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Tony Bagnall is a Professor at the University of Southampton, specializing in Time Series Machine Learning (TSML). His research focuses on developing predictive models for collections of ordered, potentially multivariate, real-valued time series. TSML addresses various time series issues arising in scientific inquiry, including human activity recognition through motion traces and the diagnosis of medical signals such as ECGs. He has pioneered state-of-the-art algorithms for time series classification, clustering, and regression, with applications in detecting forged documents, classifying insect species, and reconstructing audio signals. He is an active participant in research groups, contributing to ongoing projects and guiding PhD students in their academic pursuits.
University of Southampton • Southampton, UK
Professor specializing in Time Series Machine Learning.