Martínez Fernández, Silverio Juan Autor
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 - 03/2025
- 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
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
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
- Scopus
- 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
- Factor Impacto JCR: 0,7 (2023)
- CiteScore: 2,9 (2022)
- SJR: 0,261 (2022)
- SNIP: 0,63 (2022)
- Impacto JCR a 5 años: 0,8
- Categorías JCR: EDUCATION, SCIENTIFIC DISCIPLINES
Bayesian Network analysis of software logs for data‐driven software maintenance
- Santiago del Rey
- Silverio Martínez‐Fernández
- Antonio Salmerón
IET Software - 14/02/2023
- Factor Impacto JCR: 1,5 (2023)
- Impacto Normalizado por Categoría: 0,95 (2023)
- CiteScore: 3,8 (2022)
- SJR: 0,404 (2022)
- SNIP: 0,848 (2022)
- Impacto JCR a 5 años: 1,5
- Categorías JCR: COMPUTER SCIENCE, SOFTWARE ENGINEERING
- 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
- 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
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
- Cuartil SJR: Q3
- CiteScore: 0,8 (2020)
- SJR: 0,188 (2019)
- SNIP: 0,404 (2019)
- Categorías SJR: 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
GAISSALabel: A Tool for Energy Labeling of ML Models
- Pau Duran
- Joel Castaño
- Cristina Gómez
- Silverio Martínez-Fernández
FSE Companion - Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering - 10/7/2024
- Scopus
- ORCID
Lessons Learned from Mining the Hugging Face Repository
- Joel Castaño
- Silverio Martínez-Fernández
- Xavier Franch
Proceedings - 2024 IEEE/ACM International Workshop on Methodological Issues with Empirical Studies in Software Engineering, WSESE 2024 - 16/4/2024
- Scopus
- ORCID
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
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
Proceedings - 2024 IEEE/ACM 21st International Conference on Mining Software Repositories, MSR 2024 - 1/1/2024
- Scopus
- ORCID
Metrics for Code Smells of ML Pipelines
- Dolors Costal
- Cristina Gómez
- Silverio Martínez-Fernández
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2024
- CiteScore: 2,6 (2023)
- SJR: 0,606 (2023)
- SNIP: 0,59 (2023)
- Scopus
- ORCID
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
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
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)
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
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Este autor no tiene informes ni otros tipos de publicaciones.
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