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Showing 1 to 3 of 3 for “"stream clustering"”.

  1. Learning in Dynamic Data-Streams with a Scarcity of Labels

    … change is a major consideration. In a dynamic stream there is an assumption that the underlying process generating the stream is non-stationary and that concepts within the stream will drift and change over time. Adopting a false assumption that a stream is stationary will result in …

    de-montfort Repository record for Learning in Dynamic Data-Streams with a Scarcity of Labels (opens in a new tab)

  2. The Evolution of Topological Concepts in Online Social Networks

    … learning models. Lastly, the data arrives in a stream which requires compressed representations for historic data and the ability to handle changes in the relationships present in the data over time. This thesis addresses the challenges of modelling evolving topological concepts in network and …

    uts Repository record for The Evolution of Topological Concepts in Online Social Networks (opens in a new tab)

  3. 2022: A Computational Odyssey - Towards a Deeper Understanding of Clustering Streaming Human Activity Recognition Data

    … research initiations with the plethora of data streams being readily available. Human Activity Recognition (HAR) is one such example and understanding the hierarchy of human movements can have positive implications in elderly care, physiotherapeutic therapy, surveillance, and general healthcare, …

    queens Repository record for 2022: A Computational Odyssey - Towards a Deeper Understanding of Clustering Streaming Human Activity Recognition Data (opens in a new tab)