{"id":"https://openalex.org/W2726433877","doi":"https://doi.org/10.1109/siu.2017.7960640","title":"Classification of modern art movements with computational methods: Initial results","display_name":"Classification of modern art movements with computational methods: Initial results","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2726433877","doi":"https://doi.org/10.1109/siu.2017.7960640","mag":"2726433877"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2017.7960640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2017.7960640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-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/A5084784608","display_name":"\u00d6. Tolga Alt\u0131n\u00f6z","orcid":"https://orcid.org/0000-0003-1236-7961"},"institutions":[{"id":"https://openalex.org/I149218525","display_name":"Ankara University","ror":"https://ror.org/01wntqw50","country_code":"TR","type":"education","lineage":["https://openalex.org/I149218525"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"O. Tolga Altinoz","raw_affiliation_strings":["Elektrik Elektronik M\u00fchendisli\u011fi, Ankara \u00dcniversitesi, G\u00f6lba\u015f\u0131, Ankara, T\u00fcrkiye"],"affiliations":[{"raw_affiliation_string":"Elektrik Elektronik M\u00fchendisli\u011fi, Ankara \u00dcniversitesi, G\u00f6lba\u015f\u0131, Ankara, T\u00fcrkiye","institution_ids":["https://openalex.org/I149218525"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035827648","display_name":"Meltem \u00d6zkan Alt\u0131n\u00f6z","orcid":"https://orcid.org/0000-0002-0497-131X"},"institutions":[{"id":"https://openalex.org/I173761726","display_name":"Karab\u00fck University","ror":"https://ror.org/04wy7gp54","country_code":"TR","type":"education","lineage":["https://openalex.org/I173761726"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Meltem Ozkan Altinoz","raw_affiliation_strings":["End\u00fcstri \u00dcr\u00fcnleri Tasar\u0131m B\u00f6l\u00fcm\u00fc, Karab\u00fck \u00dcniversitesi, Safranbolu, Karab\u00fck, T\u00fcrkiye"],"affiliations":[{"raw_affiliation_string":"End\u00fcstri \u00dcr\u00fcnleri Tasar\u0131m B\u00f6l\u00fcm\u00fc, Karab\u00fck \u00dcniversitesi, Safranbolu, Karab\u00fck, T\u00fcrkiye","institution_ids":["https://openalex.org/I173761726"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5084784608"],"corresponding_institution_ids":["https://openalex.org/I149218525"],"apc_list":null,"apc_paid":null,"fwci":0.1282,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46019426,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9569000005722046,"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"}},{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9490000009536743,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8378373980522156},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.8346663117408752},{"id":"https://openalex.org/keywords/painting","display_name":"Painting","score":0.7606385946273804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6867926120758057},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6825978755950928},{"id":"https://openalex.org/keywords/histogram-of-oriented-gradients","display_name":"Histogram of oriented gradients","score":0.647149920463562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6159188747406006},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5964778661727905},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5369244813919067},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5354281663894653},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4283730387687683},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4175057113170624},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.4152311086654663},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3988991379737854},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34887778759002686},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.11512532830238342},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.08463680744171143}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8378373980522156},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.8346663117408752},{"id":"https://openalex.org/C205783811","wikidata":"https://www.wikidata.org/wiki/Q11629","display_name":"Painting","level":2,"score":0.7606385946273804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6867926120758057},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6825978755950928},{"id":"https://openalex.org/C17426736","wikidata":"https://www.wikidata.org/wiki/Q419918","display_name":"Histogram of oriented gradients","level":4,"score":0.647149920463562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6159188747406006},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5964778661727905},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5369244813919067},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5354281663894653},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4283730387687683},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4175057113170624},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.4152311086654663},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3988991379737854},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34887778759002686},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.11512532830238342},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.08463680744171143},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu.2017.7960640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2017.7960640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1574496672","https://openalex.org/W2107034620","https://openalex.org/W2108240927","https://openalex.org/W2119605622","https://openalex.org/W2127218421","https://openalex.org/W2155258183","https://openalex.org/W2172000360","https://openalex.org/W3144510026","https://openalex.org/W4234036766","https://openalex.org/W4239510810"],"related_works":["https://openalex.org/W2071599417","https://openalex.org/W2048716406","https://openalex.org/W1870444468","https://openalex.org/W1964725559","https://openalex.org/W3109748140","https://openalex.org/W2433492094","https://openalex.org/W1556327589","https://openalex.org/W804729978","https://openalex.org/W2809600522","https://openalex.org/W2027335291"],"abstract_inverted_index":{"In":[0,93],"this":[1,12],"study,":[2],"the":[3,32,105],"similarity":[4,33],"between":[5,34],"different":[6,15,26],"art":[7,16,37,43,96],"movements":[8,17,38,44,97],"is":[9],"investigated.":[10],"For":[11],"purpose,":[13],"five":[14],"are":[18,23,45,55,68,72,79,87,98,107],"selected":[19],"and":[20,39,47,63,76,100],"thirty":[21],"paintings":[22,35],"determined":[24],"from":[25,40],"painters.":[27],"By":[28],"using":[29,50],"these":[30,77,103],"paintings,":[31],"inside":[36],"other":[41],"modern":[42,95],"shown":[46],"classified":[48,80],"by":[49],"mathematical":[51],"methods.":[52],"Computational":[53],"methods":[54],"used":[56],"for":[57,91],"classification.":[58,92],"Bag":[59],"of":[60],"feature":[61],"(BoF)":[62],"support":[64],"vector":[65],"machine":[66],"(SVM)":[67],"utilized.":[69],"Image":[70],"features":[71],"extracted":[73],"with":[74],"BoF":[75],"properties":[78],"to":[81,89],"get":[82],"histogram.":[83],"These":[84],"histogram":[85],"data":[86],"applied":[88],"SVM":[90],"conclusion,":[94],"classified,":[99],"based":[101],"on":[102],"results":[104],"differences":[106],"discussed.":[108]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
