Martínez Fernández, Silverio Juan Author
Energy-efficient neural network training through runtime layer freezing, model quantization, and early stopping
- Álvaro Domingo Reguero
- Silverio Martínez-Fernández
- Roberto Verdecchia
COMPUTER STANDARDS & INTERFACES - 1/3/2025
- CiteScore: 11.9 (2023)
- SJR: 1.698 (2023
- SNIP: 1.828 (2023
- Scopus
- ORCID
- Web of Science
Innovating for Tomorrow: The Convergence of Software Engineering and Green AI
- Luís Cruz
- Xavier Franch Gutierrez
- Silverio Martínez-Fernández
ACM Transactions on Software Engineering and Methodology - 17/01/2025
- ORCID
Do DL models and training environments have an impact on energy consumption?
- del Rey, Santiago
- Martinez-Fernandez, Silverio
- Cruz, Luis
- Franch, Xavier
ArXiv - 2024
- ORCID
Training Future Machine Learning Engineers: A Project-Based Course on MLOps
- Lanubile F.
- Martinez-Fernandez S.
- Quaranta L.
IEEE SOFTWARE - 1/3/2024
- CiteScore: 5.5 (2023)
- SJR: 0.955 (2023
- SNIP: 1.369 (2023
- Scopus
- ORCID
- Web of Science
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: 8.5 (2023)
- SJR: 1.505 (2023
- SNIP: 1.968 (2023
- Scopus
- ORCID
- Web of Science
Message from the Chairs
- Franch X.
- Daneva M.
- Martínez-Fernández S.
International Symposium on Empirical Software Engineering and Measurement - 24/10/2024
- SNIP: 1.092 (2023
Evidence-Based Quality-Aware Agile Software Development Process: Design and Evaluation
- Pertti Karhapää
- Woubshet Behutiye
- Pertti Seppänen
- Pilar Rodríguez
- Markku Oivo
- Xavier Franch
- Silverio Mrtínez-Fernández
- Lidia López
- Michał Choraś
- Alessandra Bagnato
- Sanja Aaramaa
- Jari Partanen
IEEE ACCESS - 1/1/2024
- CiteScore: 9.8 (2023)
- SJR: 0.96 (2023
- SNIP: 1.44 (2023
- 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
PEERJ COMPUTER SCIENCE - 8/8/2023
- Scopus
- ORCID
- Web of Science
Bayesian Network analysis of software logs for data-driven software maintenance
- Santiago del Rey
- Silverio Martínez‐Fernández
- Antonio Salmerón
IET SOFTWARE - 14/6/2023
- JCR Quartile: Q3 (2023)
- JCR Impact Factor: 1.5 (2023)
- Category normalized Impact: 0.83 (2023)
- CiteScore: 3.8 (2022)
- SJR: 0.404 (2022
- SNIP: 0.848 (2022
- JCR 5-year Impact Factor: 1.5
- JCR Categories: COMPUTER SCIENCE, SOFTWARE ENGINEERING
- Scopus
- ORCID
- OAI-PMH
- Web of Science
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
- JCR Impact Factor: 0.7 (2023)
- CiteScore: 2.9 (2022)
- SJR: 0.261 (2022
- SNIP: 0.63 (2022
- JCR 5-year Impact Factor: 0.8
- JCR Categories: EDUCATION, SCIENTIFIC DISCIPLINES
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
Environmental Sustainability of Machine Learning Systems: Reducing the Carbon Impact of Their Lifecycle Process
- Silverio Martínez-Fernández
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2025
- CiteScore: 2.6 (2023)
- SJR: 0.606 (2023
- SNIP: 0.59 (2023
- Scopus
- ORCID
GAISSALabel: A Tool for Energy Labeling of ML Models
- Pau Duran
- Joel Castaño
- Cristina Gómez
- Silverio Martínez-Fernández
COMPANION PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, FSE COMPANION 2024 - 10/7/2024
- Scopus
- ORCID
- Web of Science
Lessons Learned from Mining the Hugging Face Repository
- Joel Castaño
- Silverio Martínez-Fernández
- Xavier Franch
PROCEEDINGS OF THE 2024 IEEE/ACM INTERNATIONAL WORKSHOP ON METHODOLOGICAL ISSUES WITH EMPIRICAL STUDIES IN SOFTWARE ENGINEERING, WSESE 2024 - 16/4/2024
- Scopus
- ORCID
- Web of Science
Identifying architectural design decisions for achieving green ML serving
- Francisco Durán
- Silverio Martinez-Fernandez
- Matias Martinez
- Patricia Lago
PROCEEDINGS 2024 IEEE/ACM 3RD INTERNATIONAL CONFERENCE ON AI ENGINEERING-SOFTWARE ENGINEERING FOR AI, CAIN 2024 - 14/4/2024
- Scopus
- ORCID
- Web of Science
Energy Consumption of Automated Program Repair
- Matias Martinez
- Silverio Martínez-Fernández
- Xavier Franch
Proceedings - International Conference on Software Engineering - 14/4/2024
- CiteScore: 7.6 (2023)
- SJR: 1.409 (2023
- SNIP: 1.62 (2023
- Scopus
- ORCID
Analyzing the Evolution and Maintenance of ML Models on Hugging Face
- Castano, Joel
- Martinez-Fernandez, Silverio
- Franch, Xavier
- Bogner, Justus
2024 IEEE/ACM 21ST INTERNATIONAL CONFERENCE ON MINING SOFTWARE REPOSITORIES, MSR - 1/1/2024
- SNIP: 3.332 (2022
- Scopus
- ORCID
- Web of Science
Using Metrics for Code Smells of ML Pipelines
- Costal D.
- Gómez C.
- Del Rey S.
- Martínez-Fernández S.
Proceedings - IEEE 21st International Conference on Software Architecture Companion, ICSA-C 2024 - 1/1/2024
10.1109/icsa-c63560.2024.00055
Metrics for Code Smells of ML Pipelines
- Dolors Costal
- Cristina Gómez
- Silverio Martínez-Fernández
PRODUCT-FOCUSED SOFTWARE PROCESS IMPROVEMENT, PROFES 2023, PT II - 1/1/2024
- CiteScore: 2.6 (2023)
- SJR: 0.606 (2023
- SNIP: 0.59 (2023
- Scopus
- ORCID
- Web of Science
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
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
This author has no patents.
This author has no reports or other types of publications.
h index
Scopus: 10
Web of Science: 13
i10 index
Scopus: 10
Web of Science: 16
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