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INESC TEC
INESC TEC
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Hugo Miguel Ferreira

Hugo Miguel Ferreira

Assistant Researcher

Hugo Ferreira is a researcher with a PhD in Informatics, in the area of artificial intelligence (automated planning and machine learning), FEUP, 2011. He has been involved in data-mining and machine learning projects in the areas of structural health monitoring (acoustic emissions), on-line recommendation (fashion industry), prediction of industrial energy consumption (ornamental stone cutting machines) and industrial maintenance (detection and prognosis). Other areas of interest include applying machine learning to collaborative processes (decision support systems, social computing, human computing and serious games).

Publications

Fabric Defect Detection and Localization

Oliveira, F;Carneiro, D;Ferreira, H;Guimaraes, M;

2024

ADVANCES IN ARTIFICIAL INTELLIGENCE IN MANUFACTURING, ESAIM 2023

An integrated life cycle for workflow management based on learning and planning

Ferreira, HM;Ferreira, DR;

2006

INTERNATIONAL JOURNAL OF COOPERATIVE INFORMATION SYSTEMS

Learning, planning, and the life cycle of workflow management

Ferreira, DR;Ferreira, HM;

2005

Ninth IEEE International EDOC Enterprise Computing Conference, Proceedings

Deep Reinforcement Learning-Based Approach to Dynamically Balance Multi-manned Assembly Lines

Santos, R;Marques, C;Toscano, C;Ferreira, HM;Ribeiro, J;

2024

FLEXIBLE AUTOMATION AND INTELLIGENT MANUFACTURING: ESTABLISHING BRIDGES FOR MORE SUSTAINABLE MANUFACTURING SYSTEMS, FAIM 2023, VOL 1

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Supervised Theses

Evaluating the sustainability of e-commerce deliveries strategies: A simulation-based approach

Kristen Vidal Diniz de Almeid

M - 2023

UP-FEUP

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