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Titlebook: Intelligence Science and Big Data Engineering. Big Data and Machine Learning; 9th International Co Zhen Cui,Jinshan Pan,Jian Yang Conferenc

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楼主: estrange
发表于 2025-3-26 22:14:26 | 显示全部楼层
Data Augmentation for Deep Learning of Judgment Documents,ansforming the original data. We use three methods for data augmentation on different scales of original data in solving the crime prediction problem based on the description of the cases, and find that the effects of data augmentation are different for different models and different fundamental data quantities.
发表于 2025-3-27 04:58:47 | 显示全部楼层
Conference proceedings 2019heoretic and Bayesian approaches, probabilistic graphical models, big data analysis, neural networks and neuro-informatics, bioinformatics, computational biology and brain-computer interfaces, as well as advances in fundamental pattern recognition techniques relevant to image processing, computer vision and machine learning... .
发表于 2025-3-27 09:00:18 | 显示全部楼层
0302-9743 computational biology and brain-computer interfaces, as well as advances in fundamental pattern recognition techniques relevant to image processing, computer vision and machine learning... .978-3-030-36203-4978-3-030-36204-1Series ISSN 0302-9743 Series E-ISSN 1611-3349
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Revisit Lmser from a Deep Learning Perspective,everal Lmser functions with experiments on image recognition, reconstruction, association recall, and so on. Experiments demonstrate that Lmser indeed works as indicated in the original paper, and it has promising performance in various applications.
发表于 2025-3-28 02:07:46 | 显示全部楼层
A New Network Traffic Identification Base on Deep Factorization Machine,s and high-order feature crosses are fused and give the classified result. We validate our method on Moore dataset which is widely used in network traffic research. Our results demonstrate that DeepFM model not only have a strong ability of network traffic identification but also can reveal some inherent correlation between the attributes.
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