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

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

Training future ML engineers: a project-based course on MLOps

  • Lanubile F.
  • Martinez-Fernandez S.
  • Quaranta L.

IEEE Software - 1/1/2023

10.1109/ms.2023.3310768

Número de citas: 1 (Scopus)
Open Access

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

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

IET Software - 14/02/2023

10.1049/sfw2.12121

Número de citas:

Guiding the retraining of convolutional neural networks against adversarial inputs

  • Duran Lopez, Francisco
  • Martinez-Fernandez, Silverio
  • Felderer, Michael
  • Franch, Xavier

ArXiv - 8/08/2022

10.7717/peerj-cs.1454

Número de citas:

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 - 30/04/2022

10.1145/3487043

Número de citas: 35 (Web of Science) 5 (Scopus)

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

10.7717/peerj-cs.392

Número de citas:
Open Access

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.
... Ver más Contraer

SCIENCE OF COMPUTER PROGRAMMING - 1/2/2021

10.1016/j.scico.2020.102568

Número de citas: 2 (Scopus)

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
... Ver más Contraer

JOURNAL OF SYSTEMS AND SOFTWARE - 1/12/2021

10.1016/j.jss.2021.111187

Número de citas: 8 (Web of Science) 2 (Scopus)
Open Access

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

10.1007/978-3-319-70625-2_11

Número de citas: 5 (Scopus)

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

23/06/2016

10.5821/dissertation-2117-96382

  • ORCID
Open Access

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

10.1007/978-3-642-39031-9_26

Número de citas: 14 (Scopus)
Open Access

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

10.1007/978-3-642-38977-1_7

Número de citas: 11 (Scopus)
Open Access

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

10.1007/978-3-642-30867-3_47

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

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

Número de citas:

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: 1 (Scopus)

A review on green deployment for Edge AI - Abstract

  • del Rey S.
  • Martínez-Fernández S.
  • Franch X.

CEUR Workshop Proceedings - 1/1/2023

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)

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

Número de citas:

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

10.1109/qrs54544.2021.00103

  • 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

10.1109/wain52551.2021.00010

Número de citas:

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

10.1145/3387906.3388626

Número de citas: 1 (Scopus)

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

10.1145/3387940.3391537

Número de citas: 1 (Scopus)

Actionable Software Metrics: An Industrial Perspective

  • Ram P.
  • Rodríguez P.
  • Oivo M.
  • Martínez-Fernández S.
  • Bagnato A.
  • Choras M.
  • Kozik R.
  • Aaramaa S.
  • Ahola M.
... Ver más Contraer

ACM International Conference Proceeding Series - 15/4/2020

10.1145/3383219.3383244

Número de citas:

Este autor no tiene patentes.

Open Access

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

Número de citas:

Scopus: 10

Web of Science: 10

Scopus: 10

Web of Science: 10

Última actualización de los datos: 23/03/24 6:06
Próxima recolección programada: 30/03/24 3:00