{"id":"https://openalex.org/W1966220510","doi":"https://doi.org/10.1145/2790755.2790771","title":"UP-Hist Tree","display_name":"UP-Hist Tree","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1966220510","doi":"https://doi.org/10.1145/2790755.2790771","mag":"1966220510"},"language":"en","primary_location":{"id":"doi:10.1145/2790755.2790771","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2790755.2790771","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Database Engineering &amp; Applications Symposium on - IDEAS '15","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/A5069109500","display_name":"Siddharth Dawar","orcid":"https://orcid.org/0000-0001-9820-4412"},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Siddharth Dawar","raw_affiliation_strings":["Indraprastha Institute of Information Technology, Delhi, India","Indraprastha Institute of Information Technology, Delhi, INDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indraprastha Institute of Information Technology, Delhi, India","institution_ids":["https://openalex.org/I119939252"]},{"raw_affiliation_string":"Indraprastha Institute of Information Technology, Delhi, INDIA","institution_ids":["https://openalex.org/I119939252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035621906","display_name":"Vikram Goyal","orcid":"https://orcid.org/0000-0003-0769-6381"},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vikram Goyal","raw_affiliation_strings":["Indraprastha Institute of Information Technology, Delhi, India","Indraprastha Institute of Information Technology, Delhi, INDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indraprastha Institute of Information Technology, Delhi, India","institution_ids":["https://openalex.org/I119939252"]},{"raw_affiliation_string":"Indraprastha Institute of Information Technology, Delhi, INDIA","institution_ids":["https://openalex.org/I119939252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.2038,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.97023307,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"56","last_page":"61"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7255381345748901},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.7204405069351196},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.6996553540229797},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.6774669289588928},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6539701223373413},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5391694903373718},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5092562437057495},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5018982887268066},{"id":"https://openalex.org/keywords/tree-structure","display_name":"Tree structure","score":0.44626232981681824},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.42703360319137573},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.4267652928829193},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.3283548355102539},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32133957743644714},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2939930558204651},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1789572834968567},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.16129931807518005},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1324591040611267},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.12810087203979492},{"id":"https://openalex.org/keywords/binary-tree","display_name":"Binary tree","score":0.11603179574012756}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7255381345748901},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.7204405069351196},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.6996553540229797},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.6774669289588928},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6539701223373413},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5391694903373718},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5092562437057495},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5018982887268066},{"id":"https://openalex.org/C163797641","wikidata":"https://www.wikidata.org/wiki/Q2067937","display_name":"Tree structure","level":3,"score":0.44626232981681824},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.42703360319137573},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.4267652928829193},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.3283548355102539},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32133957743644714},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2939930558204651},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1789572834968567},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.16129931807518005},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1324591040611267},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.12810087203979492},{"id":"https://openalex.org/C197855036","wikidata":"https://www.wikidata.org/wiki/Q380172","display_name":"Binary tree","level":2,"score":0.11603179574012756},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2790755.2790771","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2790755.2790771","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Database Engineering &amp; Applications Symposium on - IDEAS '15","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1484413656","https://openalex.org/W1506285740","https://openalex.org/W1842433003","https://openalex.org/W2017264939","https://openalex.org/W2032469362","https://openalex.org/W2049785083","https://openalex.org/W2064853889","https://openalex.org/W2075138046","https://openalex.org/W2099398039","https://openalex.org/W2114423174","https://openalex.org/W2115274736","https://openalex.org/W2125352627","https://openalex.org/W2140914274","https://openalex.org/W2143428105","https://openalex.org/W2151028259","https://openalex.org/W2151201497","https://openalex.org/W2161637667","https://openalex.org/W2162214498","https://openalex.org/W6628750762","https://openalex.org/W6682084357"],"related_works":["https://openalex.org/W1566212037","https://openalex.org/W1648970942","https://openalex.org/W4387869645","https://openalex.org/W102247055","https://openalex.org/W957478802","https://openalex.org/W1982169401","https://openalex.org/W2167102385","https://openalex.org/W1857322730","https://openalex.org/W4243803609","https://openalex.org/W1603140234"],"abstract_inverted_index":{"High-utility":[0],"itemset":[1],"mining":[2],"is":[3],"an":[4],"emerging":[5],"research":[6],"area":[7],"in":[8,50,124],"the":[9,81,95,116,119,127],"field":[10],"of":[11,43,57,74,80,87,94,118,126,130],"Data":[12],"Mining.":[13],"Several":[14],"algorithms":[15,36,123],"were":[16],"proposed":[17],"to":[18,46,138],"find":[19],"high-utility":[20],"itemsets":[21,134],"from":[22],"transaction":[23],"databases":[24],"and":[25],"use":[26],"a":[27,41,64,72],"data":[28,65],"structure":[29,66],"called":[30],"UP-tree":[31,39,51],"for":[32,52,91],"their":[33],"working.":[34],"However,":[35],"based":[37,111,122],"on":[38,100,112],"generate":[40],"lot":[42],"candidates":[44],"due":[45],"limited":[47],"information":[48],"availability":[49],"computing":[53],"utility":[54,89,133],"value":[55],"estimates":[56,90],"itemsets.":[58],"In":[59],"this":[60],"paper,":[61],"we":[62],"present":[63],"named":[67],"UP-Hist":[68,113],"tree":[69,114],"which":[70],"maintains":[71],"histogram":[73,84],"item":[75],"quantities":[76],"with":[77],"each":[78],"node":[79],"tree.":[82],"The":[83],"allows":[85],"computation":[86],"better":[88],"effective":[92],"pruning":[93],"search":[96],"space.":[97],"Extensive":[98],"experiments":[99],"real":[101],"as":[102,104],"well":[103],"synthetic":[105],"datasets":[106],"show":[107],"that":[108,136],"our":[109],"algorithm":[110],"outperforms":[115],"state":[117],"art":[120],"pattern-growth":[121],"terms":[125],"total":[128],"number":[129],"candidate":[131],"high":[132],"generated":[135],"needs":[137],"be":[139],"verified.":[140]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2016-06-24T00:00:00"}
