2020
DOI: 10.3390/e22080901
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An Intelligent Multi-View Active Learning Method Based on a Double-Branch Network

Abstract: Artificial intelligence is one of the most popular topics in computer science. Convolutional neural network (CNN), which is an important artificial intelligence deep learning model, has been widely used in many fields. However, training a CNN requires a large amount of labeled data to achieve a good performance but labeling data is a time-consuming and laborious work. Since active learning can effectively reduce the labeling effort, we propose a new intelligent active learning method for deep learning, which i… Show more

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Cited by 4 publications
(2 citation statements)
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“…The conditional probability table stores the probability of occurrence of the current node under different parent nodes, as shown in Tables 1, 2, and 3. The strength of dependence between nodes can be expressed through conditional probability [12]. Variables in Bayesian networks can be either continuous variables or discrete variables.…”
Section: Related Theories and Techniquesmentioning
confidence: 99%
“…The conditional probability table stores the probability of occurrence of the current node under different parent nodes, as shown in Tables 1, 2, and 3. The strength of dependence between nodes can be expressed through conditional probability [12]. Variables in Bayesian networks can be either continuous variables or discrete variables.…”
Section: Related Theories and Techniquesmentioning
confidence: 99%
“…Sanayi 4.0 kavramı dördüncü endüstri devrimi için kullanılan bir terimdir (Drath ve Horc., 2016, ss. [56][57][58]. Endüstri 4.0 en kapsamlı tanımıyla, bireysel müşteri ihtiyaçlarını karşılamak amacıyla endüstriyel üretimi temsil eden, verimlilik, karlılık ve kalite gibi hedeflerle, örgütlerde yönetim, ar-ge, üretim, pazarlama ve üretilen malların döngüsüne kadar geniş bir alanı etkileyen işletme üretim süreçlerinin dijitalleşmesidir (Neugebauer vd., 2016).…”
Section: Tarihsel Süreçte Endüstri Devrimleri Ve Endüstri 40 Kavramıunclassified