{"id":"https://openalex.org/W3135208168","doi":"https://doi.org/10.1007/s00521-021-05849-3","title":"Automatic classification of volcanic rocks from thin section images using transfer learning networks","display_name":"Automatic classification of volcanic rocks from thin section images using transfer learning networks","publication_year":2021,"publication_date":"2021-03-09","ids":{"openalex":"https://openalex.org/W3135208168","doi":"https://doi.org/10.1007/s00521-021-05849-3","mag":"3135208168"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-021-05849-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-021-05849-3","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/A5076672955","display_name":"\u00d6zlem Polat","orcid":"https://orcid.org/0000-0002-9395-4465"},"institutions":[{"id":"https://openalex.org/I12700597","display_name":"Sivas Cumhuriyet \u00dcniversitesi","ror":"https://ror.org/04f81fm77","country_code":"TR","type":"education","lineage":["https://openalex.org/I12700597"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"\u00d6zlem Polat","raw_affiliation_strings":["Department of Mechatronics Engineering, Sivas Cumhuriyet University, 58140, Sivas, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-9395-4465","affiliations":[{"raw_affiliation_string":"Department of Mechatronics Engineering, Sivas Cumhuriyet University, 58140, Sivas, Turkey","institution_ids":["https://openalex.org/I12700597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007774246","display_name":"Ali Polat","orcid":"https://orcid.org/0000-0002-9147-3633"},"institutions":[{"id":"https://openalex.org/I4210107944","display_name":"Sivas State Hospital","ror":"https://ror.org/01myv5196","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210107944"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ali Polat","raw_affiliation_strings":["Sivas Provincial Disaster and Emergency Directorate, Sivas, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-9147-3633","affiliations":[{"raw_affiliation_string":"Sivas Provincial Disaster and Emergency Directorate, Sivas, Turkey","institution_ids":["https://openalex.org/I4210107944"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067785835","display_name":"Taner Ekici","orcid":"https://orcid.org/0000-0002-7420-3877"},"institutions":[{"id":"https://openalex.org/I12700597","display_name":"Sivas Cumhuriyet \u00dcniversitesi","ror":"https://ror.org/04f81fm77","country_code":"TR","type":"education","lineage":["https://openalex.org/I12700597"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Taner Ekici","raw_affiliation_strings":["Department of Geology Engineering, Sivas Cumhuriyet University, 58140, Sivas, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-7420-3877","affiliations":[{"raw_affiliation_string":"Department of Geology Engineering, Sivas Cumhuriyet University, 58140, Sivas, Turkey","institution_ids":["https://openalex.org/I12700597"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076672955"],"corresponding_institution_ids":["https://openalex.org/I12700597"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.1693,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.94765197,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"33","issue":"18","first_page":"11531","last_page":"11540"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9986000061035156,"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":0.9986000061035156,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.7279726266860962},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7126651406288147},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6500451564788818},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5992780923843384},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5561128854751587},{"id":"https://openalex.org/keywords/section","display_name":"Section (typography)","score":0.5339717864990234},{"id":"https://openalex.org/keywords/thin-section","display_name":"Thin section","score":0.5222026705741882},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5205358266830444},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5085357427597046},{"id":"https://openalex.org/keywords/volcano","display_name":"Volcano","score":0.450347363948822},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.39049309492111206},{"id":"https://openalex.org/keywords/petrology","display_name":"Petrology","score":0.11453860998153687},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.06520739197731018}],"concepts":[{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7279726266860962},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7126651406288147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6500451564788818},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5992780923843384},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5561128854751587},{"id":"https://openalex.org/C2780129039","wikidata":"https://www.wikidata.org/wiki/Q1931107","display_name":"Section (typography)","level":2,"score":0.5339717864990234},{"id":"https://openalex.org/C123677613","wikidata":"https://www.wikidata.org/wiki/Q542715","display_name":"Thin section","level":2,"score":0.5222026705741882},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5205358266830444},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5085357427597046},{"id":"https://openalex.org/C120806208","wikidata":"https://www.wikidata.org/wiki/Q8072","display_name":"Volcano","level":2,"score":0.450347363948822},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.39049309492111206},{"id":"https://openalex.org/C5900021","wikidata":"https://www.wikidata.org/wiki/Q163082","display_name":"Petrology","level":1,"score":0.11453860998153687},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.06520739197731018},{"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/s00521-021-05849-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-021-05849-3","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":33,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W46659105","https://openalex.org/W123489686","https://openalex.org/W1636771407","https://openalex.org/W1735189159","https://openalex.org/W1964700079","https://openalex.org/W1965132794","https://openalex.org/W1965878636","https://openalex.org/W1968114652","https://openalex.org/W1979307164","https://openalex.org/W2021586754","https://openalex.org/W2079835872","https://openalex.org/W2084438046","https://openalex.org/W2088708783","https://openalex.org/W2090087086","https://openalex.org/W2106183280","https://openalex.org/W2133797531","https://openalex.org/W2147800946","https://openalex.org/W2158698691","https://openalex.org/W2170505850","https://openalex.org/W2176950688","https://openalex.org/W2557283755","https://openalex.org/W2753789438","https://openalex.org/W2763884782","https://openalex.org/W2888728157","https://openalex.org/W2949650786","https://openalex.org/W2963446712","https://openalex.org/W2966639718","https://openalex.org/W2968729886","https://openalex.org/W3014201533","https://openalex.org/W3048957408","https://openalex.org/W3104258799","https://openalex.org/W4246661287"],"related_works":["https://openalex.org/W2951211570","https://openalex.org/W4312417841","https://openalex.org/W4321369474","https://openalex.org/W3192840557","https://openalex.org/W3091976719","https://openalex.org/W3018421652","https://openalex.org/W4220996320","https://openalex.org/W4285149559","https://openalex.org/W2996856019","https://openalex.org/W3012459282"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-23T08:51:43.019350","created_date":"2025-10-10T00:00:00"}
