[HTML][HTML] 人工智能与物联网在大气科学领域中的应用

张敬林, 薛珂, 杨智鹏, 张峰, 张人禾, 杨杰, 封国林 - 地球物理学进展, 2022 - dzkx.org
… of deep learning methods. This article also introduces the application of the … Internet of things
architecture … about four kinds of cloud systems in GMS images based on neural network. J …

基于O-DAE 和SVDD 的汽轮机异常检测方法.

许伟明, 李学敏, 张祎, 培泽… - Zhejiang Electric …, 2023 - search.ebscohost.com
… Finally,the deep learning methods with different architectures … traditional anomaly detection
method,the anomaly detectionAnomaly detection,analysis and prediction techniques in IoT

基于机器学习的物联网入侵检测系统综述.

王振东, 张林, 李大海 - Journal of Computer Engineering & …, 2021 - search.ebscohost.com
… the security of the Internet of things. With the continuous … detection based on anomaly
detection and misuse detection[C]//… Recurrent neural networks and deep neural networks based …

煤矿工业物联网设备识别模型.

郝秦霞, 李慧敏 - Journal of Mine Automation, 2024 - search.ebscohost.com
… 但上述 2 种模型均需手动提取流量特征,IoT 设备类型众 多,特征构造复杂,不适用于… Malware
traffic classification using convolutional neural networklearning[C]. International Conference …

基于时空图卷积网络的无人机网络入侵检测方法

陈卓, 吕娜, 陈坤, 张彦晖, 高维廷 - 北京航空航天大学学报, 2021 - bhxb.buaa.edu.cn
… [6] DESHMUKH MMK, KAPSE AA survey on outlier detection technique in streaming data
using data clustering approach[J].International Journal of Engineering and Computer Science, …

[HTML][HTML] 基于Raw I/Q 和深度学习的射频指纹识别方法综述

陈翔, 汪连栋, 许雄, 申绪涧, 冯蕴天 - 雷达学报, 2022 - radars.ac.cn
… on the classification and discussion of the deep neural network model of RFF using raw I/Q, …
Zero-bias deep learning for accurate identification of internet-of-things (IoT) devices[J]. IEEE …

深度神经网络模型量化方法综述

杨春, 张睿尧, 黄泷, 遆书童, 林金辉, 董志伟… - 工程科学 …, 2023 - cje.ustb.edu.cn
using deep learning and its applications via large-scale pretrained deep neural network
to the high complexity of the neural network architecture, substantial storage overhead, and …

[PDF][PDF] 基于地空频谱在线学习的地震前电磁异常检测

刘立, 王真, 韩光洁, 徐政伟 - 太赫兹科学与电子信息学报, 2021 - researching.cn
Convolutional Neural Network(CNN) online preearthquake electromagnetic anomaly detection
… spectrum, the pre-earthquake electromagnetic anomaly detection is performed in multi-…

[PDF][PDF] 基于相似度对比学习的连接器零样本异常检测方法

王月, 银兴行, 郑帅, 刘永旭, 王鹏 - 仪器仪表学报, 2024 - researchgate.net
… a novel zeroshot anomaly detection method. By synthesizing random … Keywords:anomaly
detection; deep learning; zero-shot learning; few-… 1 Architecture of zero-shot anomaly detector

[PDF][PDF] 考虑行业关联度的工业用户用电异常识别研究

陈静, 郑垂锭, 李桂敏, 江灏, 缪希仁 - 仪器仪表学报, 2023 - yqyb.cnjournals.com
… patterns, a power consumption anomaly identification method considering industry relevance
is … Review of load data analytics using deep learning in smart grids: Open load datasets, …