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Editorial Note: A scalable blockchain-enabled federated learning architecture for edge computing. [PDF]
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The effect of student-led healthcare career experience activity on nursing students' professional commitment: Study protocol for a randomized cross-over trial. [PDF]
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An Approach for Peer-to-Peer Federated Learning
2021 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), 2021We present a novel approach for the collaborative training of neural network models in decentralized federated environments. In the iterative process a group of autonomous peers run multiple training rounds to train a common model. Thereby, participants perform all model training steps locally, such as stochastic gradient descent optimization, using ...
Tobias Wink, Zoltán Nochta
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Art‐mediated peer‐to‐peer learning of empathy
The Clinical Teacher, 2014Summary Background Making experiential art in a clinical clerkship offers opportunities for students to gain self‐awareness and enhance their empathic understanding of patients. The student‐created art can be further used as teaching material for other students.
Potash, JS, Chen, JY
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Transatlantic Peer-to-Peer Learning
Surgical Innovation, 2014Introduction. Peer-to-peer learning is a well-established learning modality, which has been shown to improve learning outcomes, with positive implications for clinical practice. The purpose of this pilot study was to explore the feasibility of linking students from North America and Europe with a peer-to-peer learning approach. Methods.
Noel Patrick, Lynch +4 more
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Inflammablog: peer-to-peer online learning in immunology
Immunologic Research, 2012Is it possible for students in different courses, at different academic levels, and at different universities to learn immunology together using the Internet? We teach a colloquium on inflammation for undergraduates at the University of Arizona and a lecture course on human immunology for graduate students and clinical and basic science fellows at the ...
Zoë, Cohen, J John, Cohen
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Self-Learning Peer-to-Peer Traffic Classifier
2009 Proceedings of 18th International Conference on Computer Communications and Networks, 2009The popularity of a new generation of smart peer-to-peer applications has resulted in several new challenges for accurately classifying network traffic. In this paper, we propose a novel 2stage p2p traffic classifier, called Self Learning Traffic Classifier (SLTC), that can accurately identify p2p traffic in high speed networks.
Ram Keralapura +2 more
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Interoperable conversations in a peer-to-peer learning environment
International Conference on Computers in Education, 2002. Proceedings., 2003Natural human interaction is characterised by a rich set of communication modes often not available to the online user. Interoperable conversations enable an online user to interact with the environment in a manner that is more natural and relevant to one's context.
Ernest Ong Chong Peng +5 more
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