Works matching DE "FEDERATED learning"

Results: 1127

PSY‐PGx: a new intervention for the implementation of pharmacogenetics in psychiatry.

Published in:

World Psychiatry, 2025, v. 24, n. 1, p. 141, doi. 10.1002/wps.21289

By:

van Westrhenen, Roos;
Young, Allan H.;
Heilbronner, Urs;
Juruena, Mario;
Ingelman‐Sundberg, Magnus;
Jukic, Marin;
Kaprio, Jaakko;
Kas, Martien J.H.;
Moldovan, Ramona;
Nöthen, Markus M.;
Philipsen, Alexandra;
Shomron, Noam;
Van der Eycken, Erik;
Vieta, Eduard;
Schulze, Thomas G.

Publication type:

Article

Enhancing Sustainability in Secure Mobile Cloud Data and Blockchain Integration with FaaS for Healthcare.

Published in:

International Journal of Intelligent Engineering & Systems, 2025, v. 18, n. 6, p. 264, doi. 10.22266/ijies2025.0731.17

By:

L., Shakkeera;
Chen, Thomas M.;
Sathiyanarayanan, Mithileysh

Publication type:

Article

Distributed Intelligence in IoHT Using Federated Learning and Edge AI for Chronic Kidney Disease Prediction Using ReLU and Bi-directional GRU with Feature-Wise Dropout and Fuzzy Neural Network.

Published in:

International Journal of Pattern Recognition & Artificial Intelligence, 2025, v. 39, n. 3, p. 1, doi. 10.1142/S0218001425520093

By:

Mamidala, Vijaykumar;
Yalla, Rama Krishna Mani Kanta;
Ganesan, Thirusubramanian;
Yallamelli, Akhil Raj Gaius;
Devarajan, Mohanarangan Veerapperumal;
Sambas, Aceng

Publication type:

Article

Guest Editorial Special Issue on the Next-Generation Deep Learning Approaches to Emerging Real-World Applications.

Published in:

2025

By:

Zhou, Yu;
Osaba, Eneko;
Zhang, Xiao

Publication type:

Editorial

A Systematic Review of Deep Learning-Based Object Detection in Agriculture: Methods, Challenges, and Future Directions.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 1, p. 57, doi. 10.32604/cmc.2025.066056

By:

Dalal, Mukesh;
Mittal, Payal

Publication type:

Article

Federated Learning and Blockchain Framework for Scalable and Secure IoT Access Control.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 1, p. 447, doi. 10.32604/cmc.2025.065426

By:

Odeh, Ammar;
Taleb, Anas Abu

Publication type:

Article

An Optimized Unsupervised Defect Detection Approach via Federated Learning and Adaptive Embeddings Knowledge Distillation.

Published in:

Computers, Materials & Continua, 2025, v. 84, n. 1, p. 1839, doi. 10.32604/cmc.2025.064489

By:

Wang, Jinhai;
Xue, Junwei;
Zhang, Hongyan;
Xiao, Hui;
Wei, Huiling;
Chen, Mingyou;
Liao, Jiang;
Luo, Lufeng

Publication type:

Article

AI-driven techniques for detection and mitigation of SARS-CoV-2 spread: a review, taxonomy, and trends.

Published in:

Clinical & Experimental Medicine, 2025, v. 25, n. 1, p. 1, doi. 10.1007/s10238-025-01753-5

By:

Ghorbian, Mohsen;
Ghorbian, Saied;
Ghobaei-Arani, Mostafa

Publication type:

Article

FedOcw: optimized federated learning for cross-lingual speech-based Parkinson's disease detection.

Published in:

NPJ Digital Medicine, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s41746-025-01763-3

By:

Quan, Changqin;
Chen, Zhonglue;
Ren, Kang;
Luo, Zhiwei

Publication type:

Article

Deploying AI on Edge: Advancement and Challenges in Edge Intelligence.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 11, p. 1878, doi. 10.3390/math13111878

By:

Wang, Tianyu;
Guo, Jinyang;
Zhang, Bowen;
Yang, Ge;
Li, Dong

Publication type:

Article

Dual-Layer Bidirectional Contrastive Federated Learning: Enhancing Feature Extraction and Personalization Simultaneously.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2256, doi. 10.3390/electronics14112256

By:

Liu, Moxuan;
Fang, Feifei

Publication type:

Article

FedDT: A Communication-Efficient Federated Learning via Knowledge Distillation and Ternary Compression.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2183, doi. 10.3390/electronics14112183

By:

He, Zixiao;
Zhu, Gengming;
Zhang, Shaobo;
Luo, Entao;
Zhao, Yijiang

Publication type:

Article

SAFEL-IoT: Secure Adaptive Federated Learning with Explainability for Anomaly Detection in 6G-Enabled Smart Industry 5.0.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2153, doi. 10.3390/electronics14112153

By:

Alatawi, Mohammed Naif

Publication type:

Article

FedSS: A High-Efficiency Federated Learning Method for Semantic Segmentation.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2147, doi. 10.3390/electronics14112147

By:

Cui, Qi;
Sun, Lin;
Zhou, Yilin;
Pan, Ke;
Du, Peng;
Xu, Wei;
Wang, Daihan;
Sheng, Kai

Publication type:

Article

A Comprehensive Analysis of Privacy-Preserving Solutions Developed for IoT-Based Systems and Applications.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 11, p. 2106, doi. 10.3390/electronics14112106

By:

Majeed, Abdul;
Patni, Sakshi;
Hwang, Seong Oun

Publication type:

Article

Artificial Intelligence-Assisted Breeding for Plant Disease Resistance.

Published in:

International Journal of Molecular Sciences, 2025, v. 26, n. 11, p. 5324, doi. 10.3390/ijms26115324

By:

Ma, Juan;
Cheng, Zeqiang;
Cao, Yanyong

Publication type:

Article

Anomaly Detection in Network Traffic via Cross-Domain Federated Graph Representation Learning.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6258, doi. 10.3390/app15116258

By:

Zhao, Yanli;
Liu, Zongduo;
Pang, Junjie

Publication type:

Article

Reducing Defense Vulnerabilities in Federated Learning: A Neuron-Centric Approach.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 11, p. 6007, doi. 10.3390/app15116007

By:

Erdol, Eda Sena;
Erdol, Hakan;
Ustubioglu, Beste;
Ulutas, Guzin;
Symeonidis, Iraklis

Publication type:

Article

ARTIFICIAL INTELLIGENCE DRIVEN BUSINESS INTELLIGENCE FOR IMPROVING HEALTHCARE DECISION MAKING AND OPERATIONAL EFFICIENCY IN HOSPITAL.

Published in:

Cuestiones de Fisioterapia, 2025, v. 54, n. 1, p. 599

By:

Rupakula, Tejaswi

Publication type:

Article

Guest Editorial: Special Issue on Biometrics Security and Privacy.

Published in:

International Journal of Computer Vision, 2025, v. 133, n. 7, p. 4966, doi. 10.1007/s11263-025-02411-9

By:

Wan, Jun;
Ross, Arun;
Escalera, Sergio

Publication type:

Article

An adaptive federated learning system for information sharing in supply chains.

Published in:

International Journal of Production Research, 2025, v. 63, n. 11, p. 3938, doi. 10.1080/00207543.2024.2432469

By:

Zheng, Ge;
Ivanov, Dmitry;
Brintrup, Alexandra

Publication type:

Article

基于用户选择的鲁棒与隐私保护联邦学习方案.

Published in:

Application Research of Computers / Jisuanji Yingyong Yanjiu, 2025, v. 42, n. 6, p. 1859, doi. 10.19734/j.issn.1001-3695.2024.09.0377

By:

王晓明;
黄斌枘

Publication type:

Article

HP_FLAP: homomorphic and polymorphic federated learning aggregation of parameters framework.

Published in:

Cybersecurity (2523-3246), 2025, v. 8, n. 1, p. 1, doi. 10.1186/s42400-024-00341-6

By:

Moshawrab, Mohammad;
Adda, Mehdi;
Bouzouane, Abdenour;
Ibrahim, Hussein;
Raad, Ali

Publication type:

Article

Reparable threshold Paillier encryption scheme for federated learning.

Published in:

Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2025, v. 29, n. 7, p. 3659, doi. 10.1007/s00500-025-10640-w

By:

Zhang, Yi;
Tian, Kun;
Lu, Yunfan;
Liu, Fengxia;
Li, Cheng;
Gong, Zixian;
Hu, Zhe;
Li, Jia;
Xu, Qun

Publication type:

Article

Defending against Backdoor Attacks in Federated Learning by Using Differential Privacy and OOD Data Attributes.

Published in:

Computer Modeling in Engineering & Sciences (CMES), 2025, v. 143, n. 2, p. 2417, doi. 10.32604/cmes.2025.063811

By:

Tan, Qingyu;
Li, Yan;
Shin, Byeong-Seok

Publication type:

Article

A rapid Multi-source information integration method based on improved federated learning for a "dual carbon" smart monitoring center in a Dual-carbon context.

Published in:

Energy Informatics, 2025, v. 8, n. 1, p. 1, doi. 10.1186/s42162-025-00537-1

By:

Liu, Jia;
Yan, Zhenhua;
Wang, Liang;
Kang, Wenni;
Sha, Jiangbo

Publication type:

Article

Using federated learning for detecting autism in children.

Published in:

Fusion: Practice & Applications, 2024, v. 19, n. 2, p. 211, doi. 10.54216/FPA.190216

By:

Kranthi, Maddala;
Debnath, Saswati;
Priyadharsini;
Venkatesan, R.

Publication type:

Article

Enhancing IoT Intrusion Detection with a Hybrid Deep Learning-Evolutionary Algorithm: An Ensemble Strategy Approach.

Published in:

Fusion: Practice & Applications, 2024, v. 19, n. 2, p. 187, doi. 10.54216/FPA.190214

By:

Xavier, Basil;
Kathrine, Jaspher Willsie;
Priyadharsini;
Rufus, Gladwin;
Venkatesan, R.

Publication type:

Article

Enhancing OSN Security: Detecting Email Hijacking and DNS Spoofing Using Energy Consumption and Opcode Sequence Analysis.

Published in:

Informatica (03505596), 2025, v. 49, n. 2, p. 333, doi. 10.31449/inf.v49i2.6956

By:

Rawat, Romil;
Borana, Kamal;
Gupta, Shweta;
Ingle, Mandakini;
Dibouliya, Ashish;
Bhardwaj, Purvee;
Rawat, Anjali

Publication type:

Article

Research on Adaptive Gradient Clipping Methods Based on Asynchronous Federated Learning Framework.

Published in:

Journal of Shanghai Polytechnic University, 2025, v. 42, n. 1, p. 51, doi. 10.19570/j.cnki.jsspu.2025.01.007

By:

LI Miaomiao;
HU Xiaoming;
BAI Shuangjie;
LIU Yan

Publication type:

Article

An Event-B Capability-Centric Model for Cloud Service Discovery.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 5, p. 944, doi. 10.14569/ijacsa.2025.0160592

By:

Sid'Elmostaphe, Aicha;
Gibson, J. Paul;
Jerbi, Imen;
Gaaloul, Walid;
Nanne, Mohamedade Farouk

Publication type:

Article

The Impact of Federated Learning on Distributed Remote Sensing Archives.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 5, p. 933, doi. 10.14569/ijacsa.2025.0160591

By:

Patel, Pratik Surendra Kumar;
Govindarajan, Vijay

Publication type:

Article

Reinventing Alzheimer's Disease Diagnosis: A Federated Learning Approach with Cross-Validation on Multi-Datasets via the Flower Framework.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 5, p. 830, doi. 10.14569/ijacsa.2025.0160582

By:

Abdi, Charmarke Moussa;
Ben-Bouazza, Fatima-Ezzahraa;
Yahyaouy, Ali

Publication type:

Article

Attention-Driven Hierarchical Federated Learning for Privacy-Preserving Edge AI in Heterogeneous IoT Networks.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 5, p. 462, doi. 10.14569/ijacsa.2025.0160545

By:

Pande, Pournima;
Babu, Bukya Mohan;
Bhargav, Poonam;
Roy, T. L. Deepika;
Muniyandy, Elangovan;
El-Ebiary, Yousef A. Baker;
Earshia, V. Diana

Publication type:

Article

Enhancing Federated Learning Security with a Defense Framework Against Adversarial Attacks in Privacy-Sensitive Healthcare Applications.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 5, p. 1, doi. 10.14569/ijacsa.2025.0160501

By:

Ayensu, Frederick;
Turner, Claude;
Osunmakinde, Isaac

Publication type:

Article

Current AI technologies in cancer diagnostics and treatment.

Published in:

Molecular Cancer, 2025, v. 24, n. 1, p. 1, doi. 10.1186/s12943-025-02369-9

By:

Tiwari, Ashutosh;
Mishra, Soumya;
Kuo, Tsung-Rong

Publication type:

Article

Defending Federated Learning from Collaborative Poisoning Attacks: A Clique-Based Detection Framework.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 10, p. 2011, doi. 10.3390/electronics14102011

By:

Anastasiadis, Dimitrios;
Refanidis, Ioannis

Publication type:

Article

Hierarchical Federated Learning with Hybrid Neural Architectures for Predictive Pollutant Analysis in Advanced Green Analytical Chemistry.

Published in:

Processes, 2025, v. 13, n. 5, p. 1588, doi. 10.3390/pr13051588

By:

Kuang, Yingfeng;
Chen, Xiaolong;
Zhu, Chun

Publication type:

Article

Junior fellows and distinguished dissertation of the GI & AI for crisis.

Published in:

2025

By:

Usbeck, Ricardo;
Kraft, Angelie;
Westphal, Patrick

Publication type:

Editorial

Research on insider threat detection based on personalized federated learning and behavior log analysis.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-04029-w

By:

Ye, Xiaoyun;
Luo, Faqin;
Cui, Huangrongbin;
Wang, Jinlong;
Xiong, Xiaoyun;
Zhang, Wencui;
Yu, Jiawei;
Zhao, Wenhao

Publication type:

Article

Human Activity Recognition (HAR) in Healthcare, 2nd Edition.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5762, doi. 10.3390/app15105762

By:

Bibbò, Luigi;
Serrano, Artur

Publication type:

Article

Privacy Auditing of Lithium-Ion Battery Ageing Model by Recovering Time-Series Data Using Gradient Inversion Attack in Federated Learning.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5704, doi. 10.3390/app15105704

By:

Sudars, Kaspars;
Namatevs, Ivars;
Nikulins, Arturs;
Ozols, Kaspars

Publication type:

Article

A Supernet-Only Framework for Federated Learning in Computationally Heterogeneous Scenarios.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5666, doi. 10.3390/app15105666

By:

Chen, Yu;
Chen, Danyang;
Zhong, Cheng

Publication type:

Article

Privacy-Preserving Poisoning-Resistant Blockchain-Based Federated Learning for Data Sharing in the Internet of Medical Things.

Published in:

Applied Sciences (2076-3417), 2025, v. 15, n. 10, p. 5472, doi. 10.3390/app15105472

By:

Zhu, Xudong;
Li, Hui

Publication type:

Article

Developing a Novel Adaptive Double Deep Q-Learning-Based Routing Strategy for IoT-Based Wireless Sensor Network with Federated Learning.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3084, doi. 10.3390/s25103084

By:

Manogaran, Nalini;
Raphael, Mercy Theresa Michael;
Raja, Rajalakshmi;
Jayakumar, Aarav Kannan;
Nandagopal, Malarvizhi;
Balusamy, Balamurugan;
Ghinea, George

Publication type:

Article

Introducing a Quality-Driven Approach for Federated Learning.

Published in:

Sensors (14248220), 2025, v. 25, n. 10, p. 3083, doi. 10.3390/s25103083

By:

Usman, Muhammad;
Bernardi, Mario Luca;
Cimitile, Marta

Publication type:

Article

Bayesian Federated Learning with Hamiltonian Monte Carlo: Algorithm and Theory.

Published in:

Journal of Computational & Graphical Statistics, 2025, v. 34, n. 2, p. 509, doi. 10.1080/10618600.2024.2380051

By:

Liang, Jiajun;
Zhang, Qian;
Deng, Wei;
Song, Qifan;
Lin, Guang

Publication type:

Article

Closed-loop supply chain decision considering information reliability and security: should the supply chain adopt federated learning decision support systems?

Published in:

Annals of Operations Research, 2025, v. 349, n. 1, p. 169, doi. 10.1007/s10479-023-05477-1

By:

Wan, Xiaole;
Yang, Dongqian;
Wang, Tongtong;
Deveci, Muhammet

Publication type:

Article

From bites to bytes: understanding how and why individual malaria risk varies using artificial intelligence and causal inference.

Published in:

Frontiers in Genetics, 2025, p. 1, doi. 10.3389/fgene.2025.1599826

By:

Ribeiro, Adèle Helena;
Soler, Júlia M. P.;
Corder, Rodrigo M.;
Ferreira, Marcelo U.;
Heider, Dominik

Publication type:

Article

Intelligent Supply Chain Management: A Systematic Literature Review on Artificial Intelligence Contributions.

Published in:

Information (2078-2489), 2025, v. 16, n. 5, p. 399, doi. 10.3390/info16050399

By:

Teixeira, António R.;
Ferreira, José Vasconcelos;
Ramos, Ana Luísa

Publication type:

Article