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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 - 3/2025

10.1016/j.csi.2024.103906

Número de citas:

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

10.1109/ms.2023.3310768

Número de citas: 1 (Web of Science) 3 (Scopus)
  • CiteScore: 5,5 (2023)
  • SJR: 0,955 (2023)
  • SNIP: 1,369 (2023)

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

10.1007/s10664-023-10407-7

Número de citas: 1 (Scopus)
  • CiteScore: 8,5 (2023)
  • SJR: 1,505 (2023)
  • SNIP: 1,968 (2023)

Message from the Chairs

  • Franch X.
  • Daneva M.
  • Martínez-Fernández S.

International Symposium on Empirical Software Engineering and Measurement - 24/10/2024

Número de citas:
  • SNIP: 1,092 (2023)
Open Access

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
... Ver más Contraer

IEEE ACCESS - 1/1/2024

10.1109/access.2024.3414614

Número de citas:
  • CiteScore: 9,8 (2023)
  • SJR: 0,96 (2023)
  • SNIP: 1,44 (2023)
Open Access

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

10.7717/peerj-cs.1454

Número de citas:
Open Access

Bayesian Network analysis of software logs for data-driven software maintenance

  • Santiago del Rey
  • Silverio Martínez‐Fernández
  • Antonio Salmerón

IET SOFTWARE - 14/6/2023

10.1049/sfw2.12121

Número de citas: 3 (Web of Science)
  • Cuartil JCR: Q3 (2023)
  • Factor Impacto JCR: 1,5 (2023)
  • Impacto Normalizado por Categoría: 0,83 (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

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

Número de citas: 1 (Web of Science) 1 (Scopus)
  • 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

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
... Ver más Contraer

ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY - 30/4/2022

10.1145/3487043

Número de citas: 76 (Web of Science) 5 (Scopus)
  • 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

Environmental Sustainability of Machine Learning Systems: Reducing the Carbon Impact of Their Lifecycle Process

  • Silverio Martínez-Fernández

2025

10.1007/978-3-031-78386-9_1

  • 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

10.1007/978-3-031-16957-1_8

Número de citas:

Gathering empirical evidence and building a business case for software reference architectures in industry

23/06/2016

10.5821/dissertation-2117-96382

  • 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

10.1145/3663529.3663811

Número de citas: 1 (Scopus)

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

10.1145/3643664.3648204

Número de citas: 1 (Scopus)
Open Access

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

10.1145/3644815.3644962

Número de citas: 1 (Scopus)
Open Access

Energy Consumption of Automated Program Repair

  • Matias Martinez
  • Silverio Martínez-Fernández
  • Xavier Franch

Proceedings - International Conference on Software Engineering - 14/4/2024

10.1145/3639478.3643114

Número de citas:
  • CiteScore: 7,6 (2023)
  • SJR: 1,409 (2023)
  • SNIP: 1,62 (2023)
Open Access

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

10.1007/978-3-031-49269-3_1

Número de citas: 1 (Web of Science) 1 (Scopus)
  • CiteScore: 2,6 (2023)
  • SJR: 0,606 (2023)
  • SNIP: 0,59 (2023)

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

10.1145/3643991.3644898

Número de citas: 3 (Scopus)
  • SNIP: 3,332 (2022)

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

Número de citas:

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

Número de citas: 3 (Scopus)

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

Número de citas: 3 (Web of Science) 1 (Scopus)
  • CiteScore: 7 (2022)
  • SJR: 1,235 (2022)
  • SNIP: 1,945 (2022)
Open Access

A Requirements Engineering Perspective to AI-Based Systems Development: A Vision Paper

  • Xavier Franch
  • Andreas Jedlitschka
  • Silverio Martínez-Fernández

REQUIREMENTS ENGINEERING: FOUNDATION FOR SOFTWARE QUALITY, REFSQ 2023 - 1/1/2023

10.1007/978-3-031-29786-1_15

Número de citas: 3 (Web of Science) 1 (Scopus)
  • CiteScore: 2,2 (2022)
  • SJR: 0,32 (2022)
  • SNIP: 0,542 (2022)

Este autor no tiene patentes.

Este autor no tiene informes ni otros tipos de publicaciones.

Scopus: 10

Web of Science: 12

Scopus: 10

Web of Science: 16

Última actualización de los datos: 21/12/24 5:51
Próxima recolección programada: 28/12/24 3:00