Machine Learning Applications in Manufacturing—Challenges, Trends, and Future Directions

IEEE Open Journal of the Industrial Electronics Society

2024 | journal-article

Smart Agricultural System Using Proximal Sensing, Artificial Intelligence, and LoRa Technology: A Case Study in Vineyard Management

IEEE Access

2024 | journal-article

Machine Learning Applications in Agriculture: Current Trends, Challenges, and Future Perspectives

Agronomy

2023 | journal-article

DAEMON: A Domain-Based Monitoring Ontology for IoT Systems

SN Computer Science

2023 | journal-article

Cloud-Based Machine Learning Application for Predicting Energy Consumption in Automotive Spot Welding

Processes

2023 | journal-article

Implementing Privacy-Preserving and Collaborative Industrial Artificial Intelligence

IEEE Access

2023 | journal-article

Intelligent Data-Driven Decision Support for Agricultural Systems-ID3SAS

IEEE Access

2023 | journal-article

An Ontology-Based Solution for Monitoring IoT Cybersecurity

2022 | book-chapter

Gesture-Based Feedback in Human-Robot Interaction for Object Manipulation

Technological Innovation for Digitalization and Virtualization

2022 | conference-paper

Simulation-Based Data Augmentation for the Quality Inspection of Structural Adhesive With Deep Learning

IEEE Access

2021 | journal-article

Characterising the Agriculture 4.0 Landscape—Emerging Trends, Challenges and Opportunities

Agronomy

2021 | journal-article

Generative Adversarial Networks for Data Augmentation in Structural Adhesive Inspection

Applied Sciences

2021 | journal-article

Remote E-Learning for Cyber-Physical Production Systems in Higher Education

Proceedings - 2021 IEEE 19th International Conference on Industrial Informatics, INDIN 2021

2021 | conference-paper

Voice-Activated Smart Home Controller Using Machine Learning

IEEE Access

2021 | journal-article

Industrial Artificial Intelligence in Industry 4.0 - Systematic Review, Challenges and Outlook

IEEE Access

2020 | journal-article

Architectural Elements: PERFoRM Data Model

Digitalized and Harmonized Industrial Production Systems

2019 | book-chapter

IFEVS Use Case

Digitalized and Harmonized Industrial Production Systems

2019 | book-chapter

An Industrial Data Analysis and Supervision Framework for Predictive Manufacturing Systems

Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia

2019 | dissertation-thesis

Agent-based Plug and Produce Cyber-Physical Production System – Test Case

2019 IEEE 17th International Conference on Industrial Informatics (INDIN)

2019 | conference-paper

Multistage Quality Control Using Machine Learning in the Automotive Industry

IEEE Access

2019 | journal-article

Improvement of Multistage Quality Control through the Integration of Decision Modeling and Cyber-Physical Production Systems

2018 International Conference on Intelligent Systems (IS)

2018 | conference-paper

GO0DMAN Data Model - Interoperability in Multistage Zero Defect Manufacturing

2018 IEEE 16th International Conference on Industrial Informatics (INDIN)

2018 | conference-paper

IDARTS – Towards intelligent data analysis and real-time supervision for industry 4.0

Computers in Industry

2018 | journal-article

A Highly Flexible, Distributed Data Analysis Framework for Industry 4.0 Manufacturing Systems

Service Orientation in Holonic and Multi-Agent Manufacturing

2017 | book-chapter

Dynamic Simulation for MAS-Based Data Acquisition and Pre-processing in Manufacturing Using V-REP

Technological Innovation for Smart Systems

2017 | book-chapter

Integration and Deployment of a Distributed and Pluggable Industrial Architecture for the PERFoRM Project

27th International Conference on Flexible Automation and Intelligent Manufacturing, FAIM2017

2017 | conference-paper

Selection of a data exchange format for industry 4.0 manufacturing systems

Industrial Electronics Society, IECON 2016-42nd Annual Conference of the IEEE

2016 | conference-paper

A multiagent based knowledge extraction framework to support plug and produce capabilities in manufacturing monitoring systems

Mechatronics and its Applications (ISMA), 2015 10th International Symposium on

2015 | conference-paper

A systematic approach to trajectory planning applied to modular robots

Mechatronics and its Applications (ISMA), 2015 10th International Symposium on

2015 | conference-paper

An agent based architecture to support monitoring in plug and produce manufacturing systems using knowledge extraction

2015 | dissertation-thesis

An agent based monitoring architecture for plug and produce based manufacturing systems

Industrial Informatics (INDIN), 2015 IEEE 13th International Conference on

2015 | conference-paper