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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
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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
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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.
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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

Practical experiences and value of applying software analytics to manage quality

  • Vollmer A.
  • Martínez-Fernández S.
  • Bagnato A.
  • Partanen J.
  • López L.
  • Rodríguez P.

International Symposium on Empirical Software Engineering and Measurement - 1/9/2019

10.1109/esem.2019.8870162

Número de citas: 2 (Scopus)
  • Categorías SJR: Computer Science Applications; Software

Safe Traffic Sign Recognition through Data Augmentation for Autonomous Vehicles Software

  • Jockel L.
  • Klas M.
  • Martinez-Fernandez S.

Proceedings - Companion of the 19th IEEE International Conference on Software Quality, Reliability and Security, QRS-C 2019 - 1/7/2019

10.1109/qrs-c.2019.00114

Número de citas: 9 (Web of Science) 7 (Scopus)

Success factors for effective process metrics operationalization in agile software development: A multiple case study

  • Ram P.
  • Rodriguez P.
  • Oivo M.
  • Martinez-Fernandez S.

Proceedings - 2019 IEEE/ACM International Conference on Software and System Processes, ICSSP 2019 - 1/5/2019

10.1109/icssp.2019.00013

Número de citas: 9 (Web of Science) 10 (Scopus)
Open Access

Quality-Aware Rapid Software Development Project: The Q-Rapids Project

  • Franch X.
  • Lopez L.
  • Martínez-Fernández S.
  • Oriol M.
  • Rodríguez P.
  • Trendowicz A.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2019

10.1007/978-3-030-29852-4_32

Número de citas: 5 (Scopus)
  • CiteScore: 1,8 (2020)
  • SJR: 0,427 (2019)
  • SNIP: 0,715 (2019)

Message from the CESI 2018 chairs

  • Martínez-Fernández, S.
  • Galster, M.
  • Silva, F.Q.B.D.
  • Ciolkowski, M.

Proceedings - International Conference on Software Engineering - 28/5/2018

Número de citas:
  • CiteScore: 4,6 (2020)
  • SJR: 0,436 (2018)
  • SNIP: 3,396 (2018)
  • Categorías SJR: Software

How Practitioners Manage Quality Requirements in Rapid Software Development: A Survey

  • Lidia Lopez
  • Jari Partanen
  • Pilar Rodriguez
  • Silverio Martinez-Fernandez

IEEE International Workshop on Quality Requirements in Agile Projects (QuaRAP) - 19/08/2018

10.1109/quarap.2018.00009

Número de citas: 1 (Scopus)

Definition of the On-time Delivery Indicator in Rapid Software Development

  • Marti Manzano
  • Cristina Gomez
  • Claudia Ayala
  • Silverio Martinez-Fernandez
  • Prabhat Ram
  • Pilar Rodriguez
  • Marc Oriol
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IEEE International Workshop on Quality Requirements in Agile Projects (QuaRAP) - 19/08/2018

10.1109/quarap.2018.00006

Número de citas: 2 (Scopus)

A Quality Model for Actionable Analytics in Rapid Software Development

  • Silverio Martinez-Fernandez
  • Andreas Jedlitschka
  • Liliana Guzman
  • Anna Maria Vollmer

PROCEEDINGS OF THE 30TH EUROMICRO CONFERENCE - 18/08/2018

10.1109/seaa.2018.00067

Número de citas: 10 (Web of Science) 18 (Scopus)

Reference Architectures and Scrum: Friends or Foes?

  • Galster, M.
  • Angelov, S.
  • Martínez-Fernández, S.
  • Tofan, D.

ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) - 21/8/2017

10.1145/3106237.3117773

Número de citas: 4 (Web of Science) 6 (Scopus)
  • Categorías SJR: Computer Science (miscellaneous)

Data-driven Requirements Engineering in Agile Projects: The Q-Rapids Approach

  • Xavier Franch
  • Claudia Ayala
  • Lidia Lopez
  • Silverio Martinez-Fernandez
  • Pilar Rodriguez
  • Cristina Gomez
  • Andreas Jedlitschka
  • Markku Oivo
  • Jari Partanen
  • Timo Raty
  • Veikko Rytivaara
... Ver más Contraer

IEEE International Requirements Engineering Conference Workshops (REW) - 29/09/2017

10.1109/rew.2017.85

Número de citas: 17 (Web of Science) 22 (Scopus)

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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