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检索条件"主题词=Machine Learning Algorithms"
25364 条 记 录,以下是4891-4900 订阅
排序:
Push-Sum on Random Graphs: Almost Sure Convergence and Convergence Rate
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IEEE TRANSACTIONS ON AUTOMATIC CONTROL 2020年 第3期65卷 1295-1302页
作者: Rezaienia, Pouya Gharesifard, Bahman Linder, Tamas Touri, Behrouz Univ British Columbia Sauder Sch Business Vancouver BC V6T 1Z4 Canada Queens Univ Dept Math & Stat Kingston ON K7L 3N6 Canada Univ Calif San Diego Dept Elect & Comp Engn La Jolla CA 92093 USA
In this paper, we study the problem of achieving average consensus over a random time-varying sequence of directed graphs by extending the class of so-called push-sum algorithms to such random scenarios. Provided that... 详细信息
来源: 评论
Edge-Cloud Continuum Solutions for Urban Mobility Prediction and Planning
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IEEE ACCESS 2023年 11卷 38864-38874页
作者: Belcastro, Loris Marozzo, Fabrizio Orsino, Alessio Talia, Domenico Trunfio, Paolo Univ Calabria Dept Informat Modeling Elect & Syst DIMES I-87036 Arcavacata Di Rende Italy
In recent years, there has been an increase in the use of edge-cloud continuum solutions to efficiently collect and analyze data generated by IoT devices. In this paper, we investigate to what extent these solutions c... 详细信息
来源: 评论
Design on Early Warning System for Renal Cancer Recurrence Based on CNN-Based Internet of Things
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IEEE ACCESS 2022年 10卷 34835-34845页
作者: Liu, Dong Shao, Jinkai Liu, Honggang Cheng, Wei Shanxi Prov Peoples Hosp Dept Urol Taiyuan 030012 Peoples R China Shanxi Med Univ Shanxi Bethune Hosp Dept Urol Hosp 3 Taiyuan 030032 Peoples R China Huazhong Univ Sci & Technol Tongji Hosp Dept Urol Tongji Med Coll Wuhan 430030 Peoples R China
Kidney cancer is a type of urinary system tumor. The incidence of kidney cancer, which is second only to bladder cancer, has shown an overall upward trend in recent years. However, the early judgment of kidney cancer ... 详细信息
来源: 评论
Maximal Correlation Regression
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IEEE ACCESS 2020年 8卷 26591-26601页
作者: Xu, Xiangxiang Huang, Shao-Lun Tsinghua Univ Dept Elect Engn Beijing 100084 Peoples R China Tsinghua Berkeley Shenzhen Inst DSIT Res Ctr Shenzhen 518055 Peoples R China
In this paper, we propose a novel regression analysis approach, called maximal correlation regression, by exploiting the ideas from the Hirschfeld-Gebelein-Renyi (HGR) maximal correlation. We show that in supervised l... 详细信息
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Real World Object Detection Dataset for Quadcopter Unmanned Aerial Vehicle Detection
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IEEE ACCESS 2020年 8卷 174394-174409页
作者: Pawelczyk, Maciej L. Wojtyra, Marek Warsaw Univ Technol Inst Aeronaut & Appl Mech PL-00665 Warsaw Poland
Recent years have shown a noticeable rise in the number of incidents with drones, related to both civilian and military installations. While drone neutralization techniques have become increasingly effective, detectio... 详细信息
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Comparative study of ML models for IIoT intrusion detection: impact of data preprocessing and balancing
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NEURAL COMPUTING & APPLICATIONS 2024年 第13期36卷 6955-6972页
作者: Eid, Abdulrahman Mahmoud Soudan, Bassel Nasif, Ali Bou Injadat, Mohammadnoor Univ Sharjah Coll Comp & Informat Dept Comp Engn Sharjah U Arab Emirates Zarqa Univ Fac Informat Technol Dept Data Sci & Al Zarqa Jordan
This study investigates the effectiveness of six prominent machine learning models-random forest, decision trees, K-nearest neighbor, logistic regression, support vector machines, and Naive Bayes-for intrusion detecti... 详细信息
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Sensing Coverage-Based Cooperative Spectrum Detection in Cognitive Radio Networks
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IEEE SENSORS JOURNAL 2019年 第13期19卷 5325-5332页
作者: Kim, Junhee Choi, Jihwan P. Daegu Gyeongbuk Inst Sci & Technol Dept Informat & Commun Engn Daegu 42988 South Korea
With the advancement of the Internet of Things (IoT), conventional principles of spectrum allocation cannot mitigate spectrum depletion so that a cognitive radio technology is proposed as a solution. The hidden primar... 详细信息
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Indoor Positioning System Using Synthetic Training and Data Fusion
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IEEE ACCESS 2021年 9卷 115687-115699页
作者: Assayag, Yuri Oliveira, Horacio Souto, Eduardo Barreto, Raimundo Pazzi, Richard Univ Fed Amazonas Inst Comp BR-69067005 Manaus Amazonas Brazil Ontario Tech Univ UOIT Fac Business & Informat Technol Oshawa ON L1H 7K4 Canada
Indoor Positioning Systems (IPSs) are used to estimate the position of mobile devices in indoor environments. Fingerprinting is the most used technique because of its higher accuracy. However, this technique requires ... 详细信息
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Byzantine Resilient Non-Convex SCSG With Distributed Batch Gradient Computations
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IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS 2021年 7卷 754-766页
作者: Bulusu, Saikiran Khanduri, Prashant Kafle, Swatantra Sharma, Pranay Varshney, Pramod K. Syracuse Univ Dept EECS Syracuse NY 13244 USA Univ Minnesota Dept ECE Minneapolis MN 55455 USA
Distributed learning is an important paradigm in the current machine learning algorithms with large datasets. In this paper, distributed stochastic optimization problem of minimizing a nonconvex function in an adversa... 详细信息
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Recognition of Trip-Based Aggressive Driving: A System Integrated With Gaussian Mixture Model Structured of Factor-Analysis, and Hierarchical Clustering
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IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 2022年 第11期23卷 20442-20451页
作者: Wang, Junhua Xu, Wenxiang Fu, Ting Jiang, Rui Tongji Univ Key Lab Rd & Traff Engn Minist Educ Shanghai 201804 Peoples R China China Shandong Int Econ & Tech Cooperat Grp Ltd Investment & Dev Dept Jinan 250098 Shandong Peoples R China
Recognition of aggressive driving behavior helps future research and practices in Intelligent Transport Systems. This paper tries to briefly explain the concepts related to aggressive driving behavior and introduces a... 详细信息
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