Works matching DE "FEDERATED learning"

Results: 969

Federated learning on non-IID and globally long-tailed data via meta re-weighting networks.

Published in:

International Journal of Wavelets, Multiresolution & Information Processing, 2024, v. 22, n. 3, p. 1, doi. 10.1142/S0219691323500637

By:

Lu, Yang;
Qian, Pinxin;
Yan, Shanshan;
Huang, Gang;
Tang, Yuan Yan

Publication type:

Article

Privacy-preserving federated learning on lattice quantization.

Published in:

International Journal of Wavelets, Multiresolution & Information Processing, 2023, v. 21, n. 6, p. 1, doi. 10.1142/S0219691323500200

By:

Zhang, Lingjie;
Zhang, Hai

Publication type:

Article

FedST: secure federated shapelet transformation for time series classification.

Published in:

VLDB Journal International Journal on Very Large Data Bases, 2024, v. 33, n. 5, p. 1617, doi. 10.1007/s00778-024-00865-w

By:

Liang, Zhiyu;
Wang, Hongzhi

Publication type:

Article

Refiner: a reliable and efficient incentive-driven federated learning system powered by blockchain.

Published in:

VLDB Journal International Journal on Very Large Data Bases, 2024, v. 33, n. 3, p. 807, doi. 10.1007/s00778-024-00839-y

By:

Lin, Hong;
Chen, Ke;
Jiang, Dawei;
Shou, Lidan;
Chen, Gang

Publication type:

Article

Distributed computing with the cloud.

Published in:

Distributed Computing, 2024, v. 37, n. 1, p. 1, doi. 10.1007/s00446-024-00460-w

By:

Afek, Yehuda;
Giladi, Gal;
Patt-Shamir, Boaz

Publication type:

Article

A decentralised federated learning scheme for heterogeneous devices in cognitive IoT.

Published in:

International Journal of Cognitive Computing in Engineering, 2024, v. 5, p. 357, doi. 10.1016/j.ijcce.2024.08.001

By:

Huanhuan Ge;
Xingtao Yang;
Jinlong Wang;
Zhihan Lyu

Publication type:

Article

不可靠通信下基于信誉的联邦学习客户端选择.

Published in:

Journal of Test & Measurement Technology, 2025, v. 39, n. 1, p. 46, doi. 10.62756/csjs.1671-7449.2025008

By:

贾惠景;
付芳;
张志才

Publication type:

Article

Fault diagnosis of planetary roller screw mechanism with a lightweight model based on federated learning.

Published in:

Journal of Measurements in Engineering, 2024, v. 12, n. 4, p. 656, doi. 10.21595/jme.2024.24149

By:

Maodong Niu;
Shangjun Ma;
Qiangqiang Huang;
Pan Deng

Publication type:

Article

Editorial "Blockchain Technology—A Breakthrough Innovation for Modern Industries".

Published in:

2024

By:

Adamashvili, Nino;
Tricase, Caterina;
Zumburidze, Otar;
State, Radu;
Tonelli, Roberto

Publication type:

Editorial

Dynamic Cohort Formation with Hierarchical Blockchain Using GDP for Enhanced FL.

Published in:

Computers (2073-431X), 2024, v. 13, n. 12, p. 317, doi. 10.3390/computers13120317

By:

Ahmad, Sunila Fatima;
Abbas, Zahra;
Syed, Madiha Haider;
Anjum, Adeel;
Rehman, Semeen

Publication type:

Article

Balancing Privacy and Performance: A Differential Privacy Approach in Federated Learning.

Published in:

Computers (2073-431X), 2024, v. 13, n. 11, p. 277, doi. 10.3390/computers13110277

By:

Tayyeh, Huda Kadhim;
AL-Jumaili, Ahmed Sabah Ahmed

Publication type:

Article

An Efficient Attribute-Based Participant Selecting Scheme with Blockchain for Federated Learning in Smart Cities.

Published in:

Computers (2073-431X), 2024, v. 13, n. 5, p. 118, doi. 10.3390/computers13050118

By:

Yin, Xiaojun;
Qiu, Haochen;
Wu, Xijun;
Zhang, Xinming

Publication type:

Article

SURVEY ON TECHNICAL ADVANCEMENTS AND RENOVATIONS IN FEDERATED LEARNING.

Published in:

Malaysian Journal of Computer Science, 2024, v. 37, n. 1, p. 1

By:

Balaji, S.;
Tulshain, Shobhit;
Modi, Manan;
Dalei, Asutosh;
D., Sumathi

Publication type:

Article

A FRAMEWORK FOR TWEET CLASSIFICATION AND ANALYSIS ON SOCIAL MEDIA PLATFORM USING FEDERATED LEARNING.

Published in:

Malaysian Journal of Computer Science, 2023, v. 36, p. 90, doi. 10.22452/mjcs.sp2023no1.8

By:

Kumar, Voruganti Naresh;
Sivaji, U.;
Kanishka, Gunipati;
Devi, B. Rupa;
Suresh, A.;
Madhavi, K. Reddy;
Ahmed, Syed Thouheed

Publication type:

Article

DESIGN AND DEVELOPMENT OF EHR SPECIFIC BLOCK CREATION AND POS CUSTOMIZATION USING HIERARCHICAL INTERDEPENDENCY APPROACH.

Published in:

Malaysian Journal of Computer Science, 2023, v. 36, p. 65, doi. 10.22452/mjcs.sp2023no1.6

By:

Fathima, Afifa Salsabil;
Basha, Syed Muzamil

Publication type:

Article

Network alternating direction method of multipliers for ultrahigh‐dimensional decentralised federated learning.

Published in:

Stat, 2024, v. 13, n. 2, p. 1, doi. 10.1002/sta4.669

By:

Dong, Wei;
Feng, Sanying

Publication type:

Article

Core network traffic prediction based on vertical federated learning and split learning.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-53193-y

By:

Li, Pengyu;
Guo, Chengwei;
Xing, Yanxia;
Shi, Yingji;
Feng, Lei;
Zhou, Fanqin

Publication type:

Article

A comparative study of federated learning methods for COVID-19 detection.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-54323-2

By:

Darzi, Erfan;
Sijtsema, Nanna M.;
van Ooijen, P. M. A.

Publication type:

Article

A collaborative privacy-preserving approach for passenger demand forecasting of autonomous taxis empowered by federated learning in smart cities.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-52181-6

By:

Munawar, Adeel;
Piantanakulchai, Mongkut

Publication type:

Article

Federated clustered multi-domain learning for health monitoring.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-51344-9

By:

Jiang, Shiyi;
Li, Yuan;
Firouzi, Farshad;
Chakrabarty, Krishnendu

Publication type:

Article

Novel Agricultural Data Sharing Mode Based on Rice Disease Identification.

Published in:

Plant Diseases & Pests, 2024, v. 15, n. 2, p. 9, doi. 10.19579/j.cnki.plant-d.p.2024.02.003

By:

Mengmeng ZHANG;
Xiuuuan WANG;
Mengzhen KANG;
Jing HUA;
Haoyu WANG;
Feiyue WANG

Publication type:

Article

Selective knowledge sharing for privacy-preserving federated distillation without a good teacher.

Published in:

Nature Communications, 2024, v. 15, n. 1, p. 1, doi. 10.1038/s41467-023-44383-9

By:

Shao, Jiawei;
Wu, Fangzhao;
Zhang, Jun

Publication type:

Article

Detecting Data Poisoning Attacks using Federated Learning with Deep Neural Networks: An Empirical Study.

Published in:

International Journal of Advanced Computer Science & Applications, 2023, v. 14, n. 11, p. 688, doi. 10.14569/ijacsa.2023.0141170

By:

Alsuwat, Hatim

Publication type:

Article

Federated-Learning Topic Modeling Based Text Classification Regarding Hate Speech During COVID-19 Pandemic.

Published in:

International Journal of Advanced Computer Science & Applications, 2023, v. 14, n. 11, p. 560, doi. 10.14569/ijacsa.2023.0141157

By:

Kamran, Muhammad;
Saeed, Ammar;
Almaghthawi, Ahmed

Publication type:

Article

AFedAvg: communication-efficient federated learning aggregation with adaptive communication frequency and gradient sparse.

Published in:

Journal of Experimental & Theoretical Artificial Intelligence, 2024, v. 36, n. 1, p. 47, doi. 10.1080/0952813X.2022.2079730

By:

Li, Yanbin;
He, Ziming;
Gu, Xingjian;
Xu, Huanliang;
Ren, Shougang

Publication type:

Article

METAHEURISTIC-ASSISTED HYBRID RECOGNITION MODEL FOR BRAIN ACTIVITY DETECTION.

Published in:

Biomedical Engineering: Applications, Basis & Communications, 2025, v. 37, n. 1, p. 1, doi. 10.4015/S101623722450039X

By:

Takawale, Amruta Jagadish;
Paithane, Ajay N.

Publication type:

Article

Federated explainable artificial intelligence (fXAI): a digital manufacturing perspective.

Published in:

International Journal of Production Research, 2024, v. 62, n. 1/2, p. 171, doi. 10.1080/00207543.2023.2238083

By:

Kusiak, Andrew

Publication type:

Article

Federated machine learning for privacy preserving, collective supply chain risk prediction.

Published in:

International Journal of Production Research, 2023, v. 61, n. 23, p. 8115, doi. 10.1080/00207543.2022.2164628

By:

Zheng, Ge;
Kong, Lingxuan;
Brintrup, Alexandra

Publication type:

Article

Integration of Federated Learning and Graph Convolutional Networks for Movie Recommendation Systems.

Published in:

Computers, Materials & Continua, 2025, v. 83, n. 2, p. 2041, doi. 10.32604/cmc.2025.061166

By:

Peng, Sony;
Siet, Sophort;
Sadriddinov, Ilkhomjon;
Kim, Dae-Young;
Park, Kyuwon;
Park, Doo-Soon

Publication type:

Article

Defending Federated Learning System from Poisoning Attacks via Efficient Unlearning.

Published in:

Computers, Materials & Continua, 2025, v. 83, n. 1, p. 239, doi. 10.32604/cmc.2025.061377

By:

Cai, Long;
Gu, Ke;
Lei, Jiaqi

Publication type:

Article

FedCPS: A Dual Optimization Model for Federated Learning Based on Clustering and Personalization Strategy.

Published in:

Computers, Materials & Continua, 2025, v. 83, n. 1, p. 357, doi. 10.32604/cmc.2025.060709

By:

Yang, Zhen;
Liu, Yifan;
Feng, Fan;
Liu, Yi;
Liu, Zhenpeng

Publication type:

Article

A Federated Learning Incentive Mechanism for Dynamic Client Participation: Unbiased Deep Learning Models.

Published in:

Computers, Materials & Continua, 2025, v. 83, n. 1, p. 619, doi. 10.32604/cmc.2025.060094

By:

Lu, Jianfeng;
Huang, Tao;
Xie, Yuanai;
Cao, Shuqin;
Li, Bing

Publication type:

Article

Differential Privacy Federated Learning Based on Adaptive Adjustment.

Published in:

Computers, Materials & Continua, 2025, v. 82, n. 3, p. 4777, doi. 10.32604/cmc.2025.060380

By:

Cheng, Yanjin;
Li, Wenmin;
Qin, Sujuan;
Tu, Tengfei

Publication type:

Article

Federated Learning and Optimization for Few-Shot Image Classification.

Published in:

Computers, Materials & Continua, 2025, v. 82, n. 3, p. 4649, doi. 10.32604/cmc.2025.059472

By:

Zuo, Yi;
Chen, Zhenping;
Feng, Jing;
Fan, Yunhao

Publication type:

Article

Privacy-Preserving Fingerprint Recognition via Federated Adaptive Domain Generalization.

Published in:

Computers, Materials & Continua, 2025, v. 82, n. 3, p. 5035, doi. 10.32604/cmc.2025.058276

By:

Yan, Yonghang;
Xie, Xin;
Ren, Hengyi;
Cao, Ying;
Chang, Hongwei

Publication type:

Article

Decentralized Federated Graph Learning via Surrogate Model.

Published in:

Computers, Materials & Continua, 2025, v. 82, n. 2, p. 2521, doi. 10.32604/cmc.2024.060331

By:

Zhang, Bolin;
Gu, Ruichun;
Liu, Haiying

Publication type:

Article

The Internet of Things under Federated Learning: A Review of the Latest Advances and Applications.

Published in:

2025

By:

Wang, Jinlong;
Liu, Zhenyu;
Yang, Xingtao;
Li, Min;
Lyu, Zhihan

Publication type:

Literature Review

Federated Learning's Role in Next-Gen TV Ad Optimization.

Published in:

Computers, Materials & Continua, 2025, v. 82, n. 1, p. 675, doi. 10.32604/cmc.2024.058656

By:

Dobrița, Gabriela;
Oprea, Simona-Vasilica;
Bâra, Adela

Publication type:

Article

Two-Stage Client Selection Scheme for Blockchain-Enabled Federated Learning in IoT.

Published in:

Computers, Materials & Continua, 2024, v. 81, n. 2, p. 2317, doi. 10.32604/cmc.2024.055344

By:

Jin, Xiaojun;
Ma, Chao;
Luo, Song;
Zeng, Pengyi;
Wei, Yifei

Publication type:

Article

A Comprehensive Survey on Joint Resource Allocation Strategies in Federated Edge Learning.

Published in:

Computers, Materials & Continua, 2024, v. 81, n. 2, p. 1953, doi. 10.32604/cmc.2024.057006

By:

Zhang, Jingbo;
Wu, Qiong;
Fan, Pingyi;
Fan, Qiang

Publication type:

Article

Blockchain-Enabled Federated Learning with Differential Privacy for Internet of Vehicles.

Published in:

Computers, Materials & Continua, 2024, v. 81, n. 1, p. 1581, doi. 10.32604/cmc.2024.055557

By:

Chi Cui;
Haiping Du;
Zhijuan Jia;
Yuchu He;
Lipeng Wang

Publication type:

Article

Hierarchical Optimization Method for Federated Learning with Feature Alignment and Decision Fusion.

Published in:

Computers, Materials & Continua, 2024, v. 81, n. 1, p. 1391, doi. 10.32604/cmc.2024.054484

By:

Ke Li;
Xiaofeng Wang;
Hu Wang

Publication type:

Article

Enhancing Internet of Things Intrusion Detection Using Artificial Intelligence.

Published in:

Computers, Materials & Continua, 2024, v. 81, n. 1, p. 1, doi. 10.32604/cmc.2024.053861

By:

Bar, Shachar;
Prasad, P. W. C.;
Sayeed, Md Shohel

Publication type:

Article

An Efficient and Secure Privacy-Preserving Federated Learning Framework Based on Multiplicative Double Privacy Masking.

Published in:

Computers, Materials & Continua, 2024, v. 80, n. 3, p. 4729, doi. 10.32604/cmc.2024.054434

By:

Shen, Cong;
Zhang, Wei;
Zhou, Tanping;
Zhang, Yiming;
Zhang, Lingling

Publication type:

Article

Privacy-Preserving Healthcare and Medical Data Collaboration Service System Based on Blockchain and Federated Learning.

Published in:

Computers, Materials & Continua, 2024, v. 80, n. 2, p. 2897, doi. 10.32604/cmc.2024.052570

By:

Hu, Fang;
Qiu, Siyi;
Yang, Xiaolian;
Wu, Chaolei;
Nunes, Miguel Baptista;
Chen, Hui

Publication type:

Article

Blockchain-Enabled Federated Learning for Privacy-Preserving Non-IID Data Sharing in Industrial Internet.

Published in:

Computers, Materials & Continua, 2024, v. 80, n. 2, p. 1967, doi. 10.32604/cmc.2024.052775

By:

Wang, Qiuyan;
Dong, Haibing;
Huang, Yongfei;
Liu, Zenglei;
Gou, Yundong

Publication type:

Article

Federated Network Intelligence Orchestration for Scalable and Automated FL-Based Anomaly Detection in B5G Networks.

Published in:

Computers, Materials & Continua, 2024, v. 80, n. 1, p. 163, doi. 10.32604/cmc.2024.051307

By:

Saura, Pablo Fernández;
Murcia, José M. Bernabé;
Molina, Emilio García de la Calera;
Zarca, Alejandro Molina;
Bernabé, Jorge Bernal;
Gómez, Antonio F. Skarmeta

Publication type:

Article

Cloud-Edge Collaborative Federated GAN Based Data Processing for IoT-Empowered Multi-Flow Integrated Energy Aggregation Dispatch.

Published in:

Computers, Materials & Continua, 2024, v. 80, n. 1, p. 973, doi. 10.32604/cmc.2024.051530

By:

Shi, Zhan

Publication type:

Article

A Federated Learning Framework with Blockchain-Based Auditable Participant Selection.

Published in:

Computers, Materials & Continua, 2024, v. 79, n. 3, p. 5125, doi. 10.32604/cmc.2024.052846

By:

Huang Zeng;
Mingtian Zhang;
Tengfei Liu;
Anjia Yang

Publication type:

Article

A New Solution to Intrusion Detection Systems Based on Improved Federated-Learning Chain.

Published in:

Computers, Materials & Continua, 2024, v. 79, n. 3, p. 4491, doi. 10.32604/cmc.2024.048431

By:

Chunhui Li;
Hua Jiang

Publication type:

Article