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Hybrid Learning: When Centralized Learning Meets Federated Learning in the Mobile Edge Computing Systems

IEEE Transactions on Communications, 2023
Federated learning is a new artificial intelligence technology with which an edge server can orchestrate with multiple end users to train a global model collaboratively.
Chenyuan Feng   +4 more
semanticscholar   +1 more source

Hybrid learning, blended learning or face-to-face learning: which one is more effective in remediating misconception?

Quality Assurance in Education, 2023
Purpose This study aims to investigate the effectiveness of hybrid learning, blended learning and face-to-face learning in remediating misconceptions among primary school teacher education students.
N. Hermita   +5 more
semanticscholar   +1 more source

An analysis of the academic effectiveness of hybrid learning: the experiences of faculty and students in Kuwait

Journal of Applied Research in Higher Education, 2023
PurposeThis study aims to explore the impact of hybrid learning on the satisfaction, effectiveness and academic performance of faculty and students in private universities in Kuwait.
Abrar Al-Enzi   +3 more
semanticscholar   +1 more source

Hybrid Learning Algorithm of Radial Basis Function Networks for Reliability Analysis

IEEE Transactions on Reliability, 2021
With the wide application of industrial robots in the field of precision machining, reliability analysis of positioning accuracy becomes increasingly important for industrial robots.
Dequan Zhang   +4 more
semanticscholar   +1 more source

A Multi-Data Driven Hybrid Learning Method for Weekly Photovoltaic Power Scenario Forecast

IEEE Transactions on Sustainable Energy, 2021
This paper proposes a multi-data driven hybrid learning method for weekly photovoltaic (PV) power scenario forecast that is coordinately driven by weather forecasts and historical PV power output data.
Hui Li   +4 more
semanticscholar   +1 more source

Hybrid Learning

International Journal of Information Communication Technologies and Human Development, 2016
Hybrid learning has been utilized as a transitional learning method to make advantage of both face-to-face and online learning platforms. In this article, the authors explored how faculty members perceive using simultaneously multiple platforms in higher education such as face-to-face, online, and hybrid platforms in teaching.
Nahed Abdelrahman, Beverly J. Irby
openaire   +1 more source

Secure Control for Markov Jump Cyber-Physical Systems Subject to Malicious Attacks: A Resilient Hybrid Learning Scheme

IEEE Transactions on Cybernetics
This article focuses on solving the secure control problem by developing a novel resilient hybrid learning scheme for discrete-time Markov jump cyber-physical systems with malicious attacks.
Hao Shen   +4 more
semanticscholar   +1 more source

Hybrid Learning: A combination of face-to-face and online learning

Journal of Education and Learning Reviews
Background and Aims: Hybrid learning is important because it combines the flexibility of online education with the personal interaction of in-person classes, meeting a variety of learning needs and schedules.
Busara Niyomves   +2 more
semanticscholar   +1 more source

Hybrid Fusion Learning

Proceedings of the 4th International Workshop on Embedded and Mobile Deep Learning, 2020
Federated and fusion learning methods are state-of-the-art distributed learning approaches which enable model training without collecting private data from users. While federated learning involves lower computation cost as compared to fusion learning, the overall communication cost is higher due to a large number of communication rounds between the ...
Anirudh Kasturi   +3 more
openaire   +1 more source

Hybrid Learning

2010
A call for the extension of hybrid learning urges that it become not just a quick fix or a boon for the bottom line, but an educational mode that reenvisions quality teaching and learning for the 21st century. Hybrid Learning: The Perils and Promise of Blending Online and Face-to-Face Instruction in Higher Education is an in-depth exploration
openaire   +2 more sources

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