{"id":"https://openalex.org/W2029694811","doi":"https://doi.org/10.1109/dbta.2010.5658960","title":"Incorporating Domain Knowledge into Multistrategical Image Classification","display_name":"Incorporating Domain Knowledge into Multistrategical Image Classification","publication_year":2010,"publication_date":"2010-11-01","ids":{"openalex":"https://openalex.org/W2029694811","doi":"https://doi.org/10.1109/dbta.2010.5658960","mag":"2029694811"},"language":"en","primary_location":{"id":"doi:10.1109/dbta.2010.5658960","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dbta.2010.5658960","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 2nd International Workshop on Database Technology and Applications","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/A5013527762","display_name":"Haiwei Pan","orcid":"https://orcid.org/0000-0001-9297-5662"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haiwei Pan","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering of Technology, Harbin, China","College of Computer Sci. and Tech., Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering of Technology, Harbin, China","institution_ids":[]},{"raw_affiliation_string":"College of Computer Sci. and Tech., Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002982967","display_name":"Niu Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Niu Zhang","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering of Technology, Harbin, China","College of Computer Sci. and Tech., Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering of Technology, Harbin, China","institution_ids":[]},{"raw_affiliation_string":"College of Computer Sci. and Tech., Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012682887","display_name":"Qilong Han","orcid":"https://orcid.org/0000-0002-5185-8387"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qilong Han","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering of Technology, Harbin, China","College of Computer Sci. and Tech., Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering of Technology, Harbin, China","institution_ids":[]},{"raw_affiliation_string":"College of Computer Sci. and Tech., Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101771010","display_name":"Guisheng Yin","orcid":"https://orcid.org/0000-0003-0924-4741"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guisheng Yin","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering of Technology, Harbin, China","College of Computer Sci. and Tech., Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering of Technology, Harbin, China","institution_ids":[]},{"raw_affiliation_string":"College of Computer Sci. and Tech., Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013527762"],"corresponding_institution_ids":["https://openalex.org/I151727225"],"apc_list":null,"apc_paid":null,"fwci":0.6374,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69636936,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9991999864578247,"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":0.9911999702453613,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9822999835014343,"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/classifier","display_name":"Classifier (UML)","score":0.7717094421386719},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7368228435516357},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.7079720497131348},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6725014448165894},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5815433263778687},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5261732339859009},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.5080435276031494},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.44548171758651733},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4382505416870117},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.4365493357181549},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.4315928518772125},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36512017250061035},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.347087025642395},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11841833591461182}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7717094421386719},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7368228435516357},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.7079720497131348},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6725014448165894},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5815433263778687},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5261732339859009},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.5080435276031494},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.44548171758651733},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4382505416870117},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.4365493357181549},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.4315928518772125},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36512017250061035},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.347087025642395},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11841833591461182},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dbta.2010.5658960","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dbta.2010.5658960","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 2nd International Workshop on Database Technology and Applications","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":15,"referenced_works":["https://openalex.org/W1513282898","https://openalex.org/W1548162967","https://openalex.org/W1918522533","https://openalex.org/W1980618358","https://openalex.org/W2020549068","https://openalex.org/W2100406636","https://openalex.org/W2113949814","https://openalex.org/W2125055259","https://openalex.org/W2127955083","https://openalex.org/W2135123541","https://openalex.org/W2145283065","https://openalex.org/W2146514558","https://openalex.org/W6630637095","https://openalex.org/W6632838598","https://openalex.org/W6681670809"],"related_works":["https://openalex.org/W2385621242","https://openalex.org/W2367629516","https://openalex.org/W2086580554","https://openalex.org/W2553860513","https://openalex.org/W1986001501","https://openalex.org/W2353740909","https://openalex.org/W2475408106","https://openalex.org/W2592721119","https://openalex.org/W4386298164","https://openalex.org/W2363991788"],"abstract_inverted_index":{"Medical":[0],"image":[1,10,34,50],"classification":[2,51],"is":[3,68],"an":[4],"important":[5],"part":[6],"in":[7],"domain-specific":[8],"application":[9],"mining":[11],"because":[12],"there":[13],"are":[14],"several":[15],"technical":[16],"aspects":[17],"which":[18,53],"make":[19],"this":[20,24,41],"problem":[21],"challenging.":[22],"In":[23,62],"paper,":[25],"we":[26],"firstly":[27],"quantify":[28],"the":[29,36,71],"domain":[30],"knowledge":[31],"about":[32],"medical":[33],"(especially":[35],"symmetry),":[37],"and":[38],"then":[39],"incorporate":[40],"quantified":[42],"measurement":[43],"into":[44],"classification.":[45,93],"We":[46],"propose":[47],"a":[48,65,90],"multistrategical":[49],"method":[52,88],"utilizes":[54],"various":[55],"features":[56],"by":[57,74],"integrating":[58],"two":[59],"base":[60,66,76,80],"classifiers.":[61],"our":[63],"method,":[64],"classifier":[67],"trained":[69],"using":[70],"examples":[72],"misclassified":[73],"another":[75],"classifier.":[77],"Therefore,":[78],"both":[79],"classifiers":[81],"can":[82],"be":[83],"collaboratively":[84],"trained.":[85],"This":[86],"complementary":[87],"gets":[89],"more":[91],"efficient":[92]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
