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Martínez Fernández, Silverio Juan Autor

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 (Scopus)
  • CiteScore: 4,9 (2022)
  • SJR: 0,734 (2022)
  • SNIP: 1,258 (2022)

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:
  • CiteScore: 7,9 (2022)
  • SJR: 1,287 (2022)
  • SNIP: 2,382 (2022)

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)
  • CiteScore: 2,9 (2022)
  • SJR: 0,261 (2022)
  • SNIP: 0,63 (2022)
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:
  • CiteScore: 3,8 (2022)
  • SJR: 0,404 (2022)
  • SNIP: 0,848 (2022)

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

10.1007/978-3-031-14179-9_2

Número de citas: 1 (Web of Science)
  • CiteScore: 0,9 (2021)
  • SJR: 0,209 (2021)
  • SNIP: 0,286 (2021)

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)
  • 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

Integration of Convolutional Neural Networks in Mobile Applications

  • Castanyer R.C.
  • Martinez-Fernandez S.
  • Franch X.

ArXiv - 1/5/2021

10.1109/wain52551.2021.00010

Número de citas:
Open Access

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

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

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

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:

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

10.1007/978-3-030-75018-3_14

Número de citas: 7 (Web of Science)
  • CiteScore: 1,5 (2020)
  • SJR: 0,214 (2020)
  • SNIP: 0,493 (2020)

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
... Ver más Contraer

Communications in Computer and Information Science - 1/1/2019

10.1007/978-3-030-29238-6_4

Número de citas: 6 (Scopus)
  • Cuartil SJR: Q3
  • CiteScore: 0,8 (2020)
  • SJR: 0,188 (2019)
  • SNIP: 0,404 (2019)
  • Categorías SJR: Computer Science (miscellaneous) (Q3); Mathematics (miscellaneous) (Q4)
Open Access

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.
... Ver más Contraer

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2018

10.1007/978-3-319-91563-0_36

Número de citas: 8 (Web of Science) 9 (Scopus)
  • CiteScore: 1,8 (2020)
  • SJR: 0,283 (2018)
  • SNIP: 0,707 (2018)

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

Measuring the quality of transformation alternatives in software architectures evolution

  • Criado J.
  • Martínez-Fernández S.
  • Ameller D.
  • Iribarne L.

Actas de las 21st Jornadas de Ingenier�a del Software y Bases de Datos, JISBD 2016 - 1/1/2016

http://hdl.handle.net/11705/jisbd/2016/005 Ver en origen

Número de citas:
Open Access

Exploring quality-aware architectural transformations at run-time: The ENIA case

  • Criado J.
  • Martínez-Fernández S.
  • Ameller D.
  • Iribarne L.
  • Padilla N.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2016

10.1007/978-3-319-45547-1_23

Número de citas: 3 (Web of Science) 3 (Scopus)
  • Factor Impacto JCR: 43,913 (2022)
  • Impacto Normalizado por Categoría: 0,279 (2016)
  • CiteScore: 1,8 (2020)
  • SJR: 0,339 (2016)
  • SNIP: 0,676 (2016)

A survey on the benefits and drawbacks of AUTOSAR

  • Martínez-Fernández, S.
  • Ayala, C.P.
  • Franch, X.
  • Nakagawa, E.Y.

WASA 2015 - Proceedings of the 2015 ACM Workshop on Automotive Software Architecture, Part of CompArch 2015 - 4/5/2015

10.1145/2752489.2752493

Número de citas: 16 (Web of Science) 19 (Scopus)
  • Categorías SJR: Computer Networks and Communications; Information Systems; Software

Aggregating Empirical Evidence about the Benefits and Drawbacks of Software Reference Architectures

  • Silverio Martinez-Fernandez
  • Paulo Sergio Medeiros Dos Santos
  • Claudia P. Ayala
  • Xavier Franch
  • Guilherme H. Travassos

2015 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM) - 5/10/2015

10.1109/esem.2015.7321184

Número de citas: 4 (Web of Science) 13 (Scopus)

Practical experiences in designing and conducting empirical studies in industry-academia collaboration

  • Martínez-Fernández, S.
  • Marques, H.M.

Proceedings of the International Workshop on Conducting Empirical Studies in Industry - CESI - 1/1/2014

10.1145/2593690.2593696

Número de citas: 8 (Scopus)
  • Categorías SJR: Computer Science Applications; Management of Technology and Innovation

Artifacts of software reference architectures

  • Martínez-Fernández, S.
  • Ayala, C.
  • Franch, X.
  • Marques, H.M.

Proceedings of the International Conference on Evaluation and Assessment in Software Engineering - EASE - 1/1/2014

10.1145/2601248.2601282

Número de citas: 4 (Scopus)
  • Categorías SJR: Artificial Intelligence; Computer Networks and Communications; Computer Vision and Pattern Recognition; Human-Computer Interaction; Software

A framework for software reference architecture analysis and review

  • Martínez-Fernández, S.
  • Ayala, C.
  • Franch, X.
  • Marques, H.M.
  • Ameller, D.

CIbSE 2013: 16th Ibero-American Conference on Software Engineering - Memorias del 10th Workshop Latinoamericano Ingenieria de Software Experimental, ESELAW 2013 - 13/12/2013

Número de citas: 9 (Scopus)
  • Categorías SJR: Artificial Intelligence; Software

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Este autor no tiene informes ni otros tipos de publicaciones.

Scopus: 10

Web of Science: 10

Scopus: 10

Web of Science: 10

Última actualización de los datos: 20/04/24 6:04
Próxima recolección programada: 27/04/24 3:00