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Unknown DDoS Attack Detection with Sliced Iterative Normalizing Flows Technique
《Computers, Materials & Continua》2025年第3期4881-4912,共32页Chin-Shiuh Shieh Thanh-Lam Nguyen Thanh-Tuan Nguyen Mong-Fong Horng 
supported by the National Science and Technology Council,Taiwan with grant numbers NSTC 112-2221-E-992-045,112-2221-E-992-057-MY3,and 112-2622-8-992-009-TD1.
DDoS attacks represent one of the most pervasive and evolving threats in cybersecurity,capable of crippling critical infrastructures and disrupting services globally.As networks continue to expand and threats become m...
关键词：Distributed denial of service sliced iterative normalizing flows open-set recognition CYBERSECURITY deep learning 
Counteracting Alzheimer’s disease via normalizing neurovascular unit with a self-regulated multi-functional nano-modulator
《Acta Pharmaceutica Sinica B》2024年第12期5464-5478,共15页Xue Xia Ya Wei Qianqian Huang Yang Zhou Xiaorong Wang Yulong Shi Xiaotong Yang Wenqin Yang Yiwei Zhang Ting Lei Yuan Huang Hanmei Li Meng Qin Huile Gao 
supported by Research and Development Program of Science and Technology Department of Sichuan Province(2022JDJQ0050,China);111 Project(B18035,China);the National Natural Science Foundation of China(No.82373801,China).
The neurovascular unit(NVU)is highly responsible for cerebral homeostasis and its dysfunc-tion emerges as a critical contributor to Alzheimer’s disease(AD)pathology.Hence,rescuing NVU dysfunction might be a viable ap...
关键词：Alzheimer’s disease Targeted delivery Pathological bloodebrain barrier Neurovascular unit Receptor for advanced glycation end products Gene delivery ANTI-INFLAMMATION Synergetic therapy 
ReChoreoNet: Repertoire-based Dance Re-choreography with Music-conditioned Temporal and Style Clues
《Machine Intelligence Research》2024年第4期771-781,共11页Ho Yin Au Jie Chen Junkun Jiang Yike Guo 
supported by the Theme-based Research Scheme,Research Grants Council of Hong Kong,China(T45-205/21-N).
To generate dance that temporally and aesthetically matches the music is a challenging problem in three aspects.First,the generated motion should be beats-aligned to the local musical features.Second,the global aesthe...
关键词：Generative model cross-modality learning normalizing flow tempo synchronization style transfer. 
Pretreating and normalizing metabolomics data for statistical analysis被引量：1
《Genes & Diseases》2024年第3期188-205,共18页Jun Sun Yinglin Xia 
supported by the Crohn's&Colitis Foundation Senior Research Award(No.902766 to J.S.);The National Institute of Diabetes and Digestive and Kidney Diseases(No.R01DK105118-01 and R01DK114126 to J.S.);United States Department of Defense Congressionally Directed Medical Research Programs(No.BC191198 to J.S.);VA Merit Award BX-19-00 to J.S.
Metabolomics as a research field and a set of techniques is to study the entire small molecules in biological samples.Metabolomics is emerging as a powerful tool generally for pre-cision medicine.Particularly,integrat...
关键词：Data centering and scaling Data normalization Data transformation Missing values MS-Baseddata preprocessing NMRData preprocessing OUTLIERS Preprocessing/pretreatment 
Large-scale self-normalizing neural networks
《Journal of Automation and Intelligence》2024年第2期101-110,共10页Zhaodong Chen Weiqin Zhao Lei Deng Yufei Ding Qinghao Wen Guoqi Li Yuan Xie 
National Key R&D Program of China(2018AAA0102600);National Natural Science Foundation of China(No.61876215,62106119);Beijing Academy of Artificial Intelligence(BAAI),China;Chinese Institute for Brain Research,Beijing,and the Science and Technology Major Project of Guangzhou,China(202007030006).
Self-normalizing neural networks(SNN)regulate the activation and gradient flows through activation functions with the self-normalization property.As SNNs do not rely on norms computed from minibatches,they are more fr...
关键词：Self-normalizing neural network Mean-field theory Block dynamical isometry Activation function 
Efficient parameter inference for gravitational wave signals in the presence of transient noises using temporal and time-spectral fusion normalizing flow
《Chinese Physics C》2024年第4期240-251,共12页孙天阳 熊春雨 金上捷 王钰鑫 张敬飞 张鑫 
the National SKA Program of China(2022SKA0110200,2022SKA0110203);the National Natural Science Foundation of China(11975072,11875102,11835009);the National 111 Project(B16009)。
Glitches represent a category of non-Gaussian and transient noise that frequently intersects with gravitational wave(GW)signals,thereby exerting a notable impact on the processing of GW data.The inference of GW parame...
关键词：gravitational wave glitch non-Gaussian and transient noise normalizing flow machine learning likelihood-free parameter inference 
Precipitation kinetics and strengthening of M_(23)C_(6) in novel G115 martensitic steel:Utilizing secondary normalizing
《Progress in Natural Science:Materials International》2024年第2期396-407,共12页Chengxian Zhang Zhi Yuan Qiuzhi Gao Qingshuang Ma Hailian Zhang Jing Bai Huijie Zhang Liming Yu Huijun Li 
The grants and financial supports from the National Natural Science Foundation of China(Grant Nos.52171107,52201203);the National Natural Science Foundation of China-Joint Fund of Iron and Steel Research(Grant No.U1960204);the“333”Talent Project of Hebei Province(No.B20221001)
G115 martensitic steel is anticipated to be one of the preferred candidate materials in ultra-super critical(USC)power plants with steam temperatures above 650℃.Microstructure evolutions and mechanical properties of ...
关键词：G115 martensitic steel Precipitation kinetics Secondary normalizing M_(23)C_(6)phase Strengthening mechanisms 
Prediction for nonlinear time series by improved deep echo state network based on reservoir states reconstruction
《Autonomous Intelligent Systems》2024年第1期368-378,共11页Qiufeng Yu Hui Zhao Li Teng Li Li Ansar Yasar Stephane Galland 
supported in part by the National Natural Science Foundation of China under Grant Nos.72171172 and 62088101;in part by Shanghai Municipal Science and Technology,China Major Project under Grant No.2021SHZDZX0100;in part by Shanghai Research Institute of China Engineering Science and Technology Development Strategy,Strategic Research and Consulting Project,under Grant No.2022-DFZD-33-02;in part by Chinese Academy of Engineering,Strategic Research and Consulting Program,under Grant No.2022-XY-100。
With the aim to enhance prediction accuracy for nonlinear time series,this paper put forward an improved deep Echo State Network based on reservoir states reconstruction driven by a Self-Normalizing Activation(SNA)fun...
关键词：Echo state networks Time series prediction Reconstruction model Self-normalizing activation function Reservoir computing 
Advancing space-based gravitational wave astronomy: Rapid parameter estimation via normalizing flows被引量：2
《Science China(Physics,Mechanics & Astronomy)》2024年第3期20-33,共14页Minghui Du Bo Liang He Wang Peng Xu Ziren Luo Yueliang Wu 
supported by the National Key Research and Development Program of China (Grant Nos. 2021YFC2203004, and 2021YFC2201903);supported by the National Natural Science Foundation of China (Grant Nos. 12147103, and 12247187);the Fundamental Research Funds for the Central Universities。
Gravitational wave(GW) astronomy is witnessing a transformative shift from terrestrial to space-based detection, with missions like Taiji at the forefront. While the transition brings unprecedented opportunities for e...
关键词：Taiji program gravitational wave detection parameter estimation machine learning 
Discriminatively Constrained Semi-Supervised Multi-View Nonnegative Matrix Factorization with Graph Regularization
《Big Data Mining and Analytics》2024年第1期55-74,共20页Guosheng Cui Ye Li Jianzhong Li Jianping Fan 
This work was supported by the National Key Research and Development Project of China(No.2019YFB2102500);the Strategic Priority CAS Project(No.XDB38040200);the National Natural Science Foundation of China(Nos.62206269,U1913210);the Guangdong Provincial Science and Technology Projects(Nos.2022A1515011217,2022A1515011557);the Shenzhen Science and Technology Projects(No.JSGG20211029095546003)。
Nonnegative Matrix Factorization(NMF)is one of the most popular feature learning technologies in the field of machine learning and pattern recognition.It has been widely used and studied in the multi-view clustering t...
关键词：MULTI-VIEW semi-supervised clustering discriminative information geometric information feature normalizing strategy 
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