Classifying facial expressions is a crucial computer vision task having applications in security systems, emotion identification, and human-computer interaction. Convolutional Neural Networks (CNNs) have displayed out...
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the paper presents the result of several work which we completed previously [8] [9] [10] [11]. It is a framework dedicated to emerging pervasive environments whose one of the objectives among others is to deal withth...
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Since the popularization of 5G communications in 2019, the requirements of wireless communication related to data transmission have become higher and higher. As a universal module in the chip circuit, the phase-locked...
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the paper discusses the notions of explainability and interpretability when using decision tree learning and agent based modeling to approximate financial time series. And how they related to the selected learning alg...
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Withthe rapid advancement of Artificial Intelligence (AI) in recent years, there has been a growing body of AI-related research in the field of Network Intrusion Detection systems (NIDSs). In this paper, a network in...
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In recent past, Convolutional Neural Network becomes a prominent methodology used in Music Information Retrieval (MIR) projects, such as audio classification, mood recognition, auto tagging of music then on. Music aut...
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"computer Organization and Architecture" is one of the most important fundamental courses for those majoring in computer science and engineering. the contents of the curriculum are crucial for entire compute...
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ISBN:
(纸本)9781424453320
"computer Organization and Architecture" is one of the most important fundamental courses for those majoring in computer science and engineering. the contents of the curriculum are crucial for entire computer discipline and computersystems. As a result, the curriculum plays an important role in training computer science students. this paper begins withthe discussion on principles and goals of the curriculum. then, it describes teaching philosophy and methods, improvements of contents, along withtheir effects, for lectures and experiments of the curriculum. Finally we review some experiences from the development and teaching of the curriculum. this paper intends to share experiences in teaching the curriculum with other institutes in China and provide them with a potentially useful instructional model.
After acceptance of artificial intelligence paradigm, a number of successful artificial intelligence systems werecreated. the most successful area of artificial intelligence is knowledge based systems (KBS). In indust...
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As network usage is increasing recently, providers are faced withthe dual challenge of enhancing network performance while also optimizing link utilization. In a provider's network with a redundant structure, the...
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Intrusion detection can decide whether there are dangerous user behaviors. It can also timely detect network security vulnerabilities of inner attacks, and it can make quick response and improve network security. ther...
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