Marta Fernandes

Marta Fernandes is a PhD candidate at the University of Salamanca, Spain, while serving as a part-time lecturer and researcher at the Polytechnic Institute of Porto's Instituto Superior de Engenharia do Porto (ISEP) in Portugal. She specializes in Data Stream Learning for Predictive Maintenance and has been developing intelligent systems using Machine Learning and Big Data technologies.

• PhD in Computer Engineering (Intelligent Systems) at University of Salamanca (2019-2023)
• Part-time lecturer in Computer Architecture for Computer Engineering Bachelor's program at ISEP
• Researcher at GECAD (Intelligent Engineering and Computing for Advanced Innovation and Development) group

Her research focuses on:

• Adaptive Educational Hypermedia Systems
• Predictive Maintenance applications
• Machine Learning and Big Data for industrial applications
• Intelligent Scheduling systems

Scientific contributions:

• 2019 monetary recognition from IACOBUS Program for her work on predictive maintenance
• Co-author of multiple publications in prestigious conferences and journals

Key projects:

• PIANiSM: Predictive and Prescriptive Automation for Smart Manufacturing (2019-present)
• InValue: Industrial Enterprise Asset Value Enablers (2016-2018)
• ADSyS: Adaptive Decision Support System for Interactive Scheduling (2013-2014)
• PCMAT: Mathematics Collaborative Learning Platform (2010-2013)