A trend of increasing powertrain voltages is seen in electric vehicles and more electric aircraft. However, the systems close to humans have stayed at 12 to 48 V for safety reasons. A combination of control and conver...
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Ransom ware, a malicious software program, has become a main threat to essential infrastructure systems, including power, transportation, and healthcare systems. This kind of cyber-attack is designed to block access t...
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The importance of computer network experiments in teaching is elaborated, while traditional computer network systems have low efficiency and chaotic management, these shortcomings affect the effectiveness of related t...
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ISBN:
(数字)9798331540883
ISBN:
(纸本)9798331540890
The importance of computer network experiments in teaching is elaborated, while traditional computer network systems have low efficiency and chaotic management, these shortcomings affect the effectiveness of related teaching heavily. To overcome the shortcomings of traditional experimental systems, a computer network experiment system based on SDN has been constructed, which relies on SDN and AAA to manage network equipment, network simulators, and student experiments. Laboratory managers rely on SDN for device authorization, students rely on SDN for fast and secure computer network experiments, and teachers rely on SDN to obtain corresponding experimental evaluations. Two typical experiments in the experimental system are introduced, and teaching has achieved good results through the experimental system.
This paper focuses on the development and application of an intelligent basic platform for intermediate experiments, serving the oil production process. Through a series of methods such as hardware intelligent upgradi...
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ISBN:
(数字)9798331533113
ISBN:
(纸本)9798331533120
This paper focuses on the development and application of an intelligent basic platform for intermediate experiments, serving the oil production process. Through a series of methods such as hardware intelligent upgrading and transformation, establishing connections between programmable logic controllers and hardware devices based on Modbus protocol, designing configuration software to read and control display data in real time, the intelligent basic platform for intermediate experiments has been successfully developed. The research and development achievements include the design and completion of three sets of configuration systems, intelligent control of hardware working status, and real-time data reading and graphical display, providing efficient and intelligent platform support for experimental research in the industry.
Enhancing software quality and reducing testing expenses requires better software fault detection. To guarantee the dependability and usability of software, software Defect Prediction (SDP) uses machine learning appro...
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ISBN:
(数字)9798331505745
ISBN:
(纸本)9798331505752
Enhancing software quality and reducing testing expenses requires better software fault detection. To guarantee the dependability and usability of software, software Defect Prediction (SDP) uses machine learning approaches to anticipate and address any problems early in the development cycle. Numerous machine learning techniques, such as Support Vector Machines (SVM), Random Forest (RF), Logistic Regression, Naïve Bayes, Multilayer Perceptron (MLP), Decision Stump, J48, Lazy IBK, and ZeroR, are thoroughly examined in this work. With an emphasis on feature selection as a crucial step in increasing prediction accuracy and lower computing costs, these approaches are assessed for their capacity to detect software flaws precisely. This research study demonstrates how these models may improve fault identification and prevention procedures using historical records from sources such as the PROMISE repository. The study highlights the best practices for machine learning-based software quality assurance, lowering expenses while guaranteeing superior results.
The proceedings contains 86 papers. The following topics are dealt with: design of complex computer-based systems;software testing and reliability;development environment architectures;system and software development ...
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ISBN:
(纸本)0818620412
The proceedings contains 86 papers. The following topics are dealt with: design of complex computer-based systems;software testing and reliability;development environment architectures;system and software development methodologies;computersystems architectures;software development techniques;algorithms for VLSI;knowledge-based systems;management of software development;embedded systems analysis;integration and testing;executable specifications;validation and verification;industrial computer-based systems;software analysis and design;VLSI design;rapid prototyping;computersystems communications;and meta-issues in softwareengineering.
A popular biometric identification method, renowned for its dependability and individuality in personal identification, is fingerprint recognition. This article presents an efficient fingerprint identification system ...
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ISBN:
(数字)9798331515683
ISBN:
(纸本)9798331515690
A popular biometric identification method, renowned for its dependability and individuality in personal identification, is fingerprint recognition. This article presents an efficient fingerprint identification system that significantly reduces processing times for 100,000 fingerprints from 8 minutes to less than 5 seconds by utilizing multithreading, ANSI 378 templates, and Source AFIS. The system overcomes the time-consuming image-to-template conversion procedure and increases overall storage efficiency by utilizing parallel processing and preformatted templates (ANSI/ISO). The fingerprint matching system incorporates Directional Field, CNN models for identifying fingerprint types, and Finger Code methods to classify fingerprints, improving precision and efficiency.
A significant gender gap persists in STEM fields across many developed countries, despite encouraging policies. To develop effective solutions that narrow the gender gap in these fields, a deeper understanding of the ...
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Process models are essential in guiding teams through the software development process. Initial process models, such as the waterfall model, offered clear and defined stages that must be completed sequentially before ...
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This paper presents a novel, efficient, and computationally lightweight approach for voltage and reactive power control in distribution networks with high penetration of distributed generation (DG) using advanced Fuzz...
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