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AI3SD Video: Outlier Detection in Scientific Data

AI3SD Video: Outlier Detection in Scientific Data
AI3SD Video: Outlier Detection in Scientific Data
A range of outlier detection methods are discussed and tested on synthetic data. The application of these methods to real world scientific data is discussed.
Grundy, Joanna
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Frey, Jeremy G.
ba60c559-c4af-44f1-87e6-ce69819bf23f
Kanza, Samantha
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Niranjan, Mahesan
5cbaeea8-7288-4b55-a89c-c43d212ddd4f
Grundy, Joanna
0bc72187-8dce-41fc-b809-93a6adbe0980
Frey, Jeremy G.
ba60c559-c4af-44f1-87e6-ce69819bf23f
Kanza, Samantha
b73bcf34-3ff8-4691-bd09-aa657dcff420
Niranjan, Mahesan
5cbaeea8-7288-4b55-a89c-c43d212ddd4f

Grundy, Joanna (2022) AI3SD Video: Outlier Detection in Scientific Data. Frey, Jeremy G., Kanza, Samantha and Niranjan, Mahesan (eds.) AI4SD Network+ Conference, Chilworth Manor , Southampton, United Kingdom. 01 - 03 Mar 2022. (doi:10.5258/SOTON/AI3SD0192).

Record type: Conference or Workshop Item (Other)

Abstract

A range of outlier detection methods are discussed and tested on synthetic data. The application of these methods to real world scientific data is discussed.

Video
ai4sd_march_2022_day_1_JoGrundy - Version of Record
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More information

Published date: 1 March 2022
Additional Information: Dr Jo Grundy graduated from Exeter University with a BSc in Chemistry in 1996, qualified as a teacher with a PGCE from Durham University then taught at Varndean School for a couple of years in Brighton, before doing an MSc in 1999, then DPhil in Organometallic chemistry at Sussex University. Between 2004 and 2006 I worked with Prof. Mathey at UC Riverside, before coming back to teach at a school in Duisburg Germany. I returned to the UK and taught chemistry and maths to A level, at Farnborough Sixth Form, then the Isle of Wight College, Barton Peveril and Itchen College. In 2018, did a second MSc in Artificial Intelligence at Southampton University, then worked as a Teaching Fellow in Computer Science for a year, before starting in my present job as a Research Fellow in Machine Learning.
Venue - Dates: AI4SD Network+ Conference, Chilworth Manor , Southampton, United Kingdom, 2022-03-01 - 2022-03-03

Identifiers

Local EPrints ID: 468635
URI: http://eprints.soton.ac.uk/id/eprint/468635
PURE UUID: 00d6ab3b-0904-4572-a456-ddefff476864
ORCID for Joanna Grundy: ORCID iD orcid.org/0000-0003-2583-5680
ORCID for Jeremy G. Frey: ORCID iD orcid.org/0000-0003-0842-4302
ORCID for Samantha Kanza: ORCID iD orcid.org/0000-0002-4831-9489
ORCID for Mahesan Niranjan: ORCID iD orcid.org/0000-0001-7021-140X

Catalogue record

Date deposited: 19 Aug 2022 16:34
Last modified: 17 Mar 2024 03:55

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Contributors

Author: Joanna Grundy ORCID iD
Editor: Jeremy G. Frey ORCID iD
Editor: Samantha Kanza ORCID iD
Editor: Mahesan Niranjan ORCID iD

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