{"id":"https://openalex.org/W754346803","doi":null,"title":"A Hybrid Algorithm for Text Classification Problem","display_name":"A Hybrid Algorithm for Text Classification Problem","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W754346803","mag":"754346803"},"language":"pl","primary_location":{"id":"mag:754346803","doi":null,"is_oa":false,"landing_page_url":"http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.baztech-article-BPOB-0049-0002","pdf_url":null,"source":{"id":"https://openalex.org/S197975706","display_name":"PRZEGL\u0104D ELEKTROTECHNICZNY","issn_l":"0033-2097","issn":["0033-2097","2449-9544"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","erih-plus","norway-1","poland-70","russia-white-list-4"],"host_organization":"https://openalex.org/P4310317252","host_organization_name":"Stowarzyszenie Elektryk\u00f3w Polskich","host_organization_lineage":["https://openalex.org/P4310317252"],"host_organization_lineage_names":["Stowarzyszenie Elektryk\u00f3w Polskich"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"PRZEGL\u0104D ELEKTROTECHNICZNY","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5034516630","display_name":"Xinggao Liu","orcid":"https://orcid.org/0000-0002-0948-1942","observed_orcids":["https://orcid.org/0000-0002-0948-1942","https://orcid.org/0000-0002-4528-9800"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinggao Liu","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-0948-1942","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101822373","display_name":"Fu Hui","orcid":"https://orcid.org/0000-0003-2519-0712","observed_orcids":["https://orcid.org/0000-0003-2519-0712"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fu Hui","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-2519-0712","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5341,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.82592372,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"8","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9984999895095825,"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":0.9984999895095825,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.00039999998989515007,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/text-classification","display_name":"text classification","score":0.9940000176429749},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.8970000147819519},{"id":"https://openalex.org/keywords/elitist-genetic-algorithm","display_name":"elitist genetic algorithm","score":0.9869999885559082},{"id":"https://openalex.org/keywords/hybrid-method","display_name":"hybrid algorithm","score":0.8169999718666077},{"id":"https://openalex.org/keywords/svm-hyperparameter-optimization","display_name":"SVM parameter optimization","score":0.9039999842643738},{"id":"https://openalex.org/keywords/iris-dataset","display_name":"Iris dataset","score":0.7559999823570251}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8524965047836304},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5231855511665344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5062588453292847},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.480851948261261},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4735255241394043},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4539704918861389},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4294905960559845},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33233368396759033},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2330569624900818},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:754346803","doi":null,"is_oa":false,"landing_page_url":"http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.baztech-article-BPOB-0049-0002","pdf_url":null,"source":{"id":"https://openalex.org/S197975706","display_name":"PRZEGL\u0104D ELEKTROTECHNICZNY","issn_l":"0033-2097","issn":["0033-2097","2449-9544"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","erih-plus","norway-1","poland-70","russia-white-list-4"],"host_organization":"https://openalex.org/P4310317252","host_organization_name":"Stowarzyszenie Elektryk\u00f3w Polskich","host_organization_lineage":["https://openalex.org/P4310317252"],"host_organization_lineage_names":["Stowarzyszenie Elektryk\u00f3w Polskich"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"PRZEGL\u0104D ELEKTROTECHNICZNY","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1507613799","https://openalex.org/W1531792848","https://openalex.org/W1535369746","https://openalex.org/W1536015725","https://openalex.org/W1537553349","https://openalex.org/W1869162356","https://openalex.org/W1970092360","https://openalex.org/W2047901567","https://openalex.org/W2095809779","https://openalex.org/W2136128447","https://openalex.org/W2139217861","https://openalex.org/W2141311859","https://openalex.org/W2149654898","https://openalex.org/W2157184049","https://openalex.org/W2353891397","https://openalex.org/W2359088290","https://openalex.org/W2392973049","https://openalex.org/W2393084015"],"related_works":["https://openalex.org/W2084273590","https://openalex.org/W3157488642","https://openalex.org/W2347829948","https://openalex.org/W2003863267","https://openalex.org/W3196692127","https://openalex.org/W3181920319","https://openalex.org/W2364425299","https://openalex.org/W1989042107","https://openalex.org/W2394057841","https://openalex.org/W86826052"],"abstract_inverted_index":{"This":[0,77],"paper":[1],"investigates":[2],"a":[3],"novel":[4],"algorithm-EGA-SVM":[5],"for":[6],"text":[7,78],"classification":[8,70,79],"problem":[9],"by":[10],"combining":[11],"support":[12],"vector":[13,108],"machines":[14],"(SVM)":[15],"with":[16],"elitist":[17],"genetic":[18],"algorithm":[19,23,80],"(GA).":[20],"The":[21,60],"new":[22],"uses":[24],"EGA,":[25],"which":[26],"is":[27],"based":[28],"on":[29,131],"elite":[30],"survival":[31],"strategy,":[32],"to":[33,53,85,87],"optimize":[34],"the":[35,74,90],"parameters":[36],"of":[37,45,62,92],"SVM.":[38,59],"Iris":[39,119],"dataset":[40],"and":[41,57],"one":[42],"hundred":[43],"pieces":[44],"news":[46,50],"reports":[47],"in":[48,89],"Chinese":[49],"are":[51],"chosen":[52],"compare":[54],"EGA-SVM,":[55],"GA-SVM":[56],"traditional":[58],"results":[61],"numerical":[63],"experiments":[64],"show":[65],"that":[66],"EGA-SVM":[67],"can":[68,81],"improve":[69],"performance":[71],"effectively":[72],"than":[73],"other":[75],"algorithms.":[76],"be":[82],"extended":[83],"easily":[84],"apply":[86],"literatures":[88],"field":[91],"electrical":[93],"engineering.":[94],"Streszczenie.":[95],"W":[96],"artykule":[97],"przedstawiono":[98],"nowy":[99],"algorytm":[100,141],"klasyfikacji":[101,143],"tekstu":[102],"bazuj\u0105cy":[103],"na":[104,115,134],"mechanizmie":[105],"SVM":[106],"(support":[107],"machine)":[109],"I":[110],"algorytmie":[111],"genetycznym.":[112],"Algorytm":[113,125],"zbadano":[114],"podstawie":[116],"bazy":[117],"danych":[118],"i":[120],"setek":[121],"innych":[122],"chinskich":[123],"przykladow.":[124],"wykazal":[126],"swoj\u0105":[127],"skuteczno\u015bc.":[128],"Moze":[129],"byc":[130],"latwo":[132],"rozszerzony":[133],"analize":[135],"tekstow":[136],"w":[137],"inzynierii":[138],"elektrycznej":[139],"(Hybrydowy":[140],"do":[142],"tekstu)":[144]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}