Author

Philip Knaute

Imperial College London

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:dimensionality reduction· 1 Approach:matrix factorization· 1 Approach:statistical model· 1

Frequent Co-Authors

Ben FulcheriD· 1 shared Carl H LubbaiD· 1 shared Nick S. JonesiD· 1 shared Sarab S. SethiiD· 1 shared Simon R. SchultziD· 1 shared

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2019-2019 · peak 1/yr

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1 shared paperBioinformatics

Ben FulcherORCID

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1 paper

Recent·Most cited

catch22: CAnonical Time-series CHaracteristics

Carl H Lubba, Sarab S. Sethi, Philip Knaute, Simon R. Schultz, Ben Fulcher, Nick S. Jones

The paper introduces catch22, a set of 22 time-series features that balance computational efficiency and classification performance across diverse biomedical and other time-series datasets.

Data Mining and Knowledge Discovery · Aug 9, 2019Peer-reviewedBioinformatics