{"id":"https://openalex.org/W3120563239","doi":"https://doi.org/10.1007/s00366-020-01225-2","title":"Proposing several hybrid PSO-extreme learning machine techniques to predict TBM performance","display_name":"Proposing several hybrid PSO-extreme learning machine techniques to predict TBM performance","publication_year":2021,"publication_date":"2021-01-05","ids":{"openalex":"https://openalex.org/W3120563239","doi":"https://doi.org/10.1007/s00366-020-01225-2","mag":"3120563239"},"language":"en","primary_location":{"id":"doi:10.1007/s00366-020-01225-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00366-020-01225-2","pdf_url":null,"source":{"id":"https://openalex.org/S89333158","display_name":"Engineering With Computers","issn_l":"0177-0667","issn":["0177-0667","1435-5663"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering with Computers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112412337","display_name":"Jie Zeng","orcid":"https://orcid.org/0000-0002-4949-2486"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jie Zeng","raw_affiliation_strings":["Department of Transportation and Municipal Engineering, Chongqing Jianzhu College, Chongqing, 400072, China"],"affiliations":[{"raw_affiliation_string":"Department of Transportation and Municipal Engineering, Chongqing Jianzhu College, Chongqing, 400072, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102330354","display_name":"Bishwajit Roy","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]},{"id":"https://openalex.org/I464993","display_name":"Barkatullah University","ror":"https://ror.org/02ax13658","country_code":"IN","type":"education","lineage":["https://openalex.org/I464993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bishwajit Roy","raw_affiliation_strings":["School of Computing Science and Engineering, Vellore Institute of Technology Bhopal University, Kothri-Kalan, Near Ashta, Bhopal-Indore Highway, Bhopal, Madhya Pradesh, 466114, India"],"affiliations":[{"raw_affiliation_string":"School of Computing Science and Engineering, Vellore Institute of Technology Bhopal University, Kothri-Kalan, Near Ashta, Bhopal-Indore Highway, Bhopal, Madhya Pradesh, 466114, India","institution_ids":["https://openalex.org/I876193797","https://openalex.org/I464993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050236258","display_name":"Deepak Kumar","orcid":"https://orcid.org/0000-0001-9077-7224"},"institutions":[{"id":"https://openalex.org/I11793825","display_name":"National Institute of Technology Patna","ror":"https://ror.org/056wyhh33","country_code":"IN","type":"education","lineage":["https://openalex.org/I11793825","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepak Kumar","raw_affiliation_strings":["Department of Civil Engineering, National Institute of Technology Patna, Ashok Raj Path, Patna, 800005, India"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, National Institute of Technology Patna, Ashok Raj Path, Patna, 800005, India","institution_ids":["https://openalex.org/I11793825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100628771","display_name":"Ahmed Salih Mohammed","orcid":"https://orcid.org/0000-0003-4306-3274"},"institutions":[{"id":"https://openalex.org/I64952554","display_name":"University of Sulaimani","ror":"https://ror.org/00saanr69","country_code":"IQ","type":"education","lineage":["https://openalex.org/I64952554"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Ahmed Salih Mohammed","raw_affiliation_strings":["Civil Engineering Department, College of Engineering, University of Sulaimani, Kurdistan Region, Iraq"],"affiliations":[{"raw_affiliation_string":"Civil Engineering Department, College of Engineering, University of Sulaimani, Kurdistan Region, Iraq","institution_ids":["https://openalex.org/I64952554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001490863","display_name":"Danial Jahed Armaghani","orcid":"https://orcid.org/0000-0001-8171-6403"},"institutions":[{"id":"https://openalex.org/I170238339","display_name":"Duy Tan University","ror":"https://ror.org/05ezss144","country_code":"VN","type":"education","lineage":["https://openalex.org/I170238339"]},{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY","VN"],"is_corresponding":true,"raw_author_name":"Danial Jahed Armaghani","raw_affiliation_strings":["Geotropik-Centre of Tropical Geoengineering, School of Civil Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia","Institute of Research and Development, Duy Tan University, Da Nang, 550000, Vietnam"],"affiliations":[{"raw_affiliation_string":"Geotropik-Centre of Tropical Geoengineering, School of Civil Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]},{"raw_affiliation_string":"Institute of Research and Development, Duy Tan University, Da Nang, 550000, Vietnam","institution_ids":["https://openalex.org/I170238339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100649005","display_name":"Jian Zhou","orcid":"https://orcid.org/0000-0003-4769-4487"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Zhou","raw_affiliation_strings":["School of Resources and Safety Engineering, Central South University, Changsha, 410083, China"],"affiliations":[{"raw_affiliation_string":"School of Resources and Safety Engineering, Central South University, Changsha, 410083, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043064343","display_name":"Edy Tonnizam Mohamad","orcid":null},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Edy Tonnizam Mohamad","raw_affiliation_strings":["Geotropik-Centre of Tropical Geoengineering, School of Civil Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Geotropik-Centre of Tropical Geoengineering, School of Civil Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5001490863"],"corresponding_institution_ids":["https://openalex.org/I170238339","https://openalex.org/I4576418"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":11.272,"has_fulltext":false,"cited_by_count":106,"citation_normalized_percentile":{"value":0.99287611,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"38","issue":"S5","first_page":"3811","last_page":"3827"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12482","display_name":"Tunneling and Rock Mechanics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12482","display_name":"Tunneling and Rock Mechanics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10161","display_name":"Rock Mechanics and Modeling","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11451","display_name":"Advanced Machining and Optimization Techniques","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.8992973566055298},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.551315426826477},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.511886477470398},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4812438488006592},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4242924749851227},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4111129641532898},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.23414745926856995}],"concepts":[{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.8992973566055298},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.551315426826477},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.511886477470398},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4812438488006592},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4242924749851227},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4111129641532898},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.23414745926856995},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00366-020-01225-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00366-020-01225-2","pdf_url":null,"source":{"id":"https://openalex.org/S89333158","display_name":"Engineering With Computers","issn_l":"0177-0667","issn":["0177-0667","1435-5663"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering with Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":89,"referenced_works":["https://openalex.org/W580000708","https://openalex.org/W581820307","https://openalex.org/W614119048","https://openalex.org/W1012429132","https://openalex.org/W1984530193","https://openalex.org/W1984995026","https://openalex.org/W1993799734","https://openalex.org/W1999931136","https://openalex.org/W2012218190","https://openalex.org/W2024921522","https://openalex.org/W2025932778","https://openalex.org/W2026131661","https://openalex.org/W2028803277","https://openalex.org/W2054224043","https://openalex.org/W2066794632","https://openalex.org/W2071455833","https://openalex.org/W2074897973","https://openalex.org/W2090283839","https://openalex.org/W2107921310","https://openalex.org/W2110529327","https://openalex.org/W2123929759","https://openalex.org/W2125213524","https://openalex.org/W2137296881","https://openalex.org/W2141695047","https://openalex.org/W2149337630","https://openalex.org/W2150347871","https://openalex.org/W2166186246","https://openalex.org/W2202283796","https://openalex.org/W2223110200","https://openalex.org/W2267540409","https://openalex.org/W2275902439","https://openalex.org/W2398958800","https://openalex.org/W2416069211","https://openalex.org/W2471117623","https://openalex.org/W2498534351","https://openalex.org/W2518276747","https://openalex.org/W2558299497","https://openalex.org/W2566958870","https://openalex.org/W2604737493","https://openalex.org/W2622670311","https://openalex.org/W2648578256","https://openalex.org/W2731140830","https://openalex.org/W2753943741","https://openalex.org/W2758887415","https://openalex.org/W2782515794","https://openalex.org/W2790687749","https://openalex.org/W2794172892","https://openalex.org/W2795018874","https://openalex.org/W2802368236","https://openalex.org/W2804367058","https://openalex.org/W2883108070","https://openalex.org/W2884906162","https://openalex.org/W2890756131","https://openalex.org/W2910749883","https://openalex.org/W2915329514","https://openalex.org/W2920610558","https://openalex.org/W2921910374","https://openalex.org/W2935714482","https://openalex.org/W2942549247","https://openalex.org/W2946640301","https://openalex.org/W2950419939","https://openalex.org/W2953868140","https://openalex.org/W2969758186","https://openalex.org/W2978294849","https://openalex.org/W2978323383","https://openalex.org/W2991441321","https://openalex.org/W2993501443","https://openalex.org/W2998638369","https://openalex.org/W3003380671","https://openalex.org/W3011540643","https://openalex.org/W3011784078","https://openalex.org/W3012012468","https://openalex.org/W3016060324","https://openalex.org/W3018320921","https://openalex.org/W3034487379","https://openalex.org/W3040469838","https://openalex.org/W3048100311","https://openalex.org/W3048264598","https://openalex.org/W3049708564","https://openalex.org/W3056663760","https://openalex.org/W3080851903","https://openalex.org/W3083289105","https://openalex.org/W3084584045","https://openalex.org/W3087008348","https://openalex.org/W3087374167","https://openalex.org/W3087877473","https://openalex.org/W3095300548","https://openalex.org/W3097465463","https://openalex.org/W3117353786"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W2969890106","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W2905251838","https://openalex.org/W4313488044","https://openalex.org/W3209574120"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":14}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}