{"id":"https://openalex.org/W2553662733","doi":"https://doi.org/10.1186/s12859-016-1318-9","title":"Bioimage classification with subcategory discriminant transform of high dimensional visual descriptors","display_name":"Bioimage classification with subcategory discriminant transform of high dimensional visual descriptors","publication_year":2016,"publication_date":"2016-11-16","ids":{"openalex":"https://openalex.org/W2553662733","doi":"https://doi.org/10.1186/s12859-016-1318-9","mag":"2553662733","pmid":"https://pubmed.ncbi.nlm.nih.gov/27852213"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-016-1318-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-016-1318-9","pdf_url":null,"source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1186/s12859-016-1318-9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041567418","display_name":"Yang Song","orcid":"https://orcid.org/0000-0003-1283-1672"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Yang Song","raw_affiliation_strings":["School of Information Technologies, The University of Sydney, Sydney, Australia. yang.song@sydney.edu.au","School of Information Technologies, The University of Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technologies, The University of Sydney, Sydney, Australia. yang.song@sydney.edu.au","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"School of Information Technologies, The University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076697411","display_name":"Weidong Cai","orcid":"https://orcid.org/0000-0003-3706-8896"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Weidong Cai","raw_affiliation_strings":["School of Information Technologies, The University of Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technologies, The University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060016795","display_name":"Heng Huang","orcid":"https://orcid.org/0000-0002-3483-8333"},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Heng Huang","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Texas, Arlington, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Texas, Arlington, USA","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068891693","display_name":"Dagan Feng","orcid":"https://orcid.org/0000-0002-3381-214X"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Dagan Feng","raw_affiliation_strings":["Med-X Research Institute, Shanghai Jiaotong University, Shanghai, China","School of Information Technologies, The University of Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Med-X Research Institute, Shanghai Jiaotong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"School of Information Technologies, The University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112684346","display_name":"Yue Wang","orcid":"https://orcid.org/0009-0003-5310-2713"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yue Wang","raw_affiliation_strings":["Bradley Department of Electrical and Computer Engineering, Virginia Polytechnic Institute and State University, Arlington, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bradley Department of Electrical and Computer Engineering, Virginia Polytechnic Institute and State University, Arlington, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062531812","display_name":"Mei Chen","orcid":"https://orcid.org/0000-0001-9234-2515"},"institutions":[{"id":"https://openalex.org/I113508548","display_name":"Albany State University","ror":"https://ror.org/01vme4277","country_code":"US","type":"education","lineage":["https://openalex.org/I113508548"]},{"id":"https://openalex.org/I392282","display_name":"University at Albany, State University of New York","ror":"https://ror.org/012zs8222","country_code":"US","type":"education","lineage":["https://openalex.org/I392282"]},{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mei Chen","raw_affiliation_strings":["Computer Engineering Department, University of Albany State University of New York, Albany, USA","Robotics Institute, Carnegie Mellon University, Pittsburgh, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, University of Albany State University of New York, Albany, USA","institution_ids":["https://openalex.org/I113508548","https://openalex.org/I392282"]},{"raw_affiliation_string":"Robotics Institute, Carnegie Mellon University, Pittsburgh, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5041567418"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":{"value":2790,"currency":"USD","value_usd":2790},"fwci":4.3207,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.93814318,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"17","issue":"1","first_page":"465","last_page":"465"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9574000239372253,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9574000239372253,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.016899999231100082,"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/T10862","display_name":"AI in cancer detection","score":0.008500000461935997,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7173710465431213},{"id":"https://openalex.org/keywords/discriminant","display_name":"Discriminant","score":0.6303447484970093},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.6252794861793518},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6188402771949768},{"id":"https://openalex.org/keywords/subcategory","display_name":"Subcategory","score":0.6089499592781067},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4354196786880493},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.321206271648407}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7173710465431213},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.6303447484970093},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.6252794861793518},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6188402771949768},{"id":"https://openalex.org/C2780617661","wikidata":"https://www.wikidata.org/wiki/Q541563","display_name":"Subcategory","level":2,"score":0.6089499592781067},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4354196786880493},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.321206271648407},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12859-016-1318-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-016-1318-9","pdf_url":null,"source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:27852213","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27852213","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:europepmc.org:4076666","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5112644","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:ses.library.usyd.edu.au:2123/21556","is_oa":false,"landing_page_url":"https://hdl.handle.net/2123/21556","pdf_url":null,"source":{"id":"https://openalex.org/S4306402414","display_name":"The Sydney eScholarship Repository (The University of Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I129604602","host_organization_name":"The University of Sydney","host_organization_lineage":["https://openalex.org/I129604602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1186/s12859-016-1318-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-016-1318-9","pdf_url":null,"source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.75,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G727567409","display_name":"Discriminative detection and quantification of cancer imaging biomarkers","funder_award_id":"DE150101655","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W101697616","https://openalex.org/W819977924","https://openalex.org/W1542534308","https://openalex.org/W1566135517","https://openalex.org/W1606858007","https://openalex.org/W1835905048","https://openalex.org/W1909952827","https://openalex.org/W1929034827","https://openalex.org/W1965214436","https://openalex.org/W1970480709","https://openalex.org/W1972720186","https://openalex.org/W1975780119","https://openalex.org/W1976921161","https://openalex.org/W1993377852","https://openalex.org/W2003217181","https://openalex.org/W2012227432","https://openalex.org/W2019679659","https://openalex.org/W2027922120","https://openalex.org/W2041433259","https://openalex.org/W2041657594","https://openalex.org/W2046875449","https://openalex.org/W2047643928","https://openalex.org/W2056829492","https://openalex.org/W2060642488","https://openalex.org/W2066650804","https://openalex.org/W2072422078","https://openalex.org/W2079579181","https://openalex.org/W2088843485","https://openalex.org/W2089691539","https://openalex.org/W2092466684","https://openalex.org/W2098140880","https://openalex.org/W2107554012","https://openalex.org/W2111254256","https://openalex.org/W2112385576","https://openalex.org/W2113311533","https://openalex.org/W2113855951","https://openalex.org/W2114588272","https://openalex.org/W2138299457","https://openalex.org/W2140099710","https://openalex.org/W2143055991","https://openalex.org/W2147377972","https://openalex.org/W2154917588","https://openalex.org/W2156398782","https://openalex.org/W2157785665","https://openalex.org/W2161106546","https://openalex.org/W2163352848","https://openalex.org/W2163605009","https://openalex.org/W2164765928","https://openalex.org/W2165879419","https://openalex.org/W2168356304","https://openalex.org/W2171997925","https://openalex.org/W2200290088","https://openalex.org/W2202639555","https://openalex.org/W2279389814","https://openalex.org/W2295309472","https://openalex.org/W2296706175","https://openalex.org/W2397845744","https://openalex.org/W2404719367","https://openalex.org/W2618530766","https://openalex.org/W4243967044"],"related_works":["https://openalex.org/W2350751952","https://openalex.org/W2362114017","https://openalex.org/W1999647744","https://openalex.org/W3147024994","https://openalex.org/W1978302214","https://openalex.org/W2374055396","https://openalex.org/W2063246903","https://openalex.org/W2021817983","https://openalex.org/W2156856390","https://openalex.org/W3021047493"],"abstract_inverted_index":{"BACKGROUND:":[0],"Bioimage":[1],"classification":[2,31,43,99,124,130,171,204],"is":[3],"a":[4,28,39,49,61,111,168,175,182],"fundamental":[5],"problem":[6],"for":[7,155,201],"many":[8],"important":[9],"biological":[10],"studies":[11],"that":[12,33,53,146],"require":[13],"accurate":[14],"cell":[15],"phenotype":[16],"recognition,":[17],"subcellular":[18],"localization,":[19],"and":[20,85,114,121,181],"histopathological":[21],"classification.":[22],"In":[23],"this":[24],"paper,":[25],"we":[26],"present":[27,167],"new":[29],"bioimage":[30,98,170],"method":[32,94,127],"can":[34],"be":[35],"generally":[36],"applicable":[37],"to":[38,47,68,80,133,140,158],"wide":[40],"variety":[41],"of":[42,74],"problems.":[44,125],"We":[45,58,91,143,166],"propose":[46],"use":[48],"high-dimensional":[50],"multi-modal":[51],"descriptor":[52],"combines":[54],"multiple":[55],"texture":[56],"features.":[57],"also":[59,144],"design":[60],"novel":[62],"subcategory":[63],"discriminant":[64,163],"transform":[65],"(SDT)":[66],"algorithm":[67],"further":[69],"enhance":[70],"the":[71,82,87,102,115,149,191,199],"discriminative":[72,184],"power":[73],"descriptors":[75],"by":[76],"learning":[77],"convolution":[78],"kernels":[79],"reduce":[81],"within-class":[83],"variation":[84],"increase":[86],"between-class":[88],"difference.":[89],"RESULTS:":[90],"evaluate":[92],"our":[93],"on":[95,135,190],"eight":[96],"different":[97,203],"tasks":[100,137],"using":[101],"publicly":[103],"available":[104],"IICBU":[105,192],"2008":[106,193],"database.":[107],"Each":[108],"task":[109],"comprises":[110,174],"separate":[112],"dataset,":[113],"collection":[116],"represents":[117],"typical":[118],"subcellular,":[119],"cellular,":[120],"tissue":[122],"level":[123],"Our":[126,188],"demonstrates":[128,195],"improved":[129,196],"accuracy":[131],"(0.9":[132],"9%)":[134],"six":[136,202],"when":[138],"compared":[139],"state-of-the-art":[141,200],"approaches.":[142],"find":[145],"SDT":[147],"outperforms":[148],"well-known":[150],"dimension":[151],"reduction":[152],"techniques,":[153],"with":[154],"example":[156],"0.2":[157],"13%":[159],"improvement":[160],"over":[161,198],"linear":[162],"analysis.":[164],"CONCLUSIONS:":[165],"general":[169],"method,":[172],"which":[173],"highly":[176],"descriptive":[177],"visual":[178],"feature":[179,185],"representation":[180],"learning-based":[183],"transformation":[186],"algorithm.":[187],"evaluation":[189],"database":[194],"performance":[197],"tasks.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
