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Towards a lightweight framework for service management evaluation in SMEs
Small and Medium-sized Enterprises (SMEs) are currently immersed in Volatility, Uncertainty, Complexity and Ambiguity (VUCA) environments and need to...
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Improved wafer map defect pattern classification using automatic data augmentation based lightweight encoder network in contrastive learning
In recent years, supervised learning has been the predominant method for wafer map defect pattern classification (WM-DPC), requiring a substantial...
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DL-MSCNN: a general and lightweight framework for fault diagnosis with limited training samples
Accurately and intelligently detecting faults is critical to implement smart manufacturing regarding cost reduction and manufacturing system...
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Speeding up Explorative BPM with Lightweight IT: the Case of Machine Learning
In the modern digital age, companies need to be able to quickly explore the process innovation affordances of digital technologies. This includes...
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LMCA: a lightweight anomaly network traffic detection model integrating adjusted mobilenet and coordinate attention mechanism for IoT
As widely known, most of the Internet of Things (IoT) devices own small storage and constrained computing power, and hence, their poor security...
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BO-LCNN: butterfly optimization based lightweight convolutional neural network for remote data integrity auditing and data sanitizing model
With the increasing use of cloud storage for sensitive and personal information, ensuring data security has become a top priority. It is important to...
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Real-time defect detection of TFT-LCD displays using a lightweight network architecture
The mura defects of thin film transistor-liquid crystal display (TFT-LCD) panels have low contrast and random locations, which makes it impossible...
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Automated real-time detection of surface defects in manufacturing processes of aluminum alloy strip using a lightweight network architecture
The trade-off between detection speed and accuracy and the high hardware requirements of computing equipment have always been two major factors...
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A framework for implementing robotic process automation projects
Robotic process automation is a disruptive technology to automate already digital yet manual tasks and subprocesses as well as whole business...
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A lightweight and proactive rule-based incremental construction approach to detect phishing scam
The development of digitization over the globe has made digital security inescapable. As every single article on this planet is being digitalized...
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Framework Design
This thesis initially examines the motivational factors, introduces the specific problem domain, defines the research problems, and sets up the...
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Mobile-Deeplab: a lightweight pixel segmentation-based method for fabric defect detection
Fabric defect detection has always been a key issue, and it positively correlated its efficiency with productivity. From manual visual methods to...
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Framework of knowledge management for human–robot collaborative mold assembly using heterogeneous cobots
Molds are assembled manually due to a shortage of skilled workers and challenges associated with automating operations, which arise from the...
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A framework and method for equipment digital twin dynamic evolution based on IExATCN
Dynamic evolution is the most typical feature of a digital twin, making it different from a traditional digital model. Dynamic evolution is also the...
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Leveraging Additive Manufacturing for Enhanced Supply Chain Resilience and Sustainability: A Strategic Integration Framework
The global COVID-19 pandemic has brought attention to the vulnerability of the modern supply chain (SC), particularly in the manufacturing sector,...
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Theoretical Framework
This chapter unfolds the theoretical framework central to unraveling the foundational theories and methods essential to addressing the core problem...
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Digital product passports as enablers of digital circular economy: a framework based on technological perspective
Taking into consideration the existing Industry 4.0 infrastructures and the rise of Industry 5.0 (I5.0), more and more solutions are being developed,...
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A developed distributed ledger technology architectural layer framework for decentralized governance implementation in virtual enterprise
Distributed Ledger technology (DLT) has recently emerged as a disruptive system with a wide range of applicability, with prospect to improve societal...
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Monitoring Framework for the Performance Evaluation of an IoT Platform with Elasticsearch and Apache Kafka
IoT platforms are in charge of extracting and processing the data that come from IoT networks, generating additional value, and providing access to...
