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How Federated Machine Learning Helps Increase the Mutual Benefit of Data-Sharing Ecosystems

Krasteva I, Kraychev B, Kiyamousavi E.

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FedSym: Unleashing the Power of Entropy for Benchmarking the Algorithms for Federated Learning

Kiyamousavi E, Kraychev B, Koychev I

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FedGrid: Federated Model Aggregation via Grid Shifting

Kraychev B, Kyanousavi E, Koychev I

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Data analytics

Data analytics includes processing and analysis of data to improve data understanding and the meaningfulness of data. Data processing is related to data modelling, analysis and reasoning including semantic and knowledge-based analysis, scalable and incremental reasoning, linked data mining and cognitive computing.

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