Publications (19) Marta Mafalda De Almeida Fernandes publications

2024

  1. Time series data mining for railway wheel and track monitoring: a survey

    Neural Computing and Applications, Vol. 36, Núm. 27, pp. 16707-16725

2022

  1. Machine learning techniques applied to mechanical fault diagnosis and fault prognosis in the context of real industrial manufacturing use-cases: a systematic literature review

    Applied Intelligence, Vol. 52, Núm. 12, pp. 14246-14280

  2. Service-Oriented Architecture for Data-Driven Fault Detection

    Lecture Notes in Networks and Systems

  3. Using an Explainable Machine Learning Approach to Minimize Opportunistic Maintenance Interventions

    Communications in Computer and Information Science

  4. Using simulation to evaluate a concept drift detector for condition based maintenance

    IECON Proceedings (Industrial Electronics Conference)

2021

  1. Flexible Architecture for Data-Driven Predictive Maintenance with Support for Offline and Online Machine Learning Techniques

    IECON 2021 - 47TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY

  2. Teaching Programming with a Limited Infrastructure

    2021 WORLD ENGINEERING EDUCATION FORUM/GLOBAL ENGINEERING DEANS COUNCIL (WEEF/GEDC)

2020

  1. Fault detection mechanism of a predictive maintenance system based on autoregressive integrated moving average models

    Advances in Intelligent Systems and Computing

2019

  1. A big data platform for industrial enterprise asset value enablers

    Advances in Intelligent Systems and Computing

  2. Data analysis and feature selection for predictive maintenance: A case-study in the metallurgic industry

    International Journal of Information Management, Vol. 46, pp. 252-262

2018

  1. Predictive maintenance in the metallurgical industry: Data analysis and feature selection

    Advances in Intelligent Systems and Computing

2017

  1. An architecture for proactive maintenance in the machinery industry

    Advances in Intelligent Systems and Computing

2013

  1. PCMAT - mathematics collaborative educational system

    Smart Innovation, Systems and Technologies, Vol. 17, pp. 183-212

  2. PCMAT metadata authoring tool

    Intelligent Systems, Control and Automation: Science and Engineering (Springer Netherlands), pp. 355-363

2012

  1. Adaptation Model for PCMAT - Mathematics Collaborative Learning Platform

    HIGHLIGHTS ON PRACTICAL APPLICATIONS OF AGENTS AND MULTI-AGENT SYSTEMS

  2. Adaptation model for PCMAT - Mathematics collaborative learning platform

    Advances in Intelligent and Soft Computing

2011

  1. PCMAT - Mathematics Collaborative Learning Platform

    HIGHLIGHTS IN PRACTICAL APPLICATIONS OF AGENTS AND MULTIAGENT SYSTEMS

  2. PCMAT - Mathematics collaborative learning platform

    Advances in Intelligent and Soft Computing

  3. PCMAT – mathematics collaborative learning platform

    Highlights in practical applications of agents and multiagent systems: 9th International Conference on Practical Applications of Agents and Multiagent Systems