Search Results - "Silverio Martínez-Fernández"

Analyzing the Evolution and Maintenance of ML Models on Hugging Face

Authors: Joel Castaño Silverio Martínez-Fernández Xavier Franch et al.

Source: UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, software evolution, Maintenance, Computer Science - Artificial Intelligence, Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Aprenentatge automàtic, Software evolution, maintenance, Machine Learning (cs.LG), Software Engineering (cs.SE), Computer Science - Software Engineering, Artificial Intelligence (cs.AI), Repository mining, repository mining, Àrees temàtiques de la UPC::Informàtica::Sistemes d'informació

File Description: application/pdf

Access URL: http://arxiv.org/abs/2311.13380

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

Authors: Santiago del Rey Silverio Martínez‐Fernández Antonio Salmerón et al.

Contributors: Santiago del Rey Silverio Martínez‐Fernández Antonio Salmerón et al.

Source: UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
riUAL. Repositorio Institucional de la Universidad de Almería
Universidad de Almería
IET Software, Vol 17, Iss 3, Pp 268-286 (2023)

Subject Terms: software maintenance, QA76.75-76.765, Àrees temàtiques de la UPC::Informàtica::Enginyeria del software, 0202 electrical engineering, electronic engineering, information engineering, Software quality, Computer software, Computer software -- Quality control, Programari -- Control de qualitat, 02 engineering and technology, Software maintenance, software quality, Bayes methods

File Description: application/pdf

Access URL: http://hdl.handle.net/10835/14821
https://doaj.org/article/d2be74a5d94c4d61bc6c64e5314c9cbb
https://hdl.handle.net/2117/386023
https://doi.org/10.1049/sfw2.12121

Energy-efficient neural network training through runtime layer freezing, model quantization, and early stopping

Authors: Álvaro Domingo Reguero Silverio Martínez-Fernández Roberto Verdecchia et al.

Contributors: Álvaro Domingo Reguero Silverio Martínez-Fernández Roberto Verdecchia et al.

Source: UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)

Subject Terms: Early stopping, Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Aprenentatge automàtic, Green AI, Deep learning, Computer vision, Àrees temàtiques de la UPC::Informàtica::Sistemes d'informació, Layer freezing, Model quantization

File Description: application/pdf

Access URL: https://hdl.handle.net/2117/419904
https://doi.org/10.1016/j.csi.2024.103906

State-of-the-Art and Challenges of Engineering ML- Enabled Software Systems in the Deep Learning Era.

Authors: Assres, Gebremariam Bhandari, Guru Shalaginov, Andrii et al.

Source: ACM Computing Surveys; Oct2025, Vol. 57 Issue 10, p1-35, 35p

Subject Terms: ARTIFICIAL intelligence, SOFTWARE engineering, ARTIFICIAL neural networks, MACHINE learning, COMPUTER science conferences, AGILE software development, DEBUGGING

Innovating for Tomorrow: The Convergence of Software Engineering and Green AI.

Authors: Cruz, Luís Franch, Xavier Martínez-Fernández, Silverio

Source: ACM Transactions on Software Engineering & Methodology; Jun2025, Vol. 34 Issue 5, p1-13, 13p

Subject Terms: COMPUTER software development, SUSTAINABLE engineering, SUSTAINABILITY, MACHINE learning, SYSTEMS software

The Sustainability Face of Automated Program Repair Tools.

Authors: Martinez, Matias Martínez-Fernández, Silverio Franch, Xavier

Source: ACM Transactions on Software Engineering & Methodology; Nov2025, Vol. 34 Issue 8, p1-37, 37p

Subject Terms: SUSTAINABILITY, ENERGY consumption, SOFTWARE maintenance, SOFTWARE upgrades, LANGUAGE models, RESOURCE allocation, SUSTAINABLE development

Carbon-Efficient Software Design and Development: A Systematic Literature Review.

Authors: Danushi, Ornela Forti, Stefano Soldani, Jacopo

Source: ACM Computing Surveys; Oct2025, Vol. 57 Issue 10, p1-35, 35p

Subject Terms: OPEN source software, ARTIFICIAL intelligence, INFORMATION technology, PROJECT management software, COMPUTER software industry, UNIFIED modeling language, SOFTWARE refactoring

Deep Learning Library Testing: Definition, Methods and Challenges.

Authors: Zhang, Xiaoyu Jiang, Weipeng Shen, Chao et al.

Source: ACM Computing Surveys; Jul2025, Vol. 57 Issue 7, p1-37, 37p

Subject Terms: SOFTWARE libraries (Computer programming), LIBRARY storage centers, COMPUTER software testing, COMPUTER software security, LIBRARY software, COMPILERS (Computer programs), DEEP learning

Machine Learning for Software Engineering: A Tertiary Study.

Authors: KOTTI, ZOE GALANOPOULOU, RAFAILA SPINELLIS, DIOMIDIS

Source: ACM Computing Surveys; Dec2023, Vol. 55 Issue 12, p1-39, 39p

Subject Terms: SOFTWARE engineers, MACHINE learning, COMPUTER software quality control, COMPUTER software testing, SOFTWARE engineering, ACQUISITION of data

Evolving the Modern Enterprise Stack: From Monoliths to Adaptive Cognitive Architectures.

Authors: Yenuganti, Goutham

Source: Journal of Computer Science & Technology Studies; 2025, Vol. 7 Issue 5, p356-361, 6p

Subject Terms: ARTIFICIAL intelligence, BEHAVIOR modification, MACHINE learning, DESIGN services, SERVICE design

From Triumph to Uncertainty: The Journey of Software Engineering in the AI Era.

Authors: Mastropaolo, Antonio Escobar-Velásquez, Camilo Linares-Vásquez, Mario

Source: ACM Transactions on Software Engineering & Methodology; Jun2025, Vol. 34 Issue 5, p1-34, 34p

Subject Terms: SOFTWARE engineering, ARTIFICIAL intelligence, LANDSCAPE changes, AUTOMATION, EXPERTISE

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

Authors: del Rey, Santiago Martínez‐Fernández, Silverio Salmerón, Antonio

Source: IET Software (Wiley-Blackwell); Jun2023, Vol. 17 Issue 3, p268-286, 19p

Subject Terms: SOFTWARE maintenance, BAYESIAN analysis, COMPUTER software quality control, SCRUM (Computer software development), COMPUTER software, WEB-based user interfaces

Energy Consumption of Automated Program Repair.

Authors: Martinez, Matias Martínez-Fernández, Silverio Franch, Xavier

Source: ICSE: International Conference on Software Engineering; 2024, p358-359, 2p

Subject Terms: ENERGY consumption, AUTOMATION, SUSTAINABILITY, SOFTWARE maintenance, COMPUTER software quality control

Artificial Intelligence for Safety-Critical Systems in Industrial and Transportation Domains: A Survey.

Authors: Perez-Cerrolaza, Jon Abella, Jaume Borg, Markus et al.

Source: ACM Computing Surveys; Jul2024, Vol. 56 Issue 7, p1-40, 40p

Subject Terms: ARTIFICIAL neural networks, ARTIFICIAL intelligence, MACHINE learning, NATURAL language processing, HIGH performance computing, SOFTWARE verification, MIDDLEWARE

Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering.

Authors: Lu, Qinghua Zhu, Liming Xu, Xiwei et al.

Source: ACM Computing Surveys; Jul2024, Vol. 56 Issue 7, p1-35, 35p

Subject Terms: MACHINE learning, ARTIFICIAL intelligence, DEEP reinforcement learning, REINFORCEMENT learning, FAILURE mode & effects analysis, CAPABILITY maturity model, SOFTWARE engineering

Special issue on quality management for information systems.

Authors: Piattini, Mario García-Rodríguez de Guzmán, Ignacio Pérez-Castillo, Ricardo

Source: Software Quality Journal; Sep2020, Vol. 28 Issue 3, p891-894, 4p

Subject Terms: MANAGEMENT information systems, AGILE software development, COMPUTER software quality control

Security for Machine Learning-based Software Systems: A Survey of Threats, Practices, and Challenges.

Authors: Chen, Huaming Babar, M. Ali

Source: ACM Computing Surveys; Jun2024, Vol. 56 Issue 6, p1-38, 38p

Subject Terms: MACHINE learning, ARTIFICIAL neural networks, ARTIFICIAL intelligence, SOFTWARE engineering, STOCHASTIC learning models, DEEP learning

Ethics in the Age of AI: An Analysis of AI Practitioners' Awareness and Challenges.

Authors: Pant, Aastha Hoda, Rashina Spiegler, Simone V. et al.

Source: ACM Transactions on Software Engineering & Methodology; Mar2024, Vol. 33 Issue 3, p1-35, 35p

Subject Terms: ARTIFICIAL intelligence, MORAL development, ETHICS, AWARENESS

Which design decisions in AI-enabled mobile applications contribute to greener AI?

Authors: Castanyer, Roger Creus Martínez-Fernández, Silverio Franch, Xavier

Source: Empirical Software Engineering; Feb2024, Vol. 29 Issue 1, p1-34, 34p

Testing RESTful APIs: A Survey.

Authors: Golmohammadi, Amid Zhang, Man Arcuri, Andrea

Source: ACM Transactions on Software Engineering & Methodology; Jan2024, Vol. 33 Issue 1, p1-41, 41p

Subject Terms: CLOUD computing, RESEARCH personnel, TELECOMMUNICATION systems, WEB services, SPROUTS