{"id":"https://openalex.org/W2892974355","doi":"https://doi.org/10.15439/2018f126","title":"Attribute Selection with Filter and Wrapper: An Application on Incident Management Process","display_name":"Attribute Selection with Filter and Wrapper: An Application on Incident Management Process","publication_year":2018,"publication_date":"2018-09-26","ids":{"openalex":"https://openalex.org/W2892974355","doi":"https://doi.org/10.15439/2018f126","mag":"2892974355"},"language":"en","primary_location":{"id":"doi:10.15439/2018f126","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2018f126","pdf_url":"https://annals-csis.org/proceedings/2018/drp/pdf/126.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2018/drp/pdf/126.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012051244","display_name":"Claudio Aparecido Lira do Amaral","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Claudio Aparecido Lira do Amaral","raw_affiliation_strings":["Graduate Program in Information Systems, Universidade de So Paulo, Brazil","Graduate Program in Information Systems, Universidade de S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Graduate Program in Information Systems, Universidade de So Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Graduate Program in Information Systems, Universidade de S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026913424","display_name":"Marcelo Fantinato","orcid":"https://orcid.org/0000-0001-6261-1497"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcelo Fantinato","raw_affiliation_strings":["Graduate Program in Information Systems, Universidade de So Paulo, Brazil","Graduate Program in Information Systems, Universidade de S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Graduate Program in Information Systems, Universidade de So Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Graduate Program in Information Systems, Universidade de S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056299555","display_name":"Sarajane Marques Peres","orcid":"https://orcid.org/0000-0003-3551-6480"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Sarajane Marques Peres","raw_affiliation_strings":["Graduate Program in Information Systems, Universidade de So Paulo, Brazil","Graduate Program in Information Systems, Universidade de S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Graduate Program in Information Systems, Universidade de So Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Graduate Program in Information Systems, Universidade de S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012051244"],"corresponding_institution_ids":["https://openalex.org/I17974374"],"apc_list":null,"apc_paid":null,"fwci":2.2191,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.88255814,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"15","issue":null,"first_page":"679","last_page":"682"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9872999787330627,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6629040837287903},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6613525748252869},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6347222328186035},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.470967561006546},{"id":"https://openalex.org/keywords/incident-management","display_name":"Incident management","score":0.42764949798583984},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.35719192028045654},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2544000744819641},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.246427983045578},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1789659559726715},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.11311760544776917},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0703057050704956}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6629040837287903},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6613525748252869},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6347222328186035},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.470967561006546},{"id":"https://openalex.org/C2780952636","wikidata":"https://www.wikidata.org/wiki/Q13479512","display_name":"Incident management","level":2,"score":0.42764949798583984},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.35719192028045654},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2544000744819641},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.246427983045578},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1789659559726715},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.11311760544776917},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0703057050704956}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2018f126","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2018f126","pdf_url":"https://annals-csis.org/proceedings/2018/drp/pdf/126.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:db88174a8b6940c78f3c62a886c00a2f","is_oa":true,"landing_page_url":"https://doaj.org/article/db88174a8b6940c78f3c62a886c00a2f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 15, Pp 679-682 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2018f126","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2018f126","pdf_url":"https://annals-csis.org/proceedings/2018/drp/pdf/126.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2892974355.pdf","grobid_xml":"https://content.openalex.org/works/W2892974355.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W2477769","https://openalex.org/W216518025","https://openalex.org/W949909655","https://openalex.org/W1490658580","https://openalex.org/W2017337590","https://openalex.org/W2040884411","https://openalex.org/W2055566656","https://openalex.org/W2083135154","https://openalex.org/W2100115309","https://openalex.org/W2102805256","https://openalex.org/W2296609147","https://openalex.org/W2581522324","https://openalex.org/W2583072073","https://openalex.org/W2584722588","https://openalex.org/W2762941244","https://openalex.org/W2998216295","https://openalex.org/W3122598275","https://openalex.org/W4285719527","https://openalex.org/W6745687607","https://openalex.org/W7006504305"],"related_works":["https://openalex.org/W4281737987","https://openalex.org/W4386449603","https://openalex.org/W3124412501","https://openalex.org/W1600458433","https://openalex.org/W159263604","https://openalex.org/W2327547956","https://openalex.org/W2048235121","https://openalex.org/W2089859089","https://openalex.org/W2947314216","https://openalex.org/W2183277120"],"abstract_inverted_index":{"Few":[0],"approaches":[1],"allow":[2],"assertive":[3],"estimates":[4],"for":[5],"ticket":[6],"completion":[7],"time":[8],"in":[9],"incident":[10,73],"management.":[11],"The":[12,76],"accuracy":[13],"level":[14],"of":[15],"prediction":[16,49],"models":[17],"depends":[18],"on":[19],"how":[20],"useful":[21],"the":[22,80],"used":[23],"attributes":[24],"are.":[25],"Moreover,":[26],"to":[27,47,65,70],"effectively":[28],"use":[29],"computational":[30],"resources,":[31],"a":[32,71],"canonical":[33],"attribute":[34,44,67],"subset":[35],"must":[36],"be":[37],"used.":[38],"This":[39],"paper":[40],"proposes":[41],"two":[42,55],"automated":[43],"selection":[45],"methods":[46],"build":[48],"model.":[50],"A":[51],"filter":[52],"method":[53,82],"and":[54],"wrapper":[56,81],"search":[57],"techniques":[58],"were":[59],"combined":[60],"with":[61],"annotated":[62],"transition":[63],"systems":[64],"automate":[66],"selectors":[68],"applied":[69],"real-life":[72],"management":[74],"process.":[75],"results":[77],"show":[78],"that":[79],"surpassed":[83],"human":[84],"experts'":[85],"decision":[86],"making.":[87]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}