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检索条件"机构=Science and Technology on Parallel and Distribution Processing Laboratory"
444 条 记 录,以下是41-50 订阅
排序:
Transfer learning for deep neural network-based partial differential equations solving
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Advances in Aerodynamics 2021年 第1期3卷 635-648页
作者: Xinhai Chen Chunye Gong Qian Wan Liang Deng Yunbo Wan Yang Liu Bo Chen Jie Liu Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense TechnologyChangshaChina China Aerodynamics Research and Development Center MianyangChina.
Deep neural networks(DNNs)have recently shown great potential in solving partial differential equations(PDEs).The success of neural network-based surrogate models is attributed to their ability to learn a rich set of ... 详细信息
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Large-scale graph processing systems: a survey
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信息与电子工程前沿(英文版) 2020年 第3期21卷 384-404页
作者: Ning LIU Dong-sheng LI Yi-ming ZHANG Xiong-lve LI Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense TechnologyChangsha 410000China
Graph is a significant data structure that describes the relationship between entries. Many application domains in the real world are heavily dependent on graph data. However, graph applications are vastly different f... 详细信息
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Jammer Localization for Wireless Sensor Networks
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Chinese Journal of Electronics 2023年 第4期20卷 735-738页
作者: SUN Yanqiang WANG Xiaodong ZHOU Xingming National Key Laboratory for Parallel and Distributed Processing College of Computer Science National University of Defense Technology Changsha China
Jamming attack can severely affect the performance of Wireless sensor networks (WSNs) due to the broadcast nature of wireless medium. In order to localize the source of the attacker, we in this paper propose a jammer ... 详细信息
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Smoothing Point Adjustment-Based Evaluation of Time Series Anomaly Detection
Smoothing Point Adjustment-Based Evaluation of Time Series A...
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International Conference on Acoustics, Speech, and Signal processing (ICASSP)
作者: Mingyu Liu Yijie Wang Hongzuo Xu Xiaohui Zhou Bin Li Yongjun Wang Science and Technology on Parallel and Distributed Processing Laboratory College of Computer National University of Defense Technology Changsha China
Anomalies in time series appear consecutively, forming anomaly segments. Applying the classical point-based evaluation metrics to evaluate the detection performance of segments leads to considerable underestimation, s... 详细信息
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Effective Anomaly Detection Based on Reinforcement Learning in Network Traffic Data  27
Effective Anomaly Detection Based on Reinforcement Learning ...
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27th IEEE International Conference on parallel and Distributed Systems, ICPADS 2021
作者: Wang, Zhongyang Wang, Yijie Xu, Hongzuo Wang, Yongjun National University of Defense Technology Science and Technology on Parallel Distributed Processing Laboratory College of Computer China
Mixed-type data with both categorical and numerical features are ubiquitous in network security, but the existing methods are minimal to deal with them. Existing methods usually process mixed-type data through feature... 详细信息
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Deep reinforcement learning:a survey
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Frontiers of Information technology & Electronic Engineering 2020年 第12期21卷 1726-1744页
作者: Hao-nan WANG Ning LIU Yi-yun ZHANG Da-wei FENG Feng HUANG Dong-sheng LI Yi-ming ZHANG Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense TechnologyChangsha 41OOOOChina
Deep reinforcement learning(RL)has become one of the most popular topics in artificial intelligence *** has been widely used in various fields,such as end-to-end control,robotic control,recommendation systems,and natu... 详细信息
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Multi-Layer Feature Division Transferable Adversarial Attack
Multi-Layer Feature Division Transferable Adversarial Attack
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International Conference on Acoustics, Speech, and Signal processing (ICASSP)
作者: Zikang Jin Changchun Yin Piji Li Lu Zhou Liming Fang Xiangmao Chang Zhe Liu College of Computer Science and Technology Nanjing University of Aeronautics and Astronautics China Science and Technology on Parallel and Distributed Processing Laboratory (PDL) China
Improving the transferability of adversarial examples for the purpose of attacking unknown black-box models has been intensively studied. In particular, feature-level transfer-based attacks, which destroy the intermed... 详细信息
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EdgeAnchor: A Rapid and Balanced File Storage Strategy at the Network Edge
EdgeAnchor: A Rapid and Balanced File Storage Strategy at th...
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International Conference on parallel and Distributed Systems (ICPADS)
作者: Han Liu Xingrui Xie Zhuopu Zhang Geyao Cheng Lailong Luo Deke Guo Science and Technology on Information Systems Engineering Laboratory National University of Defense Technology National Laboratory for Parallel and Distributed Processing National University of Defense Technology
Storing files at the network edge has become a new paradigm of storage systems, which is promising to mitigate network congestion and reduce file retrieval latency. However, the traditional file storage scheme cannot ...
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Word Embedding-based Context-sensitive Network Flow Payload Anomaly Detection  3
Word Embedding-based Context-sensitive Network Flow Payload ...
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3rd International Conference on Applied Machine Learning, ICAML 2021
作者: Li, Yizhou Wang, Yijie Cheng, Li Xu, Hongzuo Science and Technology on Parallel and Distributed Processing Laboratory College of Computer National University of Defense Technology Changsha China
Payload anomaly detection can discover malicious beliaviors tiidden in network packets. It is liard to liandle payload due to its various possible characters and complex semantic context, and tlius identifying abnorma... 详细信息
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A Novel Deep Neural Network Model for Credit Risk Prediction of Chinese Farmers  6
A Novel Deep Neural Network Model for Credit Risk Prediction...
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6th IEEE International Conference on Data science in Cyberspace, DSC 2021
作者: Xie, Yalong Li, Aiping Liu, Ziniu Chen, Kai Tu, Hongkui College Of Computer National University Of Defense Technology Science And Technology On Parallel And Distributed Processing Laboratory Changsha China
China is a big agricultural county with more than 500 million rural population. In China, farmers usually loan from rural commercial banks or rural credit cooperatives. It is crucial for the national economic developm... 详细信息
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