CiteScore: 1,1 (2022)
- SJR: 0,202 (2022)
- SNIP: 0,223 (2022)
Energy Efficiency of Training Neural Network Architectures: An Empirical Study
- Xu Y.
- Martínez-Fernández S.
- Martinez M.
- Franch X.
Proceedings of the Annual Hawaii International Conference on System Sciences - 1/1/2023
- Scopus
- ORCID
DOGO4ML: Development, Operation and Data Governance for ML-based Software Systems
- Ayala C.
- Bilalli B.
- Gómez C.
- Martínez-Fernández S.
CEUR Workshop Proceedings - 1/1/2022
- CiteScore: 1,1 (2021)
- SJR: 0,228 (2021)
- SNIP: 0,317 (2021)
A preliminary investigation of developer profiles based on their activities and code quality: Who does what?
- Aguilera Gonzalez, Cristina
- Albors Zumel, Laia
- Antonanzas Acero, Jesus
- Lenarduzzi, Valentina
- Martinez-Fernandez, Silverio
- Rabanaque Rodriguez, Sonia
IEEE International Conference on Software Quality, Reliability and Security (QRS) - 2021
- ORCID
Integration of convolutional neural networks in mobile applications
- Castanyer R.C.
- Martinez-Fernandez S.
- Franch X.
Proceedings - 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI, WAIN 2021 - 1/5/2021
- Scopus
- ORCID
Skuld: A self-learning tool for impact-driven technical debt management
- Pujols J.B.
- Bas P.
- Martínez-Fernandez S.
- Martini A.
- Trendowicz A.
Proceedings - 2020 IEEE/ACM International Conference on Technical Debt, TechDebt 2020 - 28/6/2020
- Scopus
- ORCID
Challenges and Benefits from Using Software Analytics in Softeam
- Bagnato A.
- Abhervé A.
- Martínez-Fernández S.
- Franch X.
Proceedings - 2020 IEEE/ACM 42nd International Conference on Software Engineering Workshops, ICSEW 2020 - 27/6/2020
Este autor no tiene patentes.
Measuring the quality of transformation alternatives in software architectures evolution
- Criado J.
- Martínez-Fernández S.
- Ameller D.
- Iribarne L.
XXI Jornadas de Ingeniería del Software y Bases de Datos (JISBD / CEDI 2016), Salamanca (España), 13-16/09/16. Páginas 4 - 1/1/2016
http://hdl.handle.net/11705/jisbd/2016/005 Ver en origen
Índice h
Scopus: 10
Web of Science: 10
Índice i10
Scopus: 10
Web of Science: 10
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Proyectos de investigación en la UAL
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Acrónimo P20_00809Desde: 5 de octubre de 2021Hasta: 31 de diciembre de 2022Financiado por: JUNTAImporte de financiación: 90.700,00 EURRol: Colaborador
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Acrónimo TIN2017-83964-RDesde: 1 de enero de 2018Hasta: 31 de diciembre de 2021Financiado por: MECImporte de financiación: 67.760,00 EURRol: Equipo de trabajo