{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,16]],"date-time":"2026-01-16T01:35:02Z","timestamp":1768527302018,"version":"3.49.0"},"reference-count":25,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100000006","name":"Research Grant from the Office of Naval Research, performed at the University of Central Florida, Orlando, FLorida","doi-asserted-by":"publisher","award":["N000141812559"],"award-info":[{"award-number":["N000141812559"]}],"id":[{"id":"10.13039\/100000006","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100006261","name":"Taif University Researchers Supporting Project, Taif University, Ta\u2019if, Saudi Arabia","doi-asserted-by":"publisher","award":["TURSP-2020\/229"],"award-info":[{"award-number":["TURSP-2020\/229"]}],"id":[{"id":"10.13039\/501100006261","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3099758","type":"journal-article","created":{"date-parts":[[2021,7,26]],"date-time":"2021-07-26T21:48:32Z","timestamp":1627336112000},"page":"105439-105450","source":"Crossref","is-referenced-by-count":25,"title":["Text Guide: Improving the Quality of Long Text Classification by a Text Selection Method Based on Feature Importance"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5711-1498","authenticated-orcid":false,"given":"Krzysztof","family":"Fiok","sequence":"first","affiliation":[{"name":"Department of Industrial Engineering and Management Systems, University of Central Florida, Orlando, FL, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9134-3441","authenticated-orcid":false,"given":"Waldemar","family":"Karwowski","sequence":"additional","affiliation":[{"name":"Department of Industrial Engineering and Management Systems, University of Central Florida, Orlando, FL, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8128-5356","authenticated-orcid":false,"given":"Edgar","family":"Gutierrez-Franco","sequence":"additional","affiliation":[{"name":"Center for Transportation and Logistics, Massachusetts Institute of Technology, Cambridge, MA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4021-1235","authenticated-orcid":false,"given":"Mohammad Reza","family":"Davahli","sequence":"additional","affiliation":[{"name":"Department of Industrial Engineering and Management Systems, University of Central Florida, Orlando, FL, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maciej","family":"Wilamowski","sequence":"additional","affiliation":[{"name":"Faculty of Economic Sciences, University of Warsaw, Warsaw, Poland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tareq","family":"Ahram","sequence":"additional","affiliation":[{"name":"Department of Industrial Engineering and Management Systems, University of Central Florida, Orlando, FL, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3793-4814","authenticated-orcid":false,"given":"Awad","family":"Al-Juaid","sequence":"additional","affiliation":[{"name":"Department of Industrial Engineering, College of Engineering, Taif University, Ta’if, Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jozef","family":"Zurada","sequence":"additional","affiliation":[{"name":"Business School, University of Louisville, Louisville, KY, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","article-title":"Longformer: The long-document transformer","author":"beltagy","year":"2020","journal-title":"arXiv 2004 05150"},{"key":"ref11","article-title":"Rethinking attention with performers","author":"choromanski","year":"2020","journal-title":"arXiv 2009 14794"},{"key":"ref12","article-title":"Reformer: The efficient transformer","author":"kitaev","year":"2020","journal-title":"arXiv 2001 04451"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-1160"},{"key":"ref14","first-page":"12792","article-title":"CogLTX: Applying BERT to long texts","author":"ding","year":"2020","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref15","article-title":"Big bird: Transformers for longer sequences","author":"zaheer","year":"2020","journal-title":"arXiv 2007 14062"},{"key":"ref16","article-title":"Efficient transformers: A survey","author":"tay","year":"2020","journal-title":"arXiv 2009 06732"},{"key":"ref17","article-title":"Long range arena: A benchmark for efficient transformers","author":"tay","year":"2020","journal-title":"arXiv 2011 04006"},{"key":"ref18","author":"krzysztof","year":"2021","journal-title":"TextGuide"},{"key":"ref19","year":"2021","journal-title":"Transformers"},{"key":"ref4","article-title":"Linguistic inquiry and word count (LIWC)","author":"pennebaker","year":"2001"},{"key":"ref3","article-title":"Attention is all you need","author":"vaswani","year":"2017","journal-title":"arXiv 1706 03762"},{"key":"ref6","first-page":"54","article-title":"FLAIR: An easy-to-use framework for state-of-the-art NLP","author":"akbik","year":"2019","journal-title":"Proc Northcon Conf"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3758\/s13428-016-0743-z"},{"key":"ref8","article-title":"Phenotyping of clinical notes with improved document classification models using contextualized neural language models","author":"mulyar","year":"2019","journal-title":"arXiv 1910 13664"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32381-3_16"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1345"},{"key":"ref9","author":"zhang","year":"2019","journal-title":"BERT-AL BERT for Arbitrarily Long Document Understanding"},{"key":"ref1","article-title":"Distributed representations of words and phrases and their compositionality","author":"mikolov","year":"2013","journal-title":"arXiv 1310 4546"},{"key":"ref20","year":"2021","journal-title":"Home Page for 20 Newsgroups Data Set"},{"key":"ref22","article-title":"ALBERT: A lite BERT for self-supervised learning of language representations","author":"lan","year":"2019","journal-title":"arXiv 1909 11942"},{"key":"ref21","author":"sood","year":"2021","journal-title":"Parsed DMOZ Data"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1186\/s12864-019-6413-7"},{"key":"ref23","article-title":"RoBERTa: A robustly optimized BERT pretraining approach","author":"liu","year":"2019","journal-title":"arXiv 1907 11692"},{"key":"ref25","article-title":"A unified approach to interpreting model predictions","author":"lundberg","year":"2017","journal-title":"arXiv 1705 07874"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09494560.pdf?arnumber=9494560","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,8]],"date-time":"2022-09-08T20:57:49Z","timestamp":1662670669000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9494560\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3099758","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}