{"id":"https://openalex.org/W1520954898","doi":"https://doi.org/10.1109/tai.1996.560434","title":"ADHOC: a tool for performing effective feature selection","display_name":"ADHOC: a tool for performing effective feature selection","publication_year":2005,"publication_date":"2005-08-24","ids":{"openalex":"https://openalex.org/W1520954898","doi":"https://doi.org/10.1109/tai.1996.560434","mag":"1520954898"},"language":"en","primary_location":{"id":"doi:10.1109/tai.1996.560434","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tai.1996.560434","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings Eighth IEEE International Conference on Tools with Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","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/A5088473227","display_name":"Marco Richeldi","orcid":null},"institutions":[{"id":"https://openalex.org/I1298633626","display_name":"Telecom Italia Lab","ror":"https://ror.org/01rt74q71","country_code":"IT","type":"facility","lineage":["https://openalex.org/I1298633626","https://openalex.org/I137543953"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Richeldi","raw_affiliation_strings":["Centro Studi E Laboratori Telecomunicazioni S.P.A., CSELT, Torino, Italy","CSELT, Torino, , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Studi E Laboratori Telecomunicazioni S.P.A., CSELT, Torino, Italy","institution_ids":["https://openalex.org/I1298633626"]},{"raw_affiliation_string":"CSELT, Torino, , Italy","institution_ids":["https://openalex.org/I1298633626"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040796351","display_name":"Pier Luca Lanzi","orcid":"https://orcid.org/0000-0002-1933-7717"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"P.L. Lanzi","raw_affiliation_strings":["Dipartimento di Elettronica e Informazione, Politecnico di Milano, Milano, Italy","Polytechnic University of Milan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica e Informazione, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Polytechnic University of Milan;","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2504,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.78617363,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"102","last_page":"105"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.987500011920929,"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/computer-science","display_name":"Computer science","score":0.7854979038238525},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7736771106719971},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5999981760978699},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5932592749595642},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5690092444419861},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5559122562408447},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5275523066520691},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.518707811832428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5150222778320312},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4970760643482208},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4689818024635315},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4480833411216736},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17181438207626343},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.082638680934906}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7854979038238525},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7736771106719971},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5999981760978699},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5932592749595642},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5690092444419861},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5559122562408447},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5275523066520691},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.518707811832428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5150222778320312},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4970760643482208},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4689818024635315},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4480833411216736},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17181438207626343},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.082638680934906},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tai.1996.560434","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tai.1996.560434","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings Eighth IEEE International Conference on Tools with Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/666429","is_oa":false,"landing_page_url":"http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=560434&contentType=Conference+Publications&searchField%3DSearch_All%26queryText%3Dricheldi","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W32535764","https://openalex.org/W174066474","https://openalex.org/W1494166964","https://openalex.org/W1504694836","https://openalex.org/W1619226191","https://openalex.org/W1973469161","https://openalex.org/W2061334173","https://openalex.org/W2125055259","https://openalex.org/W2142183404","https://openalex.org/W2171816001","https://openalex.org/W2551072204","https://openalex.org/W3112020351","https://openalex.org/W4300886904","https://openalex.org/W6607008853"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W3147584709","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W2322875716","https://openalex.org/W2977677679","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"The":[0],"paper":[1],"introduces":[2],"ADHOC,":[3],"a":[4,22],"tool":[5],"that":[6],"integrates":[7],"statistical":[8],"methods":[9],"and":[10,32,45,55,69],"machine":[11],"learning":[12],"techniques":[13],"to":[14,58,61,121],"perform":[15],"effective":[16],"feature":[17,59,75,101],"selection.":[18],"Feature":[19],"selection":[20,60,76,102],"plays":[21],"central":[23],"role":[24],"in":[25,43,108],"the":[26,37,50,63,66,71,74,90,109,123,130],"data":[27,68,87,95],"analysis":[28,110],"process":[29],"since":[30],"redundant":[31],"irrelevant":[33],"features":[34],"often":[35],"degrade":[36],"performance":[38],"of":[39,52,65,73,81,92,111,126,129,132],"induction":[40],"algorithms,":[41],"both":[42,53],"speed":[44],"predictive":[46],"accuracy.":[47],"ADHOC":[48,93,104],"combines":[49],"advantages":[51],"filter":[54],"feedback":[56],"approaches":[57],"enhance":[62],"understanding":[64],"given":[67],"increase":[70],"efficiency":[72],"process.":[77],"We":[78],"report":[79],"results":[80],"extensive":[82],"experiments":[83],"on":[84],"real":[85],"world":[86],"which":[88],"demonstrate":[89],"effectiveness":[91],"as":[94,98,100],"reduction":[96],"technique":[97],"well":[99],"method.":[103],"has":[105],"been":[106],"employed":[107],"several":[112],"corporate":[113],"databases.":[114],"In":[115],"particular,":[116],"it":[117],"is":[118],"currently":[119],"used":[120],"support":[122],"difficult":[124],"task":[125],"early":[127],"estimation":[128],"cost":[131],"software":[133],"projects.":[134]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
