{"id":"https://openalex.org/W2525773206","doi":"https://doi.org/10.15439/2016f211","title":"A practical study of neural network-based image classification model trained with transfer learning method","display_name":"A practical study of neural network-based image classification model trained with transfer learning method","publication_year":2016,"publication_date":"2016-10-02","ids":{"openalex":"https://openalex.org/W2525773206","doi":"https://doi.org/10.15439/2016f211","mag":"2525773206"},"language":"en","primary_location":{"id":"doi:10.15439/2016f211","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2016f211","pdf_url":"https://annals-csis.org/proceedings/2016/pliks/211.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2016/pliks/211.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055878780","display_name":"Marek D\u0105browski","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marek D\u0105browski","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073282165","display_name":"Justyna Gromada","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Justyna Gromada","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5024486248","display_name":"Tomasz Michalik","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tomasz Michalik","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5824,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68671336,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"9","issue":null,"first_page":"49","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.12449999898672104,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.12449999898672104,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.121799997985363,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.10779999941587448,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/computer-science","display_name":"Computer science","score":0.786467969417572},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.7108414173126221},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6953117847442627},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6773043870925903},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5096116065979004},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4794710874557495},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.478989839553833},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4390353262424469},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4290992319583893}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.786467969417572},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7108414173126221},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6953117847442627},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6773043870925903},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5096116065979004},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4794710874557495},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.478989839553833},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4390353262424469},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4290992319583893}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2016f211","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2016f211","pdf_url":"https://annals-csis.org/proceedings/2016/pliks/211.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:e8ef20c2c48e4c2cabca903c51021472","is_oa":true,"landing_page_url":"https://doaj.org/article/e8ef20c2c48e4c2cabca903c51021472","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 9, Pp 49-56 (2016)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2016f211","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2016f211","pdf_url":"https://annals-csis.org/proceedings/2016/pliks/211.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2525773206.pdf","grobid_xml":"https://content.openalex.org/works/W2525773206.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2097117768","https://openalex.org/W2141504882","https://openalex.org/W2163605009","https://openalex.org/W2183341477","https://openalex.org/W2480295938","https://openalex.org/W4299518610"],"related_works":["https://openalex.org/W4206357785","https://openalex.org/W3192840557","https://openalex.org/W4281381188","https://openalex.org/W2951211570","https://openalex.org/W3167935049","https://openalex.org/W3023427754","https://openalex.org/W4375928479","https://openalex.org/W3131673289","https://openalex.org/W3198847674","https://openalex.org/W3103940333"],"abstract_inverted_index":{"This":[0],"paper":[1,49],"deals":[2],"with":[3,26],"algorithms":[4],"for":[5],"image":[6,43,59],"classification,":[7],"which":[8],"aim":[9],"to":[10,37,56],"guess":[11],"\"what":[12],"is":[13,31,50],"on":[14],"the":[15,58],"picture\"":[16],"using":[17,62],"human-readable":[18],"labels":[19],"or":[20],"categories.":[21],"A":[22],"supervised":[23],"learning":[24],"approach":[25],"Convolutional":[27],"Neural":[28],"Networks":[29],"(CNNs)":[30],"studied":[32],"as":[33],"an":[34],"effective":[35],"solution":[36],"different":[38],"computer":[39],"vision":[40],"problems,":[41],"including":[42],"classification.":[44],"Main":[45],"contribution":[46],"of":[47,53],"this":[48],"a":[51],"set":[52],"practical":[54],"guidelines":[55],"tackle":[57],"classification":[60],"problem":[61],"publicly":[63],"available":[64],"tools":[65],"and":[66],"typical":[67],"hardware":[68],"platforms.":[69]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}