{"id":"https://openalex.org/W2089869587","doi":"https://doi.org/10.1109/ijcnn.2007.4370924","title":"Incremental Learning for Classification of Protein Sequences","display_name":"Incremental Learning for Classification of Protein Sequences","publication_year":2007,"publication_date":"2007-08-01","ids":{"openalex":"https://openalex.org/W2089869587","doi":"https://doi.org/10.1109/ijcnn.2007.4370924","mag":"2089869587"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2007.4370924","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2007.4370924","pdf_url":null,"source":{"id":"https://openalex.org/S4210195743","display_name":"IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks","issn_l":"1098-7576","issn":["1098-7576","1558-3902"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 International Joint Conference on Neural Networks","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/A5084530286","display_name":"Shakir Mohamed","orcid":"https://orcid.org/0000-0002-1184-5776"},"institutions":[{"id":"https://openalex.org/I192619145","display_name":"University of the Witwatersrand","ror":"https://ror.org/03rp50x72","country_code":"ZA","type":"education","lineage":["https://openalex.org/I192619145"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Shakir Mohamed","raw_affiliation_strings":["School of Electrical and Information Engineering, University of the Witwatersrand, South Africa","University of the Witwatersrand; Johannesburg"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, University of the Witwatersrand, South Africa","institution_ids":["https://openalex.org/I192619145"]},{"raw_affiliation_string":"University of the Witwatersrand; Johannesburg","institution_ids":["https://openalex.org/I192619145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015723926","display_name":"David M. Rubin","orcid":"https://orcid.org/0000-0003-0316-9197"},"institutions":[{"id":"https://openalex.org/I192619145","display_name":"University of the Witwatersrand","ror":"https://ror.org/03rp50x72","country_code":"ZA","type":"education","lineage":["https://openalex.org/I192619145"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"David Rubin","raw_affiliation_strings":["School of Electrical and Information Engineering, University of the Witwatersrand, South Africa","University of the Witwatersrand; Johannesburg"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, University of the Witwatersrand, South Africa","institution_ids":["https://openalex.org/I192619145"]},{"raw_affiliation_string":"University of the Witwatersrand; Johannesburg","institution_ids":["https://openalex.org/I192619145"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066130528","display_name":"Tshilidzi Marwala","orcid":"https://orcid.org/0000-0001-7372-5510"},"institutions":[{"id":"https://openalex.org/I192619145","display_name":"University of the Witwatersrand","ror":"https://ror.org/03rp50x72","country_code":"ZA","type":"education","lineage":["https://openalex.org/I192619145"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Tshilidzi Marwala","raw_affiliation_strings":["School of Electrical and Information Engineering, University of the Witwatersrand, South Africa","University of the Witwatersrand; Johannesburg"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, University of the Witwatersrand, South Africa","institution_ids":["https://openalex.org/I192619145"]},{"raw_affiliation_string":"University of the Witwatersrand; Johannesburg","institution_ids":["https://openalex.org/I192619145"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084530286"],"corresponding_institution_ids":["https://openalex.org/I192619145"],"apc_list":null,"apc_paid":null,"fwci":1.289,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.70117647,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"13","issue":null,"first_page":"19","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9987999796867371,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9940000176429749,"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/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9797999858856201,"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":0.6567262411117554},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5037478804588318},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.411320298910141}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6567262411117554},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5037478804588318},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.411320298910141}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2007.4370924","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2007.4370924","pdf_url":null,"source":{"id":"https://openalex.org/S4210195743","display_name":"IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks","issn_l":"1098-7576","issn":["1098-7576","1558-3902"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 International Joint Conference on Neural Networks","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":23,"referenced_works":["https://openalex.org/W1554135376","https://openalex.org/W1991022130","https://openalex.org/W1996640618","https://openalex.org/W2005957699","https://openalex.org/W2018658696","https://openalex.org/W2047672715","https://openalex.org/W2055547342","https://openalex.org/W2073110681","https://openalex.org/W2083909184","https://openalex.org/W2108807072","https://openalex.org/W2110792853","https://openalex.org/W2126232612","https://openalex.org/W2135899410","https://openalex.org/W2138491613","https://openalex.org/W2142183404","https://openalex.org/W2149445133","https://openalex.org/W2158275940","https://openalex.org/W2166280719","https://openalex.org/W2327022120","https://openalex.org/W2996739384","https://openalex.org/W4251828057","https://openalex.org/W6676485797","https://openalex.org/W6681218740"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":{"The":[0,88,104,141],"problem":[1,10,39],"of":[2,16,79,98,106,115,128,158],"protein":[3,28],"structural":[4],"family":[5],"classification":[6],"remains":[7],"a":[8,138],"core":[9],"in":[11,22,110],"computational":[12],"biology,":[13],"with":[14,123],"application":[15],"this":[17,38],"technology":[18],"applicable":[19],"to":[20,37,56,93,96,134],"problems":[21],"drug":[23],"discovery":[24],"programs":[25],"and":[26,113,154],"hypothetical":[27],"annotation.":[29],"Many":[30],"machine":[31,42,72,101],"learning":[32,43,73,81,102,126],"tools":[33],"have":[34],"been":[35],"applied":[36],"using":[40,146],"static":[41],"structures":[44],"such":[45],"as":[46,69,84,137],"neural":[47],"networks":[48],"or":[49],"support":[50],"vector":[51],"machines":[52],"that":[53,75],"are":[54],"unable":[55],"accommodate":[57],"new":[58,82],"information":[59],"into":[60,118],"their":[61],"existing":[62],"models.":[63],"We":[64],"utilize":[65],"the":[66,77,99,111,124,129,149],"fuzzy":[67,89,130],"ARTMAP":[68,90,131],"an":[70,107,119],"alternate":[71],"system":[74],"has":[76],"ability":[78,127],"incrementally":[80],"data":[83,147],"it":[85],"becomes":[86],"available.":[87],"is":[91,132,144],"found":[92],"be":[94,135],"comparable":[95],"many":[97],"widespread":[100],"systems.":[103],"use":[105],"evolutionary":[108],"strategy":[109],"selection":[112],"combination":[114],"individual":[116],"classifiers":[117],"ensemble":[120],"system,":[121],"coupled":[122],"incremental":[125],"proven":[133],"suitable":[136],"pattern":[139],"classifier.":[140],"algorithm":[142],"presented":[143],"tested":[145],"from":[148],"G-Coupled":[150],"Protein":[151],"Receptors":[152],"Database":[153],"shows":[155],"good":[156],"accuracy":[157],"83%.":[159]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
