{"id":"https://openalex.org/W3161260759","doi":"https://doi.org/10.1007/s12065-021-00606-w","title":"Prediction of rock mass rating using neural network with an improved rider optimization algorithm","display_name":"Prediction of rock mass rating using neural network with an improved rider optimization algorithm","publication_year":2021,"publication_date":"2021-05-08","ids":{"openalex":"https://openalex.org/W3161260759","doi":"https://doi.org/10.1007/s12065-021-00606-w","mag":"3161260759"},"language":"en","primary_location":{"id":"doi:10.1007/s12065-021-00606-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12065-021-00606-w","pdf_url":null,"source":{"id":"https://openalex.org/S182392644","display_name":"Evolutionary Intelligence","issn_l":"1864-5909","issn":["1864-5909","1864-5917"],"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":"Evolutionary Intelligence","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/A5100740611","display_name":"Wei Chen","orcid":"https://orcid.org/0000-0002-9696-0641"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Chen","raw_affiliation_strings":["School of Resource, Environment and Safety Engineering, Hunan University of Science and Technology, 411201, Xiangtan, Hunan, People\u2019s Republic of China","School of Resource, Environment and Safety Engineering, Hunan University of Science and Technology, 411201, Xiangtan, Hunan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Resource, Environment and Safety Engineering, Hunan University of Science and Technology, 411201, Xiangtan, Hunan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I121296143"]},{"raw_affiliation_string":"School of Resource, Environment and Safety Engineering, Hunan University of Science and Technology, 411201, Xiangtan, Hunan, People's Republic of China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101895563","display_name":"Wen Wan","orcid":"https://orcid.org/0000-0002-1064-9941"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Wan","raw_affiliation_strings":["School of Resource, Environment and Safety Engineering, Hunan University of Science and Technology, 411201, Xiangtan, Hunan, People\u2019s Republic of China","School of Resource, Environment and Safety Engineering, Hunan University of Science and Technology, 411201, Xiangtan, Hunan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Resource, Environment and Safety Engineering, Hunan University of Science and Technology, 411201, Xiangtan, Hunan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I121296143"]},{"raw_affiliation_string":"School of Resource, Environment and Safety Engineering, Hunan University of Science and Technology, 411201, Xiangtan, Hunan, People's Republic of China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008383262","display_name":"Wenqing Peng","orcid":"https://orcid.org/0000-0001-9474-0584"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenqing Peng","raw_affiliation_strings":["School of Resource, Environment and Safety Engineering, Hunan University of Science and Technology, 411201, Xiangtan, Hunan, People\u2019s Republic of China","School of Resource, Environment and Safety Engineering, Hunan University of Science and Technology, 411201, Xiangtan, Hunan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Resource, Environment and Safety Engineering, Hunan University of Science and Technology, 411201, Xiangtan, Hunan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I121296143"]},{"raw_affiliation_string":"School of Resource, Environment and Safety Engineering, Hunan University of Science and Technology, 411201, Xiangtan, Hunan, People's Republic of China","institution_ids":["https://openalex.org/I121296143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100740611"],"corresponding_institution_ids":["https://openalex.org/I121296143"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.1185,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.38862385,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"15","issue":"4","first_page":"2567","last_page":"2579"},"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":0.9991999864578247,"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/T10892","display_name":"Drilling and Well Engineering","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/artificial-neural-network","display_name":"Artificial neural network","score":0.6815628409385681},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6646166443824768},{"id":"https://openalex.org/keywords/mean-absolute-error","display_name":"Mean absolute error","score":0.5935015678405762},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.511172354221344},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4993157386779785},{"id":"https://openalex.org/keywords/mean-absolute-percentage-error","display_name":"Mean absolute percentage error","score":0.43123212456703186},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41558289527893066},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3564201891422272},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2972784638404846},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.198089599609375}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6815628409385681},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6646166443824768},{"id":"https://openalex.org/C188154048","wikidata":"https://www.wikidata.org/wiki/Q6803609","display_name":"Mean absolute error","level":3,"score":0.5935015678405762},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.511172354221344},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4993157386779785},{"id":"https://openalex.org/C150217764","wikidata":"https://www.wikidata.org/wiki/Q6803607","display_name":"Mean absolute percentage error","level":3,"score":0.43123212456703186},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41558289527893066},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3564201891422272},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2972784638404846},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.198089599609375},{"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/s12065-021-00606-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12065-021-00606-w","pdf_url":null,"source":{"id":"https://openalex.org/S182392644","display_name":"Evolutionary Intelligence","issn_l":"1864-5909","issn":["1864-5909","1864-5917"],"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":"Evolutionary Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2419940296","display_name":null,"funder_award_id":"51774131, 51774132, 51974118","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7610820021","display_name":null,"funder_award_id":"2020JJ5188","funder_id":"https://openalex.org/F4320322866","funder_display_name":"Natural Science Foundation of Hainan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322866","display_name":"Natural Science Foundation of Hainan Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1501531539","https://openalex.org/W1966143824","https://openalex.org/W1986960806","https://openalex.org/W1999946222","https://openalex.org/W2092147712","https://openalex.org/W2226359063","https://openalex.org/W2327894203","https://openalex.org/W2584403383","https://openalex.org/W2686770366","https://openalex.org/W2731140830","https://openalex.org/W2765679964","https://openalex.org/W2791372669","https://openalex.org/W2795656226","https://openalex.org/W2800769353","https://openalex.org/W2803543042","https://openalex.org/W2805031132","https://openalex.org/W2805966918","https://openalex.org/W2887356459","https://openalex.org/W2891171053","https://openalex.org/W2899354481","https://openalex.org/W2903975031","https://openalex.org/W2904118836","https://openalex.org/W2906021985","https://openalex.org/W2911595601","https://openalex.org/W2924970579","https://openalex.org/W2935762023","https://openalex.org/W2941082616","https://openalex.org/W2946241014","https://openalex.org/W2948236247","https://openalex.org/W2951341079","https://openalex.org/W2951641921","https://openalex.org/W2955140379","https://openalex.org/W2963516151","https://openalex.org/W2968710571","https://openalex.org/W2969463238","https://openalex.org/W2969561375","https://openalex.org/W2977503723","https://openalex.org/W2979567825","https://openalex.org/W3037744189","https://openalex.org/W3043233051","https://openalex.org/W3092467546","https://openalex.org/W3093221570","https://openalex.org/W3103812963","https://openalex.org/W3105754536","https://openalex.org/W3132380758","https://openalex.org/W3137482876"],"related_works":["https://openalex.org/W3178576217","https://openalex.org/W4385195237","https://openalex.org/W4247388746","https://openalex.org/W4285102093","https://openalex.org/W4318676890","https://openalex.org/W121055840","https://openalex.org/W4388038832","https://openalex.org/W2543255254","https://openalex.org/W2375849536","https://openalex.org/W4281799626"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}