{"id":"https://openalex.org/W3090369425","doi":"https://doi.org/10.1109/ijcnn48605.2020.9206684","title":"TopoBARTMAP: Biclustering ARTMAP with or without Topological Methods in a Blood Cancer Case Study","display_name":"TopoBARTMAP: Biclustering ARTMAP with or without Topological Methods in a Blood Cancer Case Study","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3090369425","doi":"https://doi.org/10.1109/ijcnn48605.2020.9206684","mag":"3090369425"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn48605.2020.9206684","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9206684","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","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/A5086216406","display_name":"Raghu Yelugam","orcid":"https://orcid.org/0000-0002-5821-244X"},"institutions":[{"id":"https://openalex.org/I20382870","display_name":"Missouri University of Science and Technology","ror":"https://ror.org/00scwqd12","country_code":"US","type":"education","lineage":["https://openalex.org/I20382870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raghu Yelugam","raw_affiliation_strings":["Applied Computational Intelligence Laboratory, Missouri University of Science and Technology, Rolla, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Computational Intelligence Laboratory, Missouri University of Science and Technology, Rolla, MO, USA","institution_ids":["https://openalex.org/I20382870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012478671","display_name":"Leonardo Enzo Brito da Silva","orcid":"https://orcid.org/0000-0003-3639-9175"},"institutions":[{"id":"https://openalex.org/I1293487690","display_name":"Ministry of Education","ror":"https://ror.org/04d0xx942","country_code":"BR","type":"government","lineage":["https://openalex.org/I1293487690","https://openalex.org/I2801200668"]},{"id":"https://openalex.org/I20382870","display_name":"Missouri University of Science and Technology","ror":"https://ror.org/00scwqd12","country_code":"US","type":"education","lineage":["https://openalex.org/I20382870"]},{"id":"https://openalex.org/I4210097716","display_name":"Coordena\u00e7\u00e3o de Aperfeicoamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614","country_code":"BR","type":"government","lineage":["https://openalex.org/I1293487690","https://openalex.org/I2801200668","https://openalex.org/I4210097716"]}],"countries":["BR","US"],"is_corresponding":false,"raw_author_name":"Leonardo Enzo Brito da Silva","raw_affiliation_strings":["Applied Computational Intelligence Laboratory, Missouri University of Science and Technology, Rolla, MO, USA","CAPES Foundation, Ministry of Education of Brazil, Bras\u00edlia, DF, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Computational Intelligence Laboratory, Missouri University of Science and Technology, Rolla, MO, USA","institution_ids":["https://openalex.org/I20382870"]},{"raw_affiliation_string":"CAPES Foundation, Ministry of Education of Brazil, Bras\u00edlia, DF, Brazil","institution_ids":["https://openalex.org/I4210097716","https://openalex.org/I1293487690"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038037619","display_name":"Donald C. Wunsch","orcid":"https://orcid.org/0000-0002-9726-9051"},"institutions":[{"id":"https://openalex.org/I20382870","display_name":"Missouri University of Science and Technology","ror":"https://ror.org/00scwqd12","country_code":"US","type":"education","lineage":["https://openalex.org/I20382870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Donald C. Wunsch","raw_affiliation_strings":["Applied Computational Intelligence Laboratory, Missouri University of Science and Technology, Rolla, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Computational Intelligence Laboratory, Missouri University of Science and Technology, Rolla, MO, USA","institution_ids":["https://openalex.org/I20382870"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3112,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.85285495,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9793000221252441,"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"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9151999950408936,"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/biclustering","display_name":"Biclustering","score":0.9140000939369202},{"id":"https://openalex.org/keywords/topological-data-analysis","display_name":"Topological data analysis","score":0.6914898157119751},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.642254114151001},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6085958480834961},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5444977283477783},{"id":"https://openalex.org/keywords/adaptive-resonance-theory","display_name":"Adaptive resonance theory","score":0.5196793675422668},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.4849679470062256},{"id":"https://openalex.org/keywords/blood-cancer","display_name":"Blood cancer","score":0.4266964793205261},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.41448336839675903},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3525868058204651},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3413674235343933},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33436423540115356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3307814598083496},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25735896825790405},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.24122220277786255},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1981329321861267},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1885116696357727},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15959909558296204},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.07186245918273926}],"concepts":[{"id":"https://openalex.org/C144817290","wikidata":"https://www.wikidata.org/wiki/Q2976575","display_name":"Biclustering","level":5,"score":0.9140000939369202},{"id":"https://openalex.org/C2776477805","wikidata":"https://www.wikidata.org/wiki/Q4460773","display_name":"Topological data analysis","level":2,"score":0.6914898157119751},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.642254114151001},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6085958480834961},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5444977283477783},{"id":"https://openalex.org/C115755159","wikidata":"https://www.wikidata.org/wiki/Q352487","display_name":"Adaptive resonance theory","level":3,"score":0.5196793675422668},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.4849679470062256},{"id":"https://openalex.org/C2992972558","wikidata":"https://www.wikidata.org/wiki/Q2509220","display_name":"Blood cancer","level":3,"score":0.4266964793205261},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.41448336839675903},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3525868058204651},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3413674235343933},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33436423540115356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3307814598083496},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25735896825790405},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.24122220277786255},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1981329321861267},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1885116696357727},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15959909558296204},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.07186245918273926},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.0},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn48605.2020.9206684","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9206684","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W858067349","https://openalex.org/W1493217831","https://openalex.org/W1521993350","https://openalex.org/W1607787316","https://openalex.org/W1983524036","https://openalex.org/W1989757660","https://openalex.org/W1991464412","https://openalex.org/W1991566301","https://openalex.org/W2006533296","https://openalex.org/W2012611887","https://openalex.org/W2014090162","https://openalex.org/W2064208261","https://openalex.org/W2066226535","https://openalex.org/W2108953396","https://openalex.org/W2109087739","https://openalex.org/W2124704116","https://openalex.org/W2131140847","https://openalex.org/W2135964318","https://openalex.org/W2143197507","https://openalex.org/W2144219012","https://openalex.org/W2144544802","https://openalex.org/W2147246240","https://openalex.org/W2154187696","https://openalex.org/W2166280719","https://openalex.org/W2170322873","https://openalex.org/W2170584976","https://openalex.org/W2488068782","https://openalex.org/W2554139651","https://openalex.org/W2565389778","https://openalex.org/W2582169927","https://openalex.org/W2610774430","https://openalex.org/W2612212458","https://openalex.org/W2624647128","https://openalex.org/W2770698138","https://openalex.org/W2774185825","https://openalex.org/W2896108510","https://openalex.org/W2897902557","https://openalex.org/W2963949702","https://openalex.org/W2972477296","https://openalex.org/W2974425144","https://openalex.org/W3012261831","https://openalex.org/W3019114953","https://openalex.org/W4235169531","https://openalex.org/W4239048948","https://openalex.org/W4245155814","https://openalex.org/W4246697467","https://openalex.org/W4256515882","https://openalex.org/W6623610936","https://openalex.org/W6629329278","https://openalex.org/W6631372073","https://openalex.org/W6636338475","https://openalex.org/W6731230587","https://openalex.org/W7066211411"],"related_works":["https://openalex.org/W1974340769","https://openalex.org/W2900595096","https://openalex.org/W4289277241","https://openalex.org/W2979322793","https://openalex.org/W2765801824","https://openalex.org/W2188068678","https://openalex.org/W2157302779","https://openalex.org/W4236723217","https://openalex.org/W4312083331","https://openalex.org/W3090369425"],"abstract_inverted_index":{"Biclustering":[0],"is":[1],"a":[2,29,85],"special":[3],"case":[4],"of":[5,31,65],"subspace":[6],"clustering":[7],"that":[8],"has":[9,21,40],"become":[10],"viable":[11],"in":[12,16,91,105],"several":[13],"domains.":[14],"Particularly,":[15],"genomic":[17],"data":[18,38,59,114],"analysis,":[19],"biclustering":[20,56,81],"been":[22,41],"used":[23,42],"to":[24,43,61,93,125],"identify":[25,94],"conditions":[26],"under":[27],"which":[28],"subset":[30],"genes":[32],"are":[33],"highly":[34],"co-expressed,":[35],"while":[36],"topological":[37,58,95],"analysis":[39,60,108],"analyze":[44],"disease-specific":[45],"subgroups,":[46],"evolution,":[47],"and":[48,103],"disease":[49],"progression.":[50],"In":[51,116],"this":[52],"work,":[53],"we":[54],"combine":[55],"with":[57,83],"achieve":[62],"the":[63,106],"best":[64],"both":[66,101],"methods.":[67],"We":[68],"present":[69],"TopoBARTMAP":[70,99],"-":[71,90],"produced":[72],"by":[73],"hybridizing":[74],"BARTMAP,":[75],"an":[76],"adaptive":[77],"resonance":[78],"theory":[79],"(ART)-based":[80],"method,":[82],"TopoART,":[84],"topology":[86],"learning":[87],"ART":[88],"network":[89],"order":[92],"associations":[96],"between":[97],"biclusters.":[98],"outperformed":[100],"TopoART":[102],"BARTMAP":[104,119],"experimental":[107],"on":[109],"six":[110],"benchmark":[111],"blood":[112],"cancer":[113],"sets.":[115],"some":[117],"cases,":[118],"may":[120],"nevertheless":[121],"be":[122],"preferred":[123],"due":[124],"implementation":[126],"simplicity.":[127]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}