Results 111 to 120 of about 6,308,360 (314)

nicolasfara/experiments-2024-ACSOS-opportunistic-federated-learning: 1.2.0

<h2><a href="https://github.com/nicolasfara/experiments-2024-ACSOS-opportunistic-federated-learning/compare/1.1.1...1.2.0">1.2.0</a> (2024-04-15)</h2> <h3>Features</h3> <ul> <li>add python modules import ...
Semantic Release Bot, Gianluca Aguzzi, Davide Domini, Nicolas Farabegoli   +3 more
core   +1 more source

The Collective Power of Bacteria as a Blueprint for Emergent Intelligence

Advanced Intelligent Systems, EarlyView.
Small cells, powerful collectives. Bacteria demonstrate how sophisticated behaviors can emerge from many simple individuals working together. We explore the remarkable world of bacterial communities and the mechanisms that underpin their complex emergent behaviors, enabling impressive adaptability, robustness, and responsiveness to changing ...
Johanna A. Blee, Thomas E. Gorochowski, Sabine Hauert   +2 more
wiley   +1 more source

Feature-Based Federated Transfer Learning: Communication Efficiency, Robustness and Privacy

IEEE Transactions on Machine Learning in Communications and Networking
In this paper, we propose feature-based federated transfer learning as a novel approach to improve communication efficiency by reducing the uplink payload by multiple orders of magnitude compared to that of existing approaches in federated learning and ...
Feng Wang, M. Cenk Gursoy, Senem Velipasalar   +2 more
doaj   +1 more source

Towards Trustworthy Collaborative Machine Learning: A Blockchain-Driven Federated Approach [PDF]

openLo scopo di questa tesi è studiare come integrare la tecnologia Blockchain (BC) con il Federated Learning (FL) possa migliorare la sicurezza e l'affidabilità dei sistemi FL standard.
ANTONELLO, ILENIA
core  

The International Consortium for Arthrogryposis: A Collaborative Framework for Early Detection, Care, Research, and Education

American Journal of Medical Genetics Part C: Seminars in Medical Genetics, EarlyView.
ABSTRACT Arthrogryposis multiplex congenita (AMC) is a group of rare congenital conditions, characterized by multiple joint contractures but may involve any body system including central nervous system. AMC is etiologically heterogeneous, with over 400 genetic and many non‐genetic causes implicated in its prenatal development.
Shahrzad Nematollahi, Noa Bouzaglo, Victoria Castillo Sanchez, Johanna I. P. de‐Vries, Klaus Dieterich, Alicja Fafara, Isabel Filges, Philip Giampietro, Göknur Haliloğlu, Judith Hall, Coleman Hilton, Remco Jansen, Valentina Maestri, Carolina Navalon, Daniel Natera de Benito, Tony Pan, Ani Samargian, Bonita Sawatzky, Harold van Bosse, Paul A. Trainor, Noémi Dahan‐Oliel   +20 more
wiley   +1 more source

Federated Learning in Data Privacy and Security

Advances in Distributed Computing and Artificial Intelligence Journal
Federated learning (FL) has been a rapidly growing topic in recent years. The biggest concern in federated learning is data privacy and cybersecurity. There are many algorithms that federated models have to work on to achieve greater efficiency, security,
Dokuru Trisha Reddy, Haripriya Nandigam, Sai Charan Indla, S. P. Raja   +3 more
doaj   +1 more source

Forest Fire Prediction Frameworks using Federated Learning and Internet of Things (IoT)

, 2023
Forest fire ignition prediction is of paramount importance in safeguarding communities. Machine learning is a promising tool to enhance this. There is, however, a scarcity of publicly accessible forest fire ignition datasets. Moreover, existing platforms,
Purcell, Richard
core  

Toward Quantum Federated Learning

IEEE Transactions on Neural Networks and Learning Systems
Quantum Federated Learning (QFL) is an emerging interdisciplinary field that merges the principles of Quantum Computing (QC) and Federated Learning (FL), with the goal of leveraging quantum technologies to enhance privacy, security, and efficiency in the learning process.
Chao Ren 0006, Rudai Yan, Huihui Zhu, Han Yu 0001, Minrui Xu, Yuan Shen, Yan Xu 0005, Ming Xiao 0001, Zhao Yang Dong, Mikael Skoglund, Dusit Niyato, Leong Chuan Kwek   +11 more
openaire   +5 more sources

The Politics of Framing the Student Problem: Inquiries Into Australian Civics Education, 2006–2024

Australian Journal of Social Issues, EarlyView.
ABSTRACT Recurring debates about civics, the kinds of history that should, and should not, be taught in school, and ‘standards debates’ about the ‘basics’ typically follow on the heels of recurring moral panics about the ‘declining’ state of ‘our’ education system.
Patrick O'Keeffe, Judith Bessant, Madeline Drake   +2 more
wiley   +1 more source

Federated Versus Central Machine Learning on Diabetic Foot Ulcer Images: Comparative Simulations

IEEE Access
This research examines the implementation of the U-Net model within a federated learning framework, focusing on the semantic segmentation of Diabetic Foot Ulcers (DFUs) images.
Mahdi Saeedi, Hamed Taheri Gorji, Fartash Vasefi, Kouhyar Tavakolian   +3 more
doaj   +1 more source