A Study on Positional Embeddings and Ordinal Regression for Transformer-Based Bridge Deterioration Prediction Considering Component Locations
Artificial Intelligence Applications in Engineering and Medicine : Proceedings of the 2nd Olympiad in Engineering Science
Page 93-100
published_at 2026-06-03
Supplemental Data : https://public.oa.kenkyu.yamaguchi-u.ac.jp/b8090d1f-1ff0-4ec2-972b-ded13136bf30
Title
A Study on Positional Embeddings and Ordinal Regression for Transformer-Based Bridge Deterioration Prediction Considering Component Locations
Creators
Chun Pang-jo
Source Identifiers
[PISSN] 2522-560X
[EISSN] 2522-5618
Creator Keywords
Bridge Deterioration Prediction
Transformer
Ordinal Regression
Part of the book series: Structural Integrity (STIN, volume 36)
Languages
eng
Resource Type
conference paper
Publishers
Springer, Cham
Date Issued
2026-06-03
File Version
Accepted Manuscript
Access Rights
embargoed access
Relations
[isVersionOf]
10.1007/978-3-032-19744-3_8
[isSupplementedBy]
[URI]https://public.oa.kenkyu.yamaguchi-u.ac.jp/b8090d1f-1ff0-4ec2-972b-ded13136bf30
[isDerivedFrom]
[ISBN]978-3-032-19743-6
[isDerivedFrom]
[ISBN]978-3-032-19744-3
Conferences
Olympiad in Engineering Science 2
Tuesday 10 June - Saturday 14 June
2025-6-10 〜 2025-6-14
Venue
University of Stavanger
Place
Stavanger
Country
NOR