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检索条件"主题词=Classical machine learning algorithms"
6 条 记 录,以下是1-10 订阅
排序:
Optimizing anomaly-based attack detection using classification machine learning
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NEURAL COMPUTING & APPLICATIONS 2024年 第6期36卷 3239-3257页
作者: Gouda, Hany Abdelghany Ahmed, Mohamed Abdelslam Roushdy, Mohamed Ismail Helwan Univ Fac Commerce & Business Adm Dept Informat Syst Cairo Egypt Future Univ Egypt Fac Comp & Informat Technol Comp Sci Dept Cairo Egypt
One of the significant aspects of our digital world is that data are literally everywhere, and it is increasing. On the other hand, the number of cyberattacks aiming to seize this data and use it illegally is increasi... 详细信息
来源: 评论
Different Hybrid Prediction's machine learning algorithms for Quantitative Analysis in Laser-Induced Breakdown Spectroscopy
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JOURNAL OF APPLIED SPECTROSCOPY 2023年 第3期90卷 705-716页
作者: Rezaei, Mohsen Rezaei, Fatemeh Karimi, Parvin Univ Sci & Technol Mazandaran Dept Ind Engn Behshahr Iran KN Toosi Univ Technol Dept Phys Tehran Iran Islamic Azad Univ Dept Phys South Tehran Branch Tehran Iran
Laser-induced breakdown spectroscopy (LIBS) technique is employed for quantitative analysis of aluminum samples by different classical machine learning approaches. A Q-switch Nd:YAG laser at a fundamental harmonic of ... 详细信息
来源: 评论
Comparative analysis of Air Quality Index prediction using deep learning algorithms
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SPATIAL INFORMATION RESEARCH 2024年 第1期32卷 63-72页
作者: Mishra, Ankita Gupta, Yogesh Banasthali Vidyapith Comp Sci & Engn Radha Kishnpura Rajasthan India
This paper comprehensively reviews and compares methodologies used to monitor air quality and their impact on human health. With urbanization and industrialization increasing in emerging nations, air pollution levels ... 详细信息
来源: 评论
Modelling and comparison for low-voltage broadband power line noise using LS-SVM and wavelet neural networks
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IET COMMUNICATIONS 2019年 第2期13卷 171-178页
作者: Zhao, Xiongwen Zhang, Hui Li, Liang Lu, Wenbing Ding, Yi Liu, Junyu North China Elect Power Univ Sch Elect & Elect Engn Beijing 102206 Peoples R China State Grid Informat & Telecommun Ltd Co Beijing 100070 Peoples R China
This study is to construct the autoregressive models for the low-voltage broadband power line communication (PLC) channel noise by two machine learning algorithms, namely the least square support vector machine (LS-SV... 详细信息
来源: 评论
Graph Convolutional Networks for Categorizing Online Harassment on Twitter  20
Graph Convolutional Networks for Categorizing Online Harassm...
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20th IEEE International Conference on machine learning and Applications (ICMLA)
作者: Saeidi, Mozhgan Milios, Evangelos Zeh, Norbert Dalhousie Univ Dept Comp Sci Halifax NS Canada
Twitter is one of the social media platforms that people express themselves freely. Harassment is one consequence of these such platforms, which is hard to obstruct. Text categorization and classification is a task th... 详细信息
来源: 评论
Quantum Version of the k-NN Classifier Based on a Quantum Sorting Algorithm
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ANNALEN DER PHYSIK 2022年 第5期534卷 2100449-2100449页
作者: Quezada, L. F. Guo-Hua Sun Shi-Hai Dong Huzhou Univ Res Ctr Quantum Phys Huzhou 313000 Peoples R China UPALM Inst Politecn Nacl Lab Comp Inteligente Ctr Invest Comp Ciudad De Mexico 07700 Mexico UPALM Inst Politecn Nacl Lab Informac Cuant Ctr Innovac & Desarrollo Tecnol Comp Ciudad De Mexico 07700 Mexico
In this work a quantum sorting algorithm with adaptable requirements of memory and circuit depth is introduced, and is used to develop a new quantum version of the classical machine learning algorithm known as k-neare... 详细信息
来源: 评论