{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T06:25:57Z","timestamp":1771482357364,"version":"3.50.1"},"reference-count":31,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,5,23]],"date-time":"2025-05-23T00:00:00Z","timestamp":1747958400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,23]],"date-time":"2025-05-23T00:00:00Z","timestamp":1747958400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,5,23]]},"DOI":"10.1109\/icmlt65785.2025.11193338","type":"proceedings-article","created":{"date-parts":[[2025,10,13]],"date-time":"2025-10-13T17:39:05Z","timestamp":1760377145000},"page":"451-460","source":"Crossref","is-referenced-by-count":1,"title":["Using Pattern Recognition to Identify Design Errors on Pipe System Drawings"],"prefix":"10.1109","author":[{"given":"Richa","family":"Banotra","sequence":"first","affiliation":[{"name":"McDermott International,Department of Instrumentation and Control Systems,The Hague,Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Petr","family":"Patzelt","sequence":"additional","affiliation":[{"name":"McDermott International,Department of Process Engineering,Brno,Czech Republic"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rimma","family":"Dzhusupova","sequence":"additional","affiliation":[{"name":"Engineering Management McDermott International,The Hague,Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jan","family":"Bosch","sequence":"additional","affiliation":[{"name":"Eindhoven University of Technology,Department of Mathematics and Computer Science,Eindhoven,Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Helena Holmstr\u00f6m","family":"Olsson","sequence":"additional","affiliation":[{"name":"Malm&#x00F6; University,Department of Computer Science and Media Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1002\/smr.2543"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/aiiot54504.2022.9817294"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2020.05.025"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3522664.3528595"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jobe.2020.101827"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-018-3583-1"},{"key":"ref7","first-page":"103198","article-title":"Reducing human effort in engineering drawing validation","volume-title":"Computers in Industry","volume":"117","author":"Rica","year":"2020"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/b978-0-12-384700-3.00013-x"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/cvprw50498.2020.00096"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-19738-4_4"},{"key":"ref14","first-page":"115337","article-title":"Deep-learning-based recognition of symbols and texts at an industrially applicable level from images of high-density piping and instrumentation diagrams","volume-title":"Expert Systems with Applications","volume":"183","author":"Kim","year":"2021"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1093\/jcde\/qwac056"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3390\/en12132593"},{"key":"ref17","volume-title":"Automatic Information Extraction from Piping and Instrumentation Diagrams"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-65172-9_8"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2020.05.025"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/issc52156.2021.9467854"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/itoec53115.2022.9734453"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-89689-0_33"},{"key":"ref23","volume-title":"Digitize-PID: Automatic Digitization of Piping and Instrumentation Diagrams"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/cvprw.2019.00084"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1057\/ejis.1995.9"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.2753\/mis0742-1222240302"},{"key":"ref27","article-title":"Action research and design science research - Seemingly similar but decisively dissimilar","volume-title":"ECIS 2009 Proceedings","volume":"73","author":"Iivari"},{"key":"ref28","volume-title":"Action Research in Software Engineering"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84800-044-5_11"},{"key":"ref30","volume-title":"Few-Shot Object Detection: Research Advances and Challenges"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/icaiic51459.2021.9415271"},{"key":"ref32","article-title":"GARBAGE IN, GARBAGE OUT: HOW PURPORTEDLY GREAT ML MODELS CAN BE SCREWED UP BY BAD DATA","author":"Sanders","year":"2017"},{"key":"ref33","volume-title":"Ultralytics, \u201cYOLOv8,\u201d","year":"2023"},{"key":"ref34","volume-title":"YOLOv5, YOLOv8 and YOLOv10: The Go-To Detectors for Real-time Vision"}],"event":{"name":"2025 10th International Conference on Machine Learning Technologies (ICMLT)","location":"Helsinki, Finland","start":{"date-parts":[[2025,5,23]]},"end":{"date-parts":[[2025,5,25]]}},"container-title":["2025 10th International Conference on Machine Learning Technologies (ICMLT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11192828\/11192850\/11193338.pdf?arnumber=11193338","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,14]],"date-time":"2025-10-14T05:19:08Z","timestamp":1760419148000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11193338\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,23]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/icmlt65785.2025.11193338","relation":{},"subject":[],"published":{"date-parts":[[2025,5,23]]}}}