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Towards Industry 5.0 by Incorporation of Trustworthy and Human-Centric Approaches
The industrial sector has been a major adopter of new technologies for decades, driving economic and societal progress. The path by which industry...
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Advancing Networked Production Through Decentralised Technical Intelligence
In today’s competitive landscape, networked production plays a crucial role in enabling companies to create value and remain competitive. By...
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Leveraging Semantic Representations via Knowledge Graph Embeddings
The representation and exploitation of semantics has been gaining popularity in recent research, as exemplified by the uptake of large language...
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A Participatory Modelling Approach to Agents in Industry Using AAS
To develop interoperable and flexible systems, Industry 4.0 solutions need available models and standardization. There is not just a need for...
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Reinforcement Learning-Based Approaches in Manufacturing Environments
The application of reinforcement learning often faces limitations due to the exploration phase, which can be costly and risky in various contexts....
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Anomaly Detection in Manufacturing
This chapter provides an introduction to common methods of anomaly detection, which is an important aspect of quality control in manufacturing. We...
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XAI for Product Demand Planning: Models, Experiences, and Lessons Learnt
Today, Explainable AI is gaining more and more traction due to its inherent added value to allow all involved stakeholders to understand why/how a...
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Object Detection for Human–Robot Interaction and Worker Assistance Systems
The primary goal of this research is to describe the scenarios, challenges, and complexities associated with object detection in industrial...
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Human-AI Interaction for Semantic Knowledge Enrichment of AI Model Output
Modern manufacturing requires develo** a framework of AI solutions that capture and process data from various sources including from human-AI...
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Integrating Knowledge into Conversational Agents for Worker Upskilling
The labor market is a key part of an economy. Several existing online platforms allow the upload of resumes and the search for a job. One of their...
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Human in the AI Loop via xAI and Active Learning for Visual Inspection
Industrial revolutions have historically disrupted manufacturing by introducing automation into production. Increasing automation reshapes the role...
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Examining the Adoption of Knowledge Graphs in the Manufacturing Industry: A Comprehensive Review
The integration of Knowledge Graphs (KGs) in the manufacturing industry can significantly enhance the efficiency and flexibility of production lines...
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Smart Contract: The Contract Automation Climax. Back-End and Front-End Legal Implications
Smart Contracts are a core part of blockchain technology use cases and usability. Even if they are essentially simply pieces of code, thanks to the...
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A Taxonomy on Blockchain-Based Technology in the Financial Industry: Drivers, Applications, Benefits, and Threats
Blockchain technology, renowned for its decentralization capabilities, has led to numerous innovations across various sectors. One of the most...
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Scientific Workflows Management with Blockchain: A Survey
In science, a key requirement for conducting a scientific experiment is that it must be reproducible, meaning that a different team should be able to...
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Prediction of Failure in Scania Truck Due to Air Pressure System Failure
This paper addresses the prediction of failures in the air pressure system of Scania trucks to minimize associated operating costs. A custom ensemble...
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Coverage Criteria Based Testing of IoT Applications
IoT applications are ubiquitous and many of them are large in scale, involving processing and storage of real-time sensor data and various events....
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Tokenization of Fine Arts: Revolutionizing the Fine Arts Industry with Blockchain
This chapter analyzes the scope of possibility for tokenizing proof of ownership, evidence of valuation, and quality of alternative investment...
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Blockchain and Smart Contracts for Telecommunications: The Whys and Wherefores
Telecommunications represents a fertile field for blockchain and smart contracts to harvest innovative use cases. The development of 5G and the...
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Deep Learning in Industry 4.0: Transforming Manufacturing Through Data-Driven Innovation
Industry 4.0 is resha** manufacturing by seamlessly integrating data acquisition, analysis, and modeling, creating intelligent and interconnected...