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Martínez Fernández, Silverio Juan Author

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 - 30/4/2022

10.1145/3487043

Cite count: 70 (Web of Science) 5 (Scopus)
  • JCR Impact Factor: 4.4 (2022)
  • CiteScore: 6.7 (2021)
  • SJR: 1.7 (2021
  • SNIP: 2.472 (2021
  • JCR 5-year Impact Factor: 5.1
  • JCR Categories: 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

Cite count:

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

Towards Automated Data Integration in Software Analytics

  • Martínez-Fernández, S.
  • Jovanovic, P.
  • Franch, X.
  • Jedlitschka, A.

ArXiv - 27/8/2018

10.1145/3242153.3242159

Cite count: 5 (Scopus)
  • SJR Categories: Computer Graphics and Computer-Aided Design; Computer Networks and Communications

Editorial

  • Drasar, P

CHEMICKE LISTY - 2001

  • SJR Quartile: Q4
  • SJR Categories: Chemistry (miscellaneous) (Q4)

Architectural Solutions for Self-Adaptive Systems

  • Lina Garces
  • Silverio Martinez-Fernandez
  • Valdemar Vicente Graciano Neto
  • Elisa Yumi Nakagawa

COMPUTER - 1/12/2020

10.1109/mc.2020.3017574

Cite count: 5 (Web of Science) 1 (Scopus)
  • JCR Impact Factor: 2.683 (2020)
  • CiteScore: 7.9 (2020)
  • SJR: 0.846 (2020
  • SNIP: 3.01 (2020
  • JCR 5-year Impact Factor: 3.913
  • JCR Categories: COMPUTER SCIENCE, HARDWARE & ARCHITECTURE

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

Cite count:

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

Cite count:
  • CiteScore: 8.5 (2023)
  • SJR: 1.505 (2023
  • SNIP: 1.968 (2023

Quality-aware Architectural Model Transformations in Adaptive Mashups User Interfaces

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

FUNDAMENTA INFORMATICAE - 1/1/2018

10.3233/fi-2018-1726

Cite count: 4 (Web of Science) 4 (Scopus)
  • JCR Quartile: Q2 (2018)
  • SJR Quartile: Q2
  • JCR Impact Factor: 1.204 (2023)
  • Category normalized Impact: 0.345 (2018)
  • CiteScore: 3.1 (2020)
  • SJR: 0.355 (2018
  • SNIP: 0.844 (2018
  • JCR 5-year Impact Factor: 0.83
  • JCR Categories: MATHEMATICS, APPLIED
  • SJR Categories: Information Systems (Q2); Algebra and Number Theory (Q3); Computational Theory and Mathematics (Q3); Theoretical Computer Science (Q3)
Open Access

Continuously Assessing and Improving Software Quality with Software Analytics Tools: A Case Study

  • Martinez-Fernandez S.
  • Vollmer A.
  • Jedlitschka A.
  • Franch X.
  • Lopez L.
  • Ram P.
  • Rodriguez P.
  • Aaramaa S.
  • Bagnato A.
  • Choras M.
  • Partanen J.
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IEEE ACCESS - 2019

10.1109/access.2019.2917403

Cite count: 35 (Web of Science) 22 (Scopus)
  • SJR Quartile: Q1
  • JCR Impact Factor: 3.745 (2019)
  • CiteScore: 3.9 (2019)
  • SJR: 0.775 (2019
  • SNIP: 1.734 (2019
  • JCR 5-year Impact Factor: 4.076
  • JCR Categories: COMPUTER SCIENCE, INFORMATION SYSTEMS
  • SJR Categories: Computer Science (miscellaneous) (Q1); Engineering (miscellaneous) (Q1); Materials Science (miscellaneous) (Q2)

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

Cite count: 6 (Scopus)
  • SJR Quartile: Q3
  • CiteScore: 0.8 (2020)
  • SJR: 0.188 (2019
  • SNIP: 0.404 (2019
  • SJR Categories: Computer Science (miscellaneous) (Q3); Mathematics (miscellaneous) (Q4)

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

Cite count:

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

23/06/2016

10.5821/dissertation-2117-96382

  • ORCID

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

Cite count: 4 (Web of Science) 13 (Scopus)

A Survey on the Benefits and Drawbacks of AUTOSAR

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

2015 FIRST INTERNATIONAL WORKSHOP ON AUTOMOTIVE SOFTWARE ARCHITECTURE (WASA) - 4/5/2015

10.1145/2752489.2752493

Cite count: 18 (Web of Science) 19 (Scopus)
  • SJR Categories: Computer Networks and Communications; Information Systems; Software

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
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2017 IEEE 25TH INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE WORKSHOPS (REW) - 29/09/2017

10.1109/rew.2017.85

Cite count: 17 (Web of Science) 22 (Scopus)

Practical experiences and value of applying software analytics to manage quality

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

2019 13TH ACM/IEEE INTERNATIONAL SYMPOSIUM ON EMPIRICAL SOFTWARE ENGINEERING AND MEASUREMENT (ESEM 2019) - 1/9/2019

10.1109/esem.2019.8870162

Cite count: 2 (Scopus)
  • SJR Categories: Computer Science Applications; Software

Safe Traffic Sign Recognition through Data Augmentation for Autonomous Vehicles Software

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

2019 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

Cite count: 12 (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.

2019 IEEE/ACM INTERNATIONAL CONFERENCE ON SOFTWARE AND SYSTEM PROCESSES (ICSSP 2019) - 1/5/2019

10.1109/icssp.2019.00013

Cite count: 13 (Web of Science) 10 (Scopus)

Skuld: A self-learning tool for impact-driven technical debt management

  • Pujols J.B.
  • Bas P.
  • Martínez-Fernandez S.
  • Martini A.
  • Trendowicz A.

2020 IEEE/ACM INTERNATIONAL CONFERENCE ON TECHNICAL DEBT, TECHDEBT - 28/6/2020

10.1145/3387906.3388626

Cite count: 3 (Web of Science) 1 (Scopus)

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

2021 IEEE 21ST INTERNATIONAL CONFERENCE ON SOFTWARE QUALITY, RELIABILITY AND SECURITY (QRS 2021) - 2021

10.1109/qrs54544.2021.00103

Cite count: 2 (Web of Science)

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

Cite count: 2 (Web of Science) 1 (Scopus)
  • CiteScore: 7 (2022)
  • SJR: 1.235 (2022
  • SNIP: 1.945 (2022

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

Cite count: 1 (Scopus)
  • SNIP: 3.332 (2022

This author has no patents.

This author has no reports or other types of publications.

Scopus: 10

Web of Science: 12

Scopus: 10

Web of Science: 16

Last data update: 11/23/24 4:01 AM
Next scheduled update: 11/30/24 3:00 AM