{"id":"https://openalex.org/W1566475663","doi":"https://doi.org/10.1109/icci-cc.2015.7259391","title":"Online biomedical publication classification using Multi-Instance Multi-Label algorithms with feature reduction","display_name":"Online biomedical publication classification using Multi-Instance Multi-Label algorithms with feature reduction","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1566475663","doi":"https://doi.org/10.1109/icci-cc.2015.7259391","mag":"1566475663"},"language":"en","primary_location":{"id":"doi:10.1109/icci-cc.2015.7259391","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icci-cc.2015.7259391","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 14th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5112411414","display_name":"Dong Ren","orcid":"https://orcid.org/0000-0002-3302-1815"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dong Ren","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, Georgia, USA","Dept of Computer Science, Georgia State University, Atlanta, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I181565077"]},{"raw_affiliation_string":"Dept of Computer Science, Georgia State University, Atlanta, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013219972","display_name":"Long Ma","orcid":"https://orcid.org/0000-0002-5011-2161"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Long Ma","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, Georgia, USA","Dept of Computer Science, Georgia State University, Atlanta, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I181565077"]},{"raw_affiliation_string":"Dept of Computer Science, Georgia State University, Atlanta, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100612105","display_name":"Yanqing Zhang","orcid":"https://orcid.org/0000-0003-2349-1925"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yanqing Zhang","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, Georgia, USA","Dept of Computer Science, Georgia State University, Atlanta, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I181565077"]},{"raw_affiliation_string":"Dept of Computer Science, Georgia State University, Atlanta, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079063339","display_name":"Rajshekhar Sunderraman","orcid":"https://orcid.org/0000-0001-6822-6629"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raj Sunderraman","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, Georgia, USA","Dept of Computer Science, Georgia State University, Atlanta, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I181565077"]},{"raw_affiliation_string":"Dept of Computer Science, Georgia State University, Atlanta, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014310950","display_name":"Peter T. Fox","orcid":"https://orcid.org/0000-0002-0465-2028"},"institutions":[{"id":"https://openalex.org/I165951966","display_name":"The University of Texas at San Antonio Health Science Center","ror":"https://ror.org/02f6dcw23","country_code":"US","type":"education","lineage":["https://openalex.org/I165951966","https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter T. Fox","raw_affiliation_strings":["University of Texas Health Science Center, San Antonio, Texas, USA","University of Texas Health Science Center-San Antonio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas Health Science Center, San Antonio, Texas, USA","institution_ids":["https://openalex.org/I165951966"]},{"raw_affiliation_string":"University of Texas Health Science Center-San Antonio, USA","institution_ids":["https://openalex.org/I165951966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047405979","display_name":"Angela R. Laird","orcid":"https://orcid.org/0000-0003-3379-8744"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Angela R. Laird","raw_affiliation_strings":["Department of Physics, Florida International University, Miami, Florida, USA","Department of Physics, Florida International University,Miami,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Florida International University, Miami, Florida, USA","institution_ids":["https://openalex.org/I19700959"]},{"raw_affiliation_string":"Department of Physics, Florida International University,Miami,USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005182829","display_name":"Jessica A. Turner","orcid":"https://orcid.org/0000-0003-0076-8434"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jessica A. Turner","raw_affiliation_strings":["Department of Psychology and the Neuroscience Institute, Georgia State University, Atlanta, Georgia, USA","Department of Psychology and the Neuroscience Institute, Georgia State University , Atlanta, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology and the Neuroscience Institute, Georgia State University, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I181565077"]},{"raw_affiliation_string":"Department of Psychology and the Neuroscience Institute, Georgia State University , Atlanta, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101618267","display_name":"Matthew D. Turner","orcid":"https://orcid.org/0000-0002-4417-1042"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew D. Turner","raw_affiliation_strings":["Departments of Computer Science and Psychology, Georgia State University, Atlanta, Georgia, USA","Departments of Computer Science and Psychology, Georgia State University, Atlanta, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Computer Science and Psychology, Georgia State University, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I181565077"]},{"raw_affiliation_string":"Departments of Computer Science and Psychology, Georgia State University, Atlanta, USA","institution_ids":["https://openalex.org/I181565077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"234","last_page":"241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9997000098228455,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9997000098228455,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9987000226974487,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7907500267028809},{"id":"https://openalex.org/keywords/multi-label-classification","display_name":"Multi-label classification","score":0.6649420261383057},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5758836269378662},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5721805691719055},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5495785474777222},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5465672612190247},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.5438722372055054},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5356815457344055},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5247262120246887},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.505057156085968},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.49247798323631287},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4449651539325714},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3974091410636902},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39587295055389404},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3829835057258606},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.35414594411849976},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10367786884307861}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7907500267028809},{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.6649420261383057},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5758836269378662},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5721805691719055},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5495785474777222},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5465672612190247},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.5438722372055054},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5356815457344055},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5247262120246887},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.505057156085968},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.49247798323631287},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4449651539325714},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3974091410636902},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39587295055389404},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3829835057258606},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35414594411849976},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10367786884307861},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icci-cc.2015.7259391","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icci-cc.2015.7259391","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 14th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W66588809","https://openalex.org/W114517082","https://openalex.org/W1523738436","https://openalex.org/W1963590969","https://openalex.org/W2024228866","https://openalex.org/W2027266161","https://openalex.org/W2034260606","https://openalex.org/W2044200706","https://openalex.org/W2049701820","https://openalex.org/W2066340877","https://openalex.org/W2074992691","https://openalex.org/W2089468765","https://openalex.org/W2098162425","https://openalex.org/W2128302979","https://openalex.org/W2144211451","https://openalex.org/W2146241755","https://openalex.org/W2157661749","https://openalex.org/W2158728425","https://openalex.org/W2166912588","https://openalex.org/W2293549417","https://openalex.org/W3105340263","https://openalex.org/W4230474111","https://openalex.org/W4236122429","https://openalex.org/W6631340511","https://openalex.org/W6696941056"],"related_works":["https://openalex.org/W2392768766","https://openalex.org/W2058118494","https://openalex.org/W2382021449","https://openalex.org/W2095118173","https://openalex.org/W2104269053","https://openalex.org/W2463380297","https://openalex.org/W2943022475","https://openalex.org/W4313397532","https://openalex.org/W4281776617","https://openalex.org/W1995292650"],"abstract_inverted_index":{"Text":[0],"annotation,":[1],"the":[2,56,65,80,87,116,131,144,158],"assignment":[3,81],"of":[4,19,31,58,67,82,111],"metadata":[5],"to":[6,26,52,86,130,142,156],"documents,":[7],"requires":[8],"significant":[9],"time":[10],"and":[11,121],"effort":[12],"when":[13,42,98],"performed":[14],"by":[15],"humans.":[16],"A":[17],"variety":[18],"text":[20,46,73,94],"mining":[21],"methods":[22],"have":[23],"been":[24],"used":[25],"automate":[27],"this":[28],"process,":[29],"many":[30],"them":[32],"based":[33],"on":[34],"either":[35],"keyword":[36],"extraction":[37],"or":[38],"word":[39],"counts.":[40],"However,":[41],"using":[43],"keywords":[44],"as":[45,106],"classification":[47,74,95,128],"features,":[48],"it":[49],"is":[50,61,78],"common":[51],"find":[53],"that":[54],"(1)":[55],"number":[57,66],"training":[59],"instances":[60],"much":[62],"less":[63],"than":[64],"features":[68],"extracted.":[69],"This":[70,91],"complexity":[71],"affects":[72],"performance.":[75],"Another":[76],"challenge":[77],"(2)":[79,148],"multiple,":[83],"non-exclusive":[84],"labels":[85],"documents":[88,114],"(multi-label":[89],"classification).":[90],"problem":[92],"makes":[93],"more":[96],"complicated":[97],"compared":[99],"with":[100],"single":[101],"label":[102],"classification.":[103,160],"We":[104],"use,":[105],"an":[107,151],"example,":[108],"a":[109,124,138],"set":[110],"expertly":[112],"labeled":[113],"from":[115],"human":[117],"functional":[118],"neuroimaging":[119],"literature,":[120],"we":[122,136,149],"apply":[123,137],"Multi-instance":[125],"Multi-label":[126],"(MIML)":[127],"algorithm":[129,153],"problem.":[132],"To":[133],"address":[134],"(1),":[135],"feature":[139,145],"reduction":[140],"approach":[141],"reduce":[143],"dimension.":[146],"For":[147],"use":[150],"MIML":[152],"called":[154],"MIMLfast":[155],"implement":[157],"multi-label":[159]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}