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08/07/2023
Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field
Manufacturing industries strive to improve production efficiency and pro...
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07/03/2023
Human in the AI loop via xAI and Active Learning for Visual Inspection
Industrial revolutions have historically disrupted manufacturing by intr...
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12/19/2022
Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques
Industry 4.0 aims to optimize the manufacturing environment by leveragin...
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12/19/2022
Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection
Quality control is a crucial activity performed by manufacturing compani...
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09/28/2022
Machine Beats Machine: Machine Learning Models to Defend Against Adversarial Attacks
We propose using a two-layered deployment of machine learning models to ...
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09/28/2022
Forecasting Sensor Values in Waste-To-Fuel Plants: a Case Study
In this research, we develop machine learning models to predict future s...
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09/12/2022
Active Learning and Approximate Model Calibration for Automated Visual Inspection in Manufacturing
Quality control is a crucial activity performed by manufacturing enterpr...
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08/03/2022
Neural Dynamic Movement Primitives – a survey
One of the most important challenges in robotics is producing accurate t...
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04/12/2022
Enriching Artificial Intelligence Explanations with Knowledge Fragments
Artificial Intelligence models are increasingly used in manufacturing to...
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03/21/2022
Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications
Human-centricity is the core value behind the evolution of manufacturing...
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10/15/2021
Streaming Machine Learning and Online Active Learning for Automated Visual Inspection
Quality control is a key activity performed by manufacturing companies t...
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09/06/2021
Active Learning for Automated Visual Inspection of Manufactured Products
Quality control is a key activity performed by manufacturing enterprises...
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07/05/2021
Knowledge Modelling and Active Learning in Manufacturing
The increasing digitalization of the manufacturing domain requires adequ...
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07/05/2021
A Review of Explainable Artificial Intelligence in Manufacturing
The implementation of Artificial Intelligence (AI) systems in the manufa...
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05/05/2021
XAI-KG: knowledge graph to support XAI and decision-making in manufacturing
The increasing adoption of artificial intelligence requires accurate for...
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04/02/2021
STARdom: an architecture for trusted and secure human-centered manufacturing systems
There is a lack of a single architecture specification that addresses th...
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04/01/2021
Semantic XAI for contextualized demand forecasting explanations
The paper proposes a novel architecture for explainable AI based on sema...
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03/30/2021
Towards Active Learning Based Smart Assistant for Manufacturing
A general approach for building a smart assistant that guides a user fro...
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03/23/2021
Actionable Cognitive Twins for Decision Making in Manufacturing
Actionable Cognitive Twins are the next generation Digital Twins enhance...
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03/23/2021
