Silverio Martnez-Fernndez
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
36
Venues
17
Active years
2013–2025
Best venue rank
A*
Where they publish
Papers
36 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CAIN | Addressing Quality Challenges in Deep Learning: The Role of MLOps and Domain Knowledge. | Santiago del Rey, Adri Medina, Xavier Franch, Silverio Martnez-Fernndez |
| 2025 | ESEM | Aggregating Empirical Evidence from Data Strategies Studies: A Case on Model Quantization. | Santiago del Rey, Paulo Srgio Medeiros dos Santos, Guilherme Horta Travassos, Xavier Franch, Silverio Martnez-Fernndez |
| 2025 | ICSE | Do Developers Adopt Green Architectural Tactics for ML-Enabled Systems? A Mining Software Repository Study. | Vincenzo De Martino, Silverio Martnez-Fernndez, Fabio Palomba |
| 2024 | CAIN | Identifying Architectural Design Decisions for Achieving Green ML Serving. | Francisco Durn, Silverio Martnez-Fernndez, Matias Martinez, Patricia Lago |
| 2024 | ICSA | Using Metrics for Code Smells of ML Pipelines. | Dolors Costal, Cristina Gmez, Santiago del Rey, Silverio Martnez-Fernndez |
| 2024 | ICSE | Energy Consumption of Automated Program Repair. | Matias Martinez, Silverio Martnez-Fernndez, Xavier Franch |
| 2024 | MSR | Analyzing the Evolution and Maintenance of ML Models on Hugging Face. | Joel Castao, Silverio Martnez-Fernndez, Xavier Franch, Justus Bogner |
| 2024 | PROFES | Environmental Sustainability of Machine Learning Systems: Reducing the Carbon Impact of Their Lifecycle Process. | Silverio Martnez-Fernndez |
| 2023 | ESEM | Exploring the Carbon Footprint of Hugging Face's ML Models: A Repository Mining Study. | Joel Castao, Silverio Martnez-Fernndez, Xavier Franch, Justus Bogner |
| 2023 | ICSE | Teaching MLOps in Higher Education through Project-Based Learning. | Filippo Lanubile, Silverio Martnez-Fernndez, Luigi Quaranta |
| 2023 | PROFES | Metrics for Code Smells of ML Pipelines. | Dolors Costal, Cristina Gmez, Silverio Martnez-Fernndez |
| 2023 | REFSQ | A Requirements Engineering Perspective to AI-Based Systems Development: A Vision Paper. | Xavier Franch, Andreas Jedlitschka, Silverio Martnez-Fernndez |
| 2022 | QUATIC | Architectural Decisions in AI-Based Systems: An Ontological View. | Xavier Franch, Silverio Martnez-Fernndez, Claudia P. Ayala, Cristina Gmez |
| 2022 | RCIS | DOGO4ML: Development, Operation and Data Governance for ML-based Software Systems. | Claudia P. Ayala, Besim Bilalli, Cristina Gmez, Silverio Martnez-Fernndez |
| 2021 | QRS | A preliminary investigation of developer profiles based on their activities and code quality: Who does what? | Cristina Aguilera Gonzlez, Laia Albors Zumel, Jess Antoanzas Acero, Valentina Lenarduzzi, Silverio Martnez-Fernndez, Sonia Rabanaque Rodrguez |
| 2021 | RCIS | Developing and Operating Artificial Intelligence Models in Trustworthy Autonomous Systems. | Silverio Martnez-Fernndez, Xavier Franch, Andreas Jedlitschka, Marc Oriol, Adam Trendowicz |
| 2020 | EASE | Actionable Software Metrics: An Industrial Perspective. | Prabhat Ram, Pilar Rodrguez, Markku Oivo, Silverio Martnez-Fernndez, Alessandra Bagnato, Michal Choras, Rafal Kozik, Sanja Aaramaa, Milla Ahola |
| 2020 | ICSE | Challenges and Benefits from Using Software Analytics in Softeam. | Alessandra Bagnato, Antonin Abherv, Silverio Martnez-Fernndez, Xavier Franch |
| 2020 | ICSE | Skuld: a self-learning tool for impact-driven technical debt management. | Josep Burgaya Pujols, Pieter Bas, Silverio Martnez-Fernndez, Antonio Martini, Adam Trendowicz |
| 2019 | ESEM | Practical experiences and value of applying software analytics to manage quality. | Anna Maria Vollmer, Silverio Martnez-Fernndez, Alessandra Bagnato, Jari Partanen, Lidia Lpez, Pilar Rodrguez |
| 2019 | QRS | Safe Traffic Sign Recognition through Data Augmentation for Autonomous Vehicles Software. | Lisa Jckel, Michael Kls, Silverio Martnez-Fernndez |
| 2019 | QUATIC | Data-Driven Elicitation of Quality Requirements in Agile Companies. | Marc Oriol, Pertti Seppnen, Woubshet Behutiye, Carles Farr, Rafal Kozik, Silverio Martnez-Fernndez, Pilar Rodrguez, Xavier Franch, Sanja Aaramaa, Antonin Abherv, Michal Choras, Jari Partanen |
| 2018 | CaiSE | Data-Driven Elicitation, Assessment and Documentation of Quality Requirements in Agile Software Development. | Xavier Franch, Cristina Gmez, Andreas Jedlitschka, Lidia Lpez, Silverio Martnez-Fernndez, Marc Oriol, Jari Partanen |
| 2018 | CaiSE | Q-Rapids Tool Prototype: Supporting Decision-Makers in Managing Quality in Rapid Software Development. | Lidia Lpez, Silverio Martnez-Fernndez, Cristina Gmez, Michal Choras, Rafal Kozik, Liliana Guzmn, Anna Maria Vollmer, Xavier Franch, Andreas Jedlitschka |
| 2018 | PROFES | 2nd QuASD Workshop: Managing Quality in Agile and Rapid Software Development Processes. | Claudia P. Ayala, Silverio Martnez-Fernndez, Pilar Rodrguez |
| 2018 | RE | How Practitioners Manage Quality Requirements in Rapid Software Development: A Survey. | Lidia Lpez, Jari Partanen, Pilar Rodrguez, Silverio Martnez-Fernndez |
| 2018 | RE | Definition of the On-time Delivery Indicator in Rapid Software Development. | Mart Manzano, Cristina Gmez, Claudia P. Ayala, Silverio Martnez-Fernndez, Prabhat Ram, Pilar Rodrguez, Marc Oriol |
| 2017 | ER | Towards an Ontology for Strategic Decision Making: The Case of Quality in Rapid Software Development Projects. | Cristina Gmez, Claudia P. Ayala, Xavier Franch, Lidia Lpez, Woubshet Behutiye, Silverio Martnez-Fernndez |
| 2017 | PROFES | 1st QuASD Workshop: Managing Quality in Agile and Rapid Software Development Processes. | Claudia P. Ayala, Silverio Martnez-Fernndez, Pilar Rodrguez |
| 2017 | RE | Data-Driven Requirements Engineering in Agile Projects: The Q-Rapids Approach. | Xavier Franch, Claudia P. Ayala, Lidia Lpez, Silverio Martnez-Fernndez, Pilar Rodrguez, Cristina Gmez, Andreas Jedlitschka, Markku Oivo, Jari Partanen, Timo Raty, Veikko Rytivaara |
| 2016 | MEDI | Exploring Quality-Aware Architectural Transformations at Run-Time: The ENIA Case. | Javier Criado, Silverio Martnez-Fernndez, David Ameller, Luis Iribarne, Nicols Padilla |
| 2015 | ESEM | Aggregating Empirical Evidence about the Benefits and Drawbacks of Software Reference Architectures. | Silverio Martnez-Fernndez, Paulo Srgio Medeiros dos Santos, Claudia P. Ayala, Xavier Franch, Guilherme Horta Travassos |
| 2014 | EASE | Artifacts of software reference architectures: a case study. | Silverio Martnez-Fernndez, Claudia P. Ayala, Xavier Franch, Helena Martins Marques |
| 2014 | ICSE | Practical experiences in designing and conducting empirical studies in industry-academia collaboration. | Silverio Martnez-Fernndez, Helena Martins Marques |
| 2013 | ECSA | Benefits and Drawbacks of Reference Architectures. | Silverio Martnez-Fernndez, Claudia P. Ayala, Xavier Franch, Helena Martins Marques |
| 2013 | ICSR | REARM: A Reuse-Based Economic Model for Software Reference Architectures. | Silverio Martnez-Fernndez, Claudia P. Ayala, Xavier Franch, Helena Martins Marques |