ANOMALY DETECTION ON SEQUENTIAL LOG DATA USING A RESIDUAL NEURAL NETWORK

• 1. Context-aware feature embedding and anomaly detection of sequential log data using deep recurrent neural networks [P] . US11218498B2 . 2022-01-04

  机译： 使用深惯性神经网络嵌入和异常检测顺序日志数据的上下文感知功能

• 2. CONTEXT-AWARE FEATURE EMBEDDING AND ANOMALY DETECTION OF SEQUENTIAL LOG DATA USING DEEP RECURRENT NEURAL NETWORKS [P] . EP3847585A1 . 2021-07-14

  机译： 使用深度复发性神经网络嵌入和异常检测顺序日志数据的上下文感知功能

• 3. CONTEXT-AWARE FEATURE EMBEDDING AND ANOMALY DETECTION OF SEQUENTIAL LOG DATA USING DEEP RECURRENT NEURAL NETWORKS [P] . 世界知识产权组织专利： WO2020050920A1 . 2020-03-12

  机译： 基于深度递归神经网络的时序日志数据的上下文感知特征嵌入和异常检测

• 1. Sequential Detection Based on Hopfieid Neural Network [J] . 毕光国 高技术通讯：英文版 . 1995,第002期
• 2. Network anomaly detection using channel boosted and residual learning based deep convolutional neural network [J] . Chouhan Naveed, Khan Asifullah, Khan Haroon-ur-Rasheed Applied Soft Computing . 2019,第期
• 3. Sequential Anomaly Detection in Wireless Sensor Networks and Effects of Long-Range Dependent Data [J] . Shanshan Zheng, John S. Baras Sequential analysis . 2012,第4期
• 4. Automatic Detection of Geoelectric Boundaries According to Lateral Logging Sounding Data by Applying a Deep Convolutional Neural Network [J] . Loginov G. N., Petrov A. M. Russian Geology and Geophysics . 2019,第11期
• 5. RELIABILITY FOR UNMANNED AERIAL VEHICLES THROUGH AUTOMATIC FLIGHT DATA ANALYSES: FROM SINGLE FLIGHT LOGS, TO POPULATION STATISTICS, TO ANOMALY DETECTION USING ARTIFICIAL NEURAL NETWORKS [C] . Johannes Brand, Beat Kung, Kevin Sartori, XPONENTIAL (Conference) . 2018
• 6. Network System Anomaly Detection by Log Analysis利用統計は来月からご利用いただけます [D] . 大友 一樹 2019
• 7. LLAD: Life-Log Anomaly Detection Based on Recurrent Neural Network LSTM [O] . Ermal Elbasani, Jeong-Dong Kim 2021
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• 9. Cyber Data Anomaly Detection Using Autoencoder Neural Networks. [R] . Butt, S. A. 2018

• 1. A New Sequential Detection Based on Hopfield Neural Network in Frequency Selective Fading Channels [J] . WengJianfeng ,BiGuangguo . 通信学报 . 1995,第004期
• 2. A Neural Network Approach for Misuse and Anomaly Intrusion Detection [J] . YAOYu YUGe GAOFu-xiang . 武汉大学自然科学学报：英文版 . 2005,第1期
• 3. Detection of t(9;22) Chromosome Translocation Using Deep Residual Neural Network [J] . Jiahe Yan ,Emily Tucci ,Nathaniel Jaffe . 电脑和通信（英文） . 2019,第12期
• 4. Application of wavelet neural network in the acoustic logging-while-drilling waveform data processing [J] . ZHANG Wei ,SHI Yi-bing . 通讯和计算机 . 2007,第008期
• 5. Sequential Reduct for Online Hybrid Data Based on Fuzzy-rough Techniques [C] . YE Yuling ,SAN Ye . 2007全国控制科学与工程博士生学术论坛 . 2007
• 6. Fire Detection Method Based on Video Images Using Convolutional Neural Network [A] . Hicintuka Jean Philippe . 2020