{"id":"https://openalex.org/W3173977578","doi":null,"title":"Enhancement of Intersecting Algorithm Using Prefix Tree for Transactions in Identification of Closed Frequent Item Sets in Data Mining","display_name":"Enhancement of Intersecting Algorithm Using Prefix Tree for Transactions in Identification of Closed Frequent Item Sets in Data Mining","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W3173977578","mag":"3173977578"},"language":"en","primary_location":{"id":"mag:3173977578","doi":null,"is_oa":true,"landing_page_url":"https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3532898","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SSRN Electronic Journal","raw_type":null},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3532898","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086073335","display_name":"Veenita Gupta","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Veenita Gupta","raw_affiliation_strings":["M. Tech (CS&E), Amity University, Noida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"M. Tech (CS&E), Amity University, Noida","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101870263","display_name":"Neeraj Kumar","orcid":"https://orcid.org/0009-0000-7557-1084","observed_orcids":["https://orcid.org/0009-0000-7557-1084"]},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Neeraj Kumar","raw_affiliation_strings":["M. Tech (CS&E), Amity University, Noida"],"raw_orcid":"https://orcid.org/0009-0000-7557-1084","affiliations":[{"raw_affiliation_string":"M. Tech (CS&E), Amity University, Noida","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100681067","display_name":"Praveen Kumar","orcid":"https://orcid.org/0000-0002-9606-8960","observed_orcids":["https://orcid.org/0000-0002-9606-8960"]},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Praveen Kumar","raw_affiliation_strings":["Assistant Professor Amity University Noida"],"raw_orcid":"https://orcid.org/0000-0002-9606-8960","affiliations":[{"raw_affiliation_string":"Assistant Professor Amity University Noida","institution_ids":["https://openalex.org/I191972202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I191972202"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":1.0,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":1.0,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.0,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0,"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/closed-frequent-itemset-mining","display_name":"closed frequent itemset mining","score":0.847000002861023},{"id":"https://openalex.org/keywords/prefix-tree","display_name":"prefix tree","score":0.8870000243186951},{"id":"https://openalex.org/keywords/transactional-databases","display_name":"transactional databases","score":0.6039999723434448},{"id":"https://openalex.org/keywords/memory-usage","display_name":"memory usage","score":0.781000018119812},{"id":"https://openalex.org/keywords/condensed-representations","display_name":"condensed representations","score":0.4569999873638153}],"concepts":[{"id":"https://openalex.org/C141603448","wikidata":"https://www.wikidata.org/wiki/Q134830","display_name":"Prefix","level":2,"score":0.7352803349494934},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6679210066795349},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.6598106622695923},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6580626368522644},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6130309104919434},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5993697047233582},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5750718712806702},{"id":"https://openalex.org/C190290938","wikidata":"https://www.wikidata.org/wiki/Q387015","display_name":"Trie","level":3,"score":0.5305367708206177},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.48451632261276245},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.41224753856658936},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35063982009887695},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.3257676959037781},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27366670966148376},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.09547489881515503},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3173977578","doi":null,"is_oa":true,"landing_page_url":"https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3532898","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SSRN Electronic Journal","raw_type":null}],"best_oa_location":{"id":"mag:3173977578","doi":null,"is_oa":true,"landing_page_url":"https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3532898","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SSRN Electronic Journal","raw_type":null},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1678922730","https://openalex.org/W4249883713","https://openalex.org/W2109606974","https://openalex.org/W2389870731","https://openalex.org/W7100337066","https://openalex.org/W1775168789","https://openalex.org/W2467094410","https://openalex.org/W2066641923","https://openalex.org/W2171268326","https://openalex.org/W7095069404"],"abstract_inverted_index":{"Mining":[0],"frequent":[1,14,34,40,45,53,64,98],"itemsets":[2,15,35,41,46,54],"is":[3,19],"a":[4],"fundamental":[5],"task":[6],"in":[7,55,160,167],"data":[8,18],"mining.":[9],"Unfortunately":[10],"the":[11,17,44,56,83,114,117,121,141,155,161],"number":[12,157],"of":[13,33,39,110,113,123,145,158],"describing":[16],"often":[20],"too":[21],"large":[22],"to":[23,81,132,138,153,165],"comprehend.":[24],"This":[25],"problem":[26],"has":[27,150],"been":[28,136,151],"attacked":[29],"by":[30],"condensed":[31],"representations":[32],"that":[36,47,79],"are":[37],"subcollections":[38],"containing":[42],"only":[43],"cannot":[48],"be":[49,106],"deduced":[50],"from":[51,88],"other":[52],"subcollection,":[57],"using":[58],"some":[59,111],"deduction":[60],"rules.":[61],"Most":[62],"known":[63],"item":[65,71,99],"set":[66],"mining":[67],"approaches":[68],"enumerate":[69],"candidate":[70],"sets,":[72],"determine":[73],"their":[74],"support,":[75],"and":[76],"prune":[77],"candidates":[78],"fail":[80],"reach":[82],"user-specified":[84],"minimum":[85],"support.":[86],"Apart":[87],"this":[89],"scheme":[90],"we":[91],"can":[92,105],"use":[93],"intersection":[94],"approach":[95],"for":[96],"identifying":[97],"set.":[100],"The":[101],"closed":[102],"frequentitem":[103],"sets":[104],"represented":[107],"as":[108],"theintersection":[109],"subset":[112],"given":[115],"transactions.As":[116],"transactional":[118],"database":[119],"increases,":[120],"size":[122],"prefix":[124,146,162],"tree":[125,163],"also":[126],"grows":[127],"which":[128],"make":[129],"it":[130],"difficult":[131],"handle.":[133],"Experiments":[134],"have":[135],"done":[137],"find":[139],"out":[140],"efficient":[142],"memory":[143],"utilization":[144],"tree.":[147],"An":[148],"improvement":[149],"suggested":[152],"reduce":[154],"total":[156],"branches":[159],"leading":[164],"reduction":[166],"its":[168],"size.":[169]},"counts_by_year":[],"updated_date":"2026-07-14T23:32:53.992493","created_date":"2021-07-05T00:00:00"}