{"id":"https://openalex.org/W2020041534","doi":"https://doi.org/10.1007/s00366-015-0404-3","title":"Genetic programing and non-linear multiple regression techniques to predict backbreak in blasting operation","display_name":"Genetic programing and non-linear multiple regression techniques to predict backbreak in blasting operation","publication_year":2015,"publication_date":"2015-04-16","ids":{"openalex":"https://openalex.org/W2020041534","doi":"https://doi.org/10.1007/s00366-015-0404-3","mag":"2020041534"},"language":"en","primary_location":{"id":"doi:10.1007/s00366-015-0404-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00366-015-0404-3","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/A5007436379","display_name":"Roohollah Shirani Faradonbeh","orcid":"https://orcid.org/0000-0002-1518-3597"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Roohollah Shirani Faradonbeh","raw_affiliation_strings":["Department of Mining, Tarbiat Modares University, 14115-143, Tehran, Iran","Department of Mining, Tarbiat Modares University, Tehran, Iran 14115-143#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mining, Tarbiat Modares University, 14115-143, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]},{"raw_affiliation_string":"Department of Mining, Tarbiat Modares University, Tehran, Iran 14115-143#TAB#","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002972089","display_name":"Masoud Monjezi","orcid":"https://orcid.org/0000-0001-6376-9181"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Masoud Monjezi","raw_affiliation_strings":["Department of Mining, Tarbiat Modares University, 14115-143, Tehran, Iran","Department of Mining, Tarbiat Modares University, Tehran, Iran 14115-143#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mining, Tarbiat Modares University, 14115-143, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]},{"raw_affiliation_string":"Department of Mining, Tarbiat Modares University, Tehran, Iran 14115-143#TAB#","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001490863","display_name":"Danial Jahed Armaghani","orcid":"https://orcid.org/0000-0001-8171-6403"},"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":"Danial Jahed Armaghani","raw_affiliation_strings":["Department of Geotechnics and Transportation, Faculty of Civil Engineering, Universiti Teknologi Malaysia, UTM Skudai, 81310, Johor Bahru, Johor, Malaysia","Department of Geotechnics and Transportation, Faculty of Civil Engineering, Universiti Teknologi Malaysia, Johor Bahru, Malaysia 81310#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geotechnics and Transportation, Faculty of Civil Engineering, Universiti Teknologi Malaysia, UTM Skudai, 81310, Johor Bahru, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]},{"raw_affiliation_string":"Department of Geotechnics and Transportation, Faculty of Civil Engineering, Universiti Teknologi Malaysia, Johor Bahru, Malaysia 81310#TAB#","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5002972089"],"corresponding_institution_ids":["https://openalex.org/I1516879"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":11.8102,"has_fulltext":false,"cited_by_count":114,"citation_normalized_percentile":{"value":0.99105712,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"32","issue":"1","first_page":"123","last_page":"133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9990000128746033,"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/T12482","display_name":"Tunneling and Rock Mechanics","score":0.9977999925613403,"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/T10892","display_name":"Drilling and Well Engineering","score":0.9976999759674072,"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/rock-blasting","display_name":"Rock blasting","score":0.6861809492111206},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5748257637023926},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.5407888889312744},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.49785780906677246},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.475119411945343},{"id":"https://openalex.org/keywords/coefficient-of-determination","display_name":"Coefficient of determination","score":0.4571511745452881},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.45512932538986206},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.44835054874420166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.444282203912735},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4396418631076813},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.42901864647865295},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4208261966705322},{"id":"https://openalex.org/keywords/copper-mine","display_name":"Copper mine","score":0.41985005140304565},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33573102951049805},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3324225842952728},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.23689427971839905},{"id":"https://openalex.org/keywords/mining-engineering","display_name":"Mining engineering","score":0.19206282496452332},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.09862375259399414}],"concepts":[{"id":"https://openalex.org/C50933969","wikidata":"https://www.wikidata.org/wiki/Q2891954","display_name":"Rock blasting","level":2,"score":0.6861809492111206},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5748257637023926},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.5407888889312744},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.49785780906677246},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.475119411945343},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.4571511745452881},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.45512932538986206},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.44835054874420166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.444282203912735},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4396418631076813},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.42901864647865295},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4208261966705322},{"id":"https://openalex.org/C2994103380","wikidata":"https://www.wikidata.org/wiki/Q766401","display_name":"Copper mine","level":3,"score":0.41985005140304565},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33573102951049805},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3324225842952728},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.23689427971839905},{"id":"https://openalex.org/C16674752","wikidata":"https://www.wikidata.org/wiki/Q1370637","display_name":"Mining engineering","level":1,"score":0.19206282496452332},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.09862375259399414},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C544778455","wikidata":"https://www.wikidata.org/wiki/Q753","display_name":"Copper","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00366-015-0404-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00366-015-0404-3","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W13873446","https://openalex.org/W636397748","https://openalex.org/W756015493","https://openalex.org/W1453576554","https://openalex.org/W1490095204","https://openalex.org/W1511502491","https://openalex.org/W1525481129","https://openalex.org/W1971377153","https://openalex.org/W1981947486","https://openalex.org/W1984815740","https://openalex.org/W1988392046","https://openalex.org/W1988523040","https://openalex.org/W1996393549","https://openalex.org/W1996980189","https://openalex.org/W2002536914","https://openalex.org/W2004489837","https://openalex.org/W2022553466","https://openalex.org/W2023586206","https://openalex.org/W2037934756","https://openalex.org/W2041984125","https://openalex.org/W2047350787","https://openalex.org/W2054479018","https://openalex.org/W2058103303","https://openalex.org/W2085454488","https://openalex.org/W2085860939","https://openalex.org/W2090294555","https://openalex.org/W2090821100","https://openalex.org/W2094749864","https://openalex.org/W2101881769","https://openalex.org/W2110529327","https://openalex.org/W2116280993","https://openalex.org/W2116671676","https://openalex.org/W2148975016","https://openalex.org/W2155737263","https://openalex.org/W2168974883","https://openalex.org/W2170756561","https://openalex.org/W2253514452","https://openalex.org/W2323602837","https://openalex.org/W2797235937"],"related_works":["https://openalex.org/W2368964808","https://openalex.org/W2393975294","https://openalex.org/W2659933339","https://openalex.org/W2364784002","https://openalex.org/W2755828367","https://openalex.org/W4383721055","https://openalex.org/W2909099826","https://openalex.org/W4214620440","https://openalex.org/W4309845446","https://openalex.org/W3212595790"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":18},{"year":2015,"cited_by_count":6}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
