{"id":"https://openalex.org/W2062773404","doi":"https://doi.org/10.1109/grc.2005.1547369","title":"Decomposition methodology for classification tasks","display_name":"Decomposition methodology for classification tasks","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W2062773404","doi":"https://doi.org/10.1109/grc.2005.1547369","mag":"2062773404"},"language":"en","primary_location":{"id":"doi:10.1109/grc.2005.1547369","is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2005.1547369","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 IEEE International Conference on Granular Computing","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/A5012622155","display_name":"Lior Rokach","orcid":"https://orcid.org/0000-0002-6956-3341"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"L. Rokach","raw_affiliation_strings":["Department of Industrial Engineering, Tel-Aviv University, Tel-Aviv, Israel","Dept. of Ind. Eng., Tel-Aviv Univ., Israel"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Tel-Aviv University, Tel-Aviv, Israel","institution_ids":["https://openalex.org/I16391192"]},{"raw_affiliation_string":"Dept. of Ind. Eng., Tel-Aviv Univ., Israel","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015373762","display_name":"O. Mainon","orcid":null},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"O. Mainon","raw_affiliation_strings":["Department of Industrial Engineering, Tel-Aviv University, Tel-Aviv, Israel","Dept. of Ind. Eng., Tel-Aviv Univ., Israel"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Tel-Aviv University, Tel-Aviv, Israel","institution_ids":["https://openalex.org/I16391192"]},{"raw_affiliation_string":"Dept. of Ind. Eng., Tel-Aviv Univ., Israel","institution_ids":["https://openalex.org/I16391192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5012622155"],"corresponding_institution_ids":["https://openalex.org/I16391192"],"apc_list":null,"apc_paid":null,"fwci":0.76689762,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77994162,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":"636","last_page":"641 Vol. 2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9972000122070312,"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/T10320","display_name":"Neural Networks and Applications","score":0.9972000122070312,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9944000244140625,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9922999739646912,"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/decomposition","display_name":"Decomposition","score":0.8698043823242188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7629789710044861},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6422087550163269},{"id":"https://openalex.org/keywords/uniqueness","display_name":"Uniqueness","score":0.48133406043052673},{"id":"https://openalex.org/keywords/decomposition-method","display_name":"Decomposition method (queueing theory)","score":0.475090891122818},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3931959271430969},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.35936325788497925},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3401610553264618},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14170944690704346},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06643298268318176}],"concepts":[{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.8698043823242188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7629789710044861},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6422087550163269},{"id":"https://openalex.org/C2777021972","wikidata":"https://www.wikidata.org/wiki/Q22976830","display_name":"Uniqueness","level":2,"score":0.48133406043052673},{"id":"https://openalex.org/C2778258933","wikidata":"https://www.wikidata.org/wiki/Q16918986","display_name":"Decomposition method (queueing theory)","level":2,"score":0.475090891122818},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3931959271430969},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35936325788497925},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3401610553264618},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14170944690704346},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06643298268318176},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/grc.2005.1547369","is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2005.1547369","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 IEEE International Conference on Granular Computing","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":44,"referenced_works":["https://openalex.org/W53213221","https://openalex.org/W54398672","https://openalex.org/W54548619","https://openalex.org/W117096852","https://openalex.org/W166951565","https://openalex.org/W633040745","https://openalex.org/W1533491278","https://openalex.org/W1553664973","https://openalex.org/W1567125377","https://openalex.org/W1676820704","https://openalex.org/W1840577052","https://openalex.org/W1965540529","https://openalex.org/W1967646346","https://openalex.org/W1973247009","https://openalex.org/W1985510377","https://openalex.org/W1994862051","https://openalex.org/W2009225465","https://openalex.org/W2011433920","https://openalex.org/W2015401436","https://openalex.org/W2025653905","https://openalex.org/W2056992365","https://openalex.org/W2092845679","https://openalex.org/W2117481086","https://openalex.org/W2121442540","https://openalex.org/W2125055259","https://openalex.org/W2127321876","https://openalex.org/W2131750622","https://openalex.org/W2133081131","https://openalex.org/W2134631822","https://openalex.org/W2135311261","https://openalex.org/W2146615496","https://openalex.org/W2147503863","https://openalex.org/W2153382583","https://openalex.org/W2185494298","https://openalex.org/W2265431425","https://openalex.org/W4212883601","https://openalex.org/W4245880677","https://openalex.org/W6602170065","https://openalex.org/W6602234836","https://openalex.org/W6620363188","https://openalex.org/W6633036256","https://openalex.org/W6679672729","https://openalex.org/W6686778024","https://openalex.org/W6807556937"],"related_works":["https://openalex.org/W2366903352","https://openalex.org/W2330487432","https://openalex.org/W2153629319","https://openalex.org/W2104316494","https://openalex.org/W239705756","https://openalex.org/W156119379","https://openalex.org/W2082139080","https://openalex.org/W4231015910","https://openalex.org/W2364847091","https://openalex.org/W1547852488"],"abstract_inverted_index":{"The":[0],"idea":[1],"of":[2,49,74,83],"decomposition":[3,50,59,69,84],"methodology":[4,85],"is":[5],"to":[6,37,88],"break":[7],"down":[8],"a":[9],"complex":[10,18],"data":[11,99],"mining":[12],"task":[13],"into":[14],"several":[15],"smaller,":[16],"less":[17],"and":[19,71,97],"more":[20],"manageable,":[21],"sub-tasks":[22],"that":[23,66],"are":[24],"solvable":[25],"by":[26],"using":[27,75],"existing":[28],"tools,":[29],"then":[30],"joining":[31],"their":[32],"solutions":[33],"together":[34],"in":[35,52],"order":[36],"solve":[38],"the":[39,63,72,81],"original":[40],"problem.":[41],"In":[42],"this":[43],"paper":[44],"we":[45,79],"provide":[46],"an":[47],"overview":[48],"methods":[51,96],"classification":[53],"tasks":[54],"with":[55],"emphasis":[56],"on":[57],"elementary":[58],"methods.":[60],"We":[61],"present":[62],"main":[64],"properties":[65],"characterize":[67],"various":[68],"frameworks":[70],"advantages":[73],"these":[76],"framework.":[77],"Finally":[78],"discuss":[80],"uniqueness":[82],"as":[86,94],"opposed":[87],"other":[89],"closely":[90],"related":[91],"fields,":[92],"such":[93],"ensemble":[95],"distributed":[98],"mining.":[100]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
