{"id":"https://openalex.org/W3007099651","doi":"https://doi.org/10.1007/s00521-020-04803-z","title":"Development of fuzzy-GMDH model optimized by GSA to predict rock tensile strength based on experimental datasets","display_name":"Development of fuzzy-GMDH model optimized by GSA to predict rock tensile strength based on experimental datasets","publication_year":2020,"publication_date":"2020-02-27","ids":{"openalex":"https://openalex.org/W3007099651","doi":"https://doi.org/10.1007/s00521-020-04803-z","mag":"3007099651"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-020-04803-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-04803-z","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","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/A5053487149","display_name":"Hooman Harandizadeh","orcid":"https://orcid.org/0000-0002-9337-0267"},"institutions":[{"id":"https://openalex.org/I115566878","display_name":"Shahid Bahonar University of Kerman","ror":"https://ror.org/04zn42r77","country_code":"IR","type":"education","lineage":["https://openalex.org/I115566878"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hooman Harandizadeh","raw_affiliation_strings":["Department of Civil Engineering, Faculty of Engineering, Shahid Bahonar University of Kerman, Pajoohesh Sq., Imam Khomeni Highway, P.O. Box 76169133, Kerman, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Faculty of Engineering, Shahid Bahonar University of Kerman, Pajoohesh Sq., Imam Khomeni Highway, P.O. Box 76169133, Kerman, Iran","institution_ids":["https://openalex.org/I115566878"]}]},{"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"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Danial Jahed Armaghani","raw_affiliation_strings":["Institute of Research and Development, Duy Tan University, Da Nang, 550000, Vietnam"],"affiliations":[{"raw_affiliation_string":"Institute of Research and Development, Duy Tan University, Da Nang, 550000, Vietnam","institution_ids":["https://openalex.org/I170238339"]}]},{"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":["Centre of Tropical Geoengineering (GEOTROPIK), School of Civil Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, 81310, Johor Bahru, Malaysia"],"affiliations":[{"raw_affiliation_string":"Centre of Tropical Geoengineering (GEOTROPIK), School of Civil Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, 81310, Johor Bahru, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001490863"],"corresponding_institution_ids":["https://openalex.org/I170238339"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.7991,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.9527659,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"32","issue":"17","first_page":"14047","last_page":"14067"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12482","display_name":"Tunneling and Rock Mechanics","score":0.9882000088691711,"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":0.9882000088691711,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10310","display_name":"Corrosion Behavior and Inhibition","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/group-method-of-data-handling","display_name":"Group method of data handling","score":0.7966381311416626},{"id":"https://openalex.org/keywords/schmidt-hammer","display_name":"Schmidt hammer","score":0.7515131831169128},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5815129280090332},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5214097499847412},{"id":"https://openalex.org/keywords/test-data","display_name":"Test data","score":0.4635568857192993},{"id":"https://openalex.org/keywords/soft-computing","display_name":"Soft computing","score":0.45407354831695557},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4374268651008606},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4111819863319397},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38377052545547485},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3813527524471283},{"id":"https://openalex.org/keywords/compressive-strength","display_name":"Compressive strength","score":0.1474469006061554},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.11622247099876404}],"concepts":[{"id":"https://openalex.org/C13926793","wikidata":"https://www.wikidata.org/wiki/Q3507155","display_name":"Group method of data handling","level":2,"score":0.7966381311416626},{"id":"https://openalex.org/C88893950","wikidata":"https://www.wikidata.org/wiki/Q14567133","display_name":"Schmidt hammer","level":3,"score":0.7515131831169128},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5815129280090332},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5214097499847412},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.4635568857192993},{"id":"https://openalex.org/C140073362","wikidata":"https://www.wikidata.org/wiki/Q738759","display_name":"Soft computing","level":3,"score":0.45407354831695557},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4374268651008606},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4111819863319397},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38377052545547485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3813527524471283},{"id":"https://openalex.org/C30407753","wikidata":"https://www.wikidata.org/wiki/Q186191","display_name":"Compressive strength","level":2,"score":0.1474469006061554},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.11622247099876404},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-020-04803-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-04803-z","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":93,"referenced_works":["https://openalex.org/W182850071","https://openalex.org/W1132038451","https://openalex.org/W1502441705","https://openalex.org/W1527454178","https://openalex.org/W1531979232","https://openalex.org/W1537843356","https://openalex.org/W1553939018","https://openalex.org/W1637502016","https://openalex.org/W1640481266","https://openalex.org/W1697944134","https://openalex.org/W1770912791","https://openalex.org/W1814548317","https://openalex.org/W1971888031","https://openalex.org/W1971891346","https://openalex.org/W1975107448","https://openalex.org/W1986746716","https://openalex.org/W1990361609","https://openalex.org/W1991122827","https://openalex.org/W1992176519","https://openalex.org/W1995450389","https://openalex.org/W1997388854","https://openalex.org/W1998329781","https://openalex.org/W1999812505","https://openalex.org/W2002536914","https://openalex.org/W2005090293","https://openalex.org/W2014554825","https://openalex.org/W2016895553","https://openalex.org/W2017215712","https://openalex.org/W2026825463","https://openalex.org/W2044042163","https://openalex.org/W2055631528","https://openalex.org/W2058103303","https://openalex.org/W2061975530","https://openalex.org/W2062932950","https://openalex.org/W2067183857","https://openalex.org/W2071458000","https://openalex.org/W2072641542","https://openalex.org/W2072955302","https://openalex.org/W2079325629","https://openalex.org/W2082724884","https://openalex.org/W2086439824","https://openalex.org/W2094749864","https://openalex.org/W2106987068","https://openalex.org/W2108702169","https://openalex.org/W2113076747","https://openalex.org/W2113100405","https://openalex.org/W2121067334","https://openalex.org/W2143647408","https://openalex.org/W2150913357","https://openalex.org/W2187213507","https://openalex.org/W2230017897","https://openalex.org/W2260796052","https://openalex.org/W2290070320","https://openalex.org/W2321532540","https://openalex.org/W2327996601","https://openalex.org/W2346276199","https://openalex.org/W2346711699","https://openalex.org/W2401012801","https://openalex.org/W2516398737","https://openalex.org/W2519188502","https://openalex.org/W2537450119","https://openalex.org/W2544251039","https://openalex.org/W2565096682","https://openalex.org/W2566958870","https://openalex.org/W2567139121","https://openalex.org/W2608710759","https://openalex.org/W2790482354","https://openalex.org/W2792789292","https://openalex.org/W2793569212","https://openalex.org/W2811266281","https://openalex.org/W2884906162","https://openalex.org/W2885684091","https://openalex.org/W2896167801","https://openalex.org/W2905485021","https://openalex.org/W2907556463","https://openalex.org/W2910686206","https://openalex.org/W2920897378","https://openalex.org/W2921910374","https://openalex.org/W2935714482","https://openalex.org/W2944412656","https://openalex.org/W2946387115","https://openalex.org/W2950419939","https://openalex.org/W2952135913","https://openalex.org/W2954472384","https://openalex.org/W2955544775","https://openalex.org/W2956085207","https://openalex.org/W2957408557","https://openalex.org/W2963309973","https://openalex.org/W2983468996","https://openalex.org/W2993243199","https://openalex.org/W2995284026","https://openalex.org/W4232561217","https://openalex.org/W4249749961"],"related_works":["https://openalex.org/W2888377542","https://openalex.org/W1985207154","https://openalex.org/W2462918843","https://openalex.org/W825053570","https://openalex.org/W2042251895","https://openalex.org/W2019924964","https://openalex.org/W3007099651","https://openalex.org/W3097959559","https://openalex.org/W4225155576","https://openalex.org/W2883641293"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}