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Conference Paper/Proceeding/Abstract 37 views

Diagnosing Data Irregularities in Financial Risk Forecasting: A Wavelet-Based Augmentation Study

Charlie Bramble, Xianghua Xie Orcid Logo, Gary Tam Orcid Logo, Kevin McLafferty

Swansea University Authors: Charlie Bramble, Xianghua Xie Orcid Logo, Gary Tam Orcid Logo, Kevin McLafferty

Published: https://ai4ts.github.io/aaai2026 2026
Online Access: https://github.com/AI4TS/AI4TS.github.io/blob/main/Camera_ready_AAAI2026/41.Camera_Ready.pdf
URI: https://cronfa.swan.ac.uk/Record/cronfa72041
first_indexed 2026-06-10T11:24:18Z
last_indexed 2026-06-12T09:28:46Z
id cronfa72041
recordtype SURis
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spelling 2026-06-10T12:35:16.7549466 v2 72041 2026-06-10 Diagnosing Data Irregularities in Financial Risk Forecasting: A Wavelet-Based Augmentation Study 48d635114c312b0e3b2c98d169c20171 Charlie Bramble Charlie Bramble true false b334d40963c7a2f435f06d2c26c74e11 0000-0002-2701-8660 Xianghua Xie Xianghua Xie true false e75a68e11a20e5f1da94ee6e28ff5e76 0000-0001-7387-5180 Gary Tam Gary Tam true false 2c1b7e0a86cd940c889cfac8d4e9157f Kevin McLafferty Kevin McLafferty true false 2026-06-10 Conference Paper/Proceeding/Abstract https://ai4ts.github.io/aaai2026 26 1 2026 2026-01-26 https://github.com/AI4TS/AI4TS.github.io/blob/main/Camera_ready_AAAI2026/41.Camera_Ready.pdf COLLEGE NANME COLLEGE CODE Swansea University Not Required This work was supported in part by EPSRC under grant EP/S021892/1 and in part by a large incumbent commercial banking organisation in the UK. This work was supported in part by EPSRC under grant EP/S021892/1 and in part by a large incumbent commercial banking organisation in the UK. 2026-06-10T12:35:16.7549466 2026-06-10T12:21:10.5582954 Faculty of Science and Engineering School of Mathematics and Computer Science - Computer Science Charlie Bramble 1 Xianghua Xie 0000-0002-2701-8660 2 Gary Tam 0000-0001-7387-5180 3 Kevin McLafferty 4
title Diagnosing Data Irregularities in Financial Risk Forecasting: A Wavelet-Based Augmentation Study
spellingShingle Diagnosing Data Irregularities in Financial Risk Forecasting: A Wavelet-Based Augmentation Study
Charlie Bramble
Xianghua Xie
Gary Tam
Kevin McLafferty
title_short Diagnosing Data Irregularities in Financial Risk Forecasting: A Wavelet-Based Augmentation Study
title_full Diagnosing Data Irregularities in Financial Risk Forecasting: A Wavelet-Based Augmentation Study
title_fullStr Diagnosing Data Irregularities in Financial Risk Forecasting: A Wavelet-Based Augmentation Study
title_full_unstemmed Diagnosing Data Irregularities in Financial Risk Forecasting: A Wavelet-Based Augmentation Study
title_sort Diagnosing Data Irregularities in Financial Risk Forecasting: A Wavelet-Based Augmentation Study
author_id_str_mv 48d635114c312b0e3b2c98d169c20171
b334d40963c7a2f435f06d2c26c74e11
e75a68e11a20e5f1da94ee6e28ff5e76
2c1b7e0a86cd940c889cfac8d4e9157f
author_id_fullname_str_mv 48d635114c312b0e3b2c98d169c20171_***_Charlie Bramble
b334d40963c7a2f435f06d2c26c74e11_***_Xianghua Xie
e75a68e11a20e5f1da94ee6e28ff5e76_***_Gary Tam
2c1b7e0a86cd940c889cfac8d4e9157f_***_Kevin McLafferty
author Charlie Bramble
Xianghua Xie
Gary Tam
Kevin McLafferty
author2 Charlie Bramble
Xianghua Xie
Gary Tam
Kevin McLafferty
format Conference Paper/Proceeding/Abstract
publishDate 2026
institution Swansea University
college_str Faculty of Science and Engineering
hierarchytype
hierarchy_top_id facultyofscienceandengineering
hierarchy_top_title Faculty of Science and Engineering
hierarchy_parent_id facultyofscienceandengineering
hierarchy_parent_title Faculty of Science and Engineering
department_str School of Mathematics and Computer Science - Computer Science{{{_:::_}}}Faculty of Science and Engineering{{{_:::_}}}School of Mathematics and Computer Science - Computer Science
url https://github.com/AI4TS/AI4TS.github.io/blob/main/Camera_ready_AAAI2026/41.Camera_Ready.pdf
document_store_str 0
active_str 0
published_date 2026-01-26T06:02:55Z
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score 11.109323

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