Výsledky vyhledávání - "K I, Williams"

AI Assistants: A Framework for Semi-Automated Data Wrangling

Autor: Tomas Petricek, Gerrit J.J. van den Burg, Alfredo Nazabal, Taha Ceritli, Ernesto Jimenez-Ruiz, Christopher K. I. Williams

Publikováno v: Petricek, T, van Den Burg, G J J, Nazábal, A, Ceritli, T, Jiménez-Ruiz, E & Williams, C K I 2022, ' AI Assistants: A Framework for Semi-Automated Data Wrangling ', IEEE Transactions on Knowledge and Data Engineering . https://doi.org/10.1109/TKDE.2022.3222538

Data wrangling tasks such as obtaining and linking data from various sources, transforming data formats, and correcting erroneous records, can constitute up to 80% of typical data engineering work. Despite the rise of machine learning and artificial

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::befb89110bc833134ff82adf3228e7d0
https://doi.org/10.1109/tkde.2022.3222538

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Inference and Learning for Generative Capsule Models

Autor: Alfredo Nazabal, Nikolaos Tsagkas, Christopher K. I. Williams

Publikováno v: Nazábal, A, Tsagkas, N & Williams, C K I 2023, ' Inference and Learning for Generative Capsule Models ', Neural Computation, vol. 35, no. 4, pp. 727-761 . https://doi.org/10.1162/neco_a_01564

Capsule networks (see e.g. Hinton et al., 2018) aim to encode knowledge of and reason about the relationship between an object and its parts. In this paper we specify a generative model for such data, and derive a variational algorithm for inferring

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1627dfcea9632dd31692e9ac59141237
https://hdl.handle.net/20.500.11820/d547617c-d731-4225-abb9-6b5963368b97

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Akademický článek

Estimating Bacterial and Cellular Load in FCFM Imaging

Autor: Sohan Seth, Ahsan R. Akram, Kevin Dhaliwal, Christopher K. I. Williams

Publikováno v: Journal of Imaging, Vol 4, Iss 1, p 11 (2018)

We address the task of estimating bacterial and cellular load in the human distal lung with fibered confocal fluorescence microscopy (FCFM). In pulmonary FCFM some cells can display autofluorescence, and they appear as disc like objects in the FCFM i

Externí odkaz: https://doaj.org/article/45490b32b3bb46ac971c0d80ac25b1eb

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Artefact in Physiological Data Collected from Patients with Brain Injury: Quantifying the Problem and Providing a Solution Using a Factorial Switching Linear Dynamical Systems Approach

Autor: Konstantinos, Georgatzis, Partha, Lal, Christopher, Hawthorne, Martin, Shaw, Ian, Piper, Claire, Tarbert, Rob, Donald, Christopher K I, Williams

Publikováno v: Acta neurochirurgica. Supplement. 122

High-resolution, artefact-free and accurately annotated physiological data are desirable in patients with brain injury both to inform clinical decision-making and for intelligent analysis of the data in applications such as predictive modelling. We h

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::1d3b8ed91c95a65fa77cc31970268d83
https://pubmed.ncbi.nlm.nih.gov/27165926

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