Marta Fernandes

15 papers C 3Misc 2Journal 4Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Automated phenotyping of mild cognitive impairment and Alzheimer's disease and related dementias using electronic health records.
Int. J. Medical Informatics
Ruoqi Wei, Stephanie S. Buss, Rebecca Milde, Marta Fernandes, Daniel Sumsion, Elijah Davis, Wan-Yee Kong, Yiwen Xiong, Jet Veltink, Samvrit Rao, Tara M. Westover, Lydia Petersen, Niels Turley, Arjun Singh, Sudeshna Das, Valdery Moura Junior, Manohar Ghanta, Aditya Gupta, Jennifer Kim, Alice D. Lam, Katie L. Stone, Emmanuel Mignot, Dennis Hwang, Lynn Marie Trotti, Gari D. Clifford, Umakanth Katwa, Robert J. Thomas, Shibani Mukerji, Sahar F. Zafar, M. Brandon Westover, Haoqi Sun
2024 J jnl
Time series data mining for railway wheel and track monitoring: a survey.
Neural Comput. Appl.
Afonso Lourenço, Diogo Ribeiro, Marta Fernandes, Goreti Marreiros
2023 C conf
Lean maintenance practices in the improvement of information management processes: a study in the Facility Management division.
ISM
Marta Fernandes, Diogo Correia, Leonor Teixeira
2022 J jnl
Machine learning techniques applied to mechanical fault diagnosis and fault prognosis in the context of real industrial manufacturing use-cases: a systematic literature review.
Appl. Intell.
Marta Fernandes, Juan Manuel Corchado, Goreti Marreiros
2022 — conf
Using an Explainable Machine Learning Approach to Minimize Opportunistic Maintenance Interventions.
PAAMS (Workshops)
Afonso Lourenço, Marta Fernandes, Alda Canito, Ana de Almeida, Goreti Marreiros
2022 C conf
Using simulation to evaluate a concept drift detector for condition based maintenance.
IECON
Afonso Lourenço, Marta Fernandes, Goreti Marreiros, Juan Manuel Corchado
2021 C conf
Flexible Architecture for Data-Driven Predictive Maintenance with Support for Offline and Online Machine Learning Techniques.
IECON
Alda Canito, Marta Fernandes, João Mourinho, Serkan Tosun, Kamer Kaya, Aysegül Turupcu, Angel Lagares, Hüseyin Karabulut, Goreti Marreiros
2021 — conf
Service-Oriented Architecture for Data-Driven Fault Detection.
DCAI (1)
Marta Fernandes, Alda Canito, Daniel Mota, Juan M. Corchado, Goreti Marreiros
2019 J jnl
Data analysis and feature selection for predictive maintenance: A case-study in the metallurgic industry.
Int. J. Inf. Manag.
Marta Fernandes, Alda Canito, Verónica Bolón-Canedo, Luís Conceição, Isabel Praça, Goreti Marreiros
2019 Misc conf
Fault Detection Mechanism of a Predictive Maintenance System Based on Autoregressive Integrated Moving Average Models.
DCAI
Marta Fernandes, Alda Canito, Juan Manuel Corchado, Goreti Marreiros
2018 Misc conf
A Big Data Platform for Industrial Enterprise Asset Value Enablers.
DCAI
Alda Canito, Marta Fernandes, Luís Conceição, Isabel Praça, Goreti Marreiros
2018 — conf
Predictive Maintenance in the Metallurgical Industry: Data Analysis and Feature Selection.
WorldCIST (1)
Marta Fernandes, Alda Canito, Verónica Bolón-Canedo, Luís Conceição, Isabel Praça, Goreti Marreiros
2017 — conf
An Architecture for Proactive Maintenance in the Machinery Industry.
ISAmI
Alda Canito, Marta Fernandes, Luís Conceição, Isabel Praça, Magno Santos, Ricardo Rato, Gonçalo Cardeal, Francisco Leiras, Goreti Marreiros
2012 — conf
Adaptation Model for PCMAT - Mathematics Collaborative Learning Platform.
PAAMS (Special Sessions)
Marta Fernandes, Constantino Martins, Luíz Faria, Paulo Couto, Cristiano Valente, Cristina Bastos, Fátima Costa, Eurico Carrapatoso
2011 — conf
PCMAT - Mathematics Collaborative Learning Platform.
PAAMS (Special Sessions)
Constantino Martins, Paulo Couto, Marta Fernandes, Cristina Bastos, Maria C. Costa-Lobo, Luíz Faria, Eurico Carrapatoso