This research paper proposes a curriculum for a five-year academic program with a bachelor's degree (honors) in intelligent systemsengineering and software engineering and a master's degree in intelligent sys...
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ISBN:
(纸本)9798350361513;9798350372304
This research paper proposes a curriculum for a five-year academic program with a bachelor's degree (honors) in intelligent systemsengineering and software engineering and a master's degree in intelligent systemsengineering and software engineering. This program includes courses in data structures, compiler design, operating system design, firmware design, database systems, computer graphics and virtual reality design, static and dynamic website design, development of chatbots and voice assistants, software engineering methodology, knowledge-basedsystems, fuzzy logic, neural networks, evolutionary computation, evolutionary multiojective optimization, machine learning, image processing, computer vision, pattern recognition, voice recognition, natural language processing, data science, control systems, intelligent control systems, robotics, digital signal processing, mathematics, engineering physics, biology, etc. These degrees will allow graduates to have a good understanding of all of the main branches of intelligent systemsengineering and software engineering as well as other relevant subjects in electrical and computerengineering.
Entrepreneurial ecosystems are essential for fostering innovation, yet many entrepreneurs face barriers in accessing mentorship, networking, and resources critical for success. A comprehensive platform has been develo...
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The rapid increase in demand for cloud services requires strong system architectures that can effectively handle user traffic and adaptively scale to maintain maximum performance and user satisfaction. This research a...
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In this paper, we present a new LMI-based non-iterative design strategy for static output feedback controllers with L2 Gain Performance for linear systems. In our approach, on the basis of the well-known necessary and...
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This paper investigates the performance of Kalman filtering based energy-efficient transfer for nonlinear stochastic discrete-time systems and proposes a low complex traffic load prediction algorithm. based on the his...
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Information Retrieval (IR) systems which provide accurate and contextually relevant information to healthcare and law etc. where accuracy is very crucial. Traditional information retrieval methods fundamentally based ...
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Comparing with neural network method to more known methods, this article assesses their simplicity and effectiveness. Our approach uses new network pruning, interpretability-based regularization, and gradient-based se...
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This article studies the steps of email classification, selects the Naive Bayes algorithm for email classification, uses Support Vector Machine (SVM) for multi label secondary classification, and designs corresponding...
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ISBN:
(纸本)9798350375084;9798350375077
This article studies the steps of email classification, selects the Naive Bayes algorithm for email classification, uses Support Vector Machine (SVM) for multi label secondary classification, and designs corresponding text files and libraries from the stages of data preparation and preprocessing, garbage labeling, etc. The training model is used to output prediction results and determine whether the email is spam. Using the detailed execution process of the confusion matrix, determine the proportion of the test set for this design, and design the implementation process of primary and secondary classification based on the proportion design.
The project proposes an Examination Feedback System utilizing machine learning to automate the evaluation of subjective answers in educational assessments. The system will analyze student responses and classify them u...
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As cyber-physical systems, power networks exchange data to ensure smooth operation. Through communication networks, the exchanged data becomes vulnerable to cyberattacks where malicious entities establish malevolent c...
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