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Federated Learning for IoT Applications最新文献

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Personalized Federated Learning 个性化联合学习
Federated Learning for IoT Applications Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-85559-8_3
K. Kishor
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引用次数: 2
Federated Learning: Challenges, Methods, and Future Directions 联邦学习:挑战、方法和未来方向
Federated Learning for IoT Applications Pub Date : 2022-01-01 DOI: 10.1007/978-3-030-85559-8_13
Pushpa Singh, M. Singh, R. Singh, Narendra Singh
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引用次数: 6
Communication-Efficient Federated Learning 高效沟通的联邦学习
Federated Learning for IoT Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-85559-8_9
K. Kishor
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引用次数: 1
Introduction to Federated Learning 联邦学习简介
Federated Learning for IoT Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-85559-8_1
M. Pandey, Shubhangi Pandey, Ajit Kumar
{"title":"Introduction to Federated Learning","authors":"M. Pandey, Shubhangi Pandey, Ajit Kumar","doi":"10.1007/978-3-030-85559-8_1","DOIUrl":"https://doi.org/10.1007/978-3-030-85559-8_1","url":null,"abstract":"","PeriodicalId":171229,"journal":{"name":"Federated Learning for IoT Applications","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130533804","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Federated Machine Learning with Data Mining in Healthcare 医疗保健中数据挖掘的联邦机器学习
Federated Learning for IoT Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-85559-8_15
Nitesh Singh Bhati, Garvit Chugh, Bhoopesh Singh Bhati
{"title":"Federated Machine Learning with Data Mining in Healthcare","authors":"Nitesh Singh Bhati, Garvit Chugh, Bhoopesh Singh Bhati","doi":"10.1007/978-3-030-85559-8_15","DOIUrl":"https://doi.org/10.1007/978-3-030-85559-8_15","url":null,"abstract":"","PeriodicalId":171229,"journal":{"name":"Federated Learning for IoT Applications","volume":"392 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123201104","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Communication-Efficient Federated Learning in Wireless-Edge Architecture 无线边缘架构中高效通信的联邦学习
Federated Learning for IoT Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-85559-8_8
Sugandha Gupta, Sapna Katiyar
{"title":"Communication-Efficient Federated Learning in Wireless-Edge Architecture","authors":"Sugandha Gupta, Sapna Katiyar","doi":"10.1007/978-3-030-85559-8_8","DOIUrl":"https://doi.org/10.1007/978-3-030-85559-8_8","url":null,"abstract":"","PeriodicalId":171229,"journal":{"name":"Federated Learning for IoT Applications","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121180631","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Prospective Study of Federated Machine Learning in Medical Science 联邦机器学习在医学中的前瞻性研究
Federated Learning for IoT Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-85559-8_7
Rijwan Khan, Mahima Gupta, P. Kumari, Narendra Kumar
{"title":"A Prospective Study of Federated Machine Learning in Medical Science","authors":"Rijwan Khan, Mahima Gupta, P. Kumari, Narendra Kumar","doi":"10.1007/978-3-030-85559-8_7","DOIUrl":"https://doi.org/10.1007/978-3-030-85559-8_7","url":null,"abstract":"","PeriodicalId":171229,"journal":{"name":"Federated Learning for IoT Applications","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122360897","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Federated Learning with Cooperating Devices: A Consensus Approach 协同设备的联邦学习:一种共识方法
Federated Learning for IoT Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-85559-8_6
R. Vadhi, Abhishek Sharma
{"title":"Federated Learning with Cooperating Devices: A Consensus Approach","authors":"R. Vadhi, Abhishek Sharma","doi":"10.1007/978-3-030-85559-8_6","DOIUrl":"https://doi.org/10.1007/978-3-030-85559-8_6","url":null,"abstract":"","PeriodicalId":171229,"journal":{"name":"Federated Learning for IoT Applications","volume":"144 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116375573","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Security Issues and Solutions for Healthcare Informatics 医疗保健信息的安全问题和解决方案
Federated Learning for IoT Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-85559-8_12
Bipin Kumar Rai
{"title":"Security Issues and Solutions for Healthcare Informatics","authors":"Bipin Kumar Rai","doi":"10.1007/978-3-030-85559-8_12","DOIUrl":"https://doi.org/10.1007/978-3-030-85559-8_12","url":null,"abstract":"","PeriodicalId":171229,"journal":{"name":"Federated Learning for IoT Applications","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125239506","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantum Federated Learning for Wireless Communications 无线通信的量子联合学习
Federated Learning for IoT Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-85559-8_14
R. M. Pujahari, Akshit Tanwar
{"title":"Quantum Federated Learning for Wireless Communications","authors":"R. M. Pujahari, Akshit Tanwar","doi":"10.1007/978-3-030-85559-8_14","DOIUrl":"https://doi.org/10.1007/978-3-030-85559-8_14","url":null,"abstract":"","PeriodicalId":171229,"journal":{"name":"Federated Learning for IoT Applications","volume":"135 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130863143","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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