{"id":"https://openalex.org/W2003496561","doi":"https://doi.org/10.1016/s1319-1578(06)80003-0","title":"Efficient Computing of Iceberg Queries Using Quantiling","display_name":"Efficient Computing of Iceberg Queries Using Quantiling","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W2003496561","doi":"https://doi.org/10.1016/s1319-1578(06)80003-0","mag":"2003496561"},"language":"en","primary_location":{"id":"doi:10.1016/s1319-1578(06)80003-0","is_oa":true,"landing_page_url":"https://doi.org/10.1016/s1319-1578(06)80003-0","pdf_url":null,"source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University - Computer and Information Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/s1319-1578(06)80003-0","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002766037","display_name":"Khaled Alsabti","orcid":null},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Khaled AlSabti","raw_affiliation_strings":["Computer Science Department, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","Computer Science Department, College of Computer and Information Sciences, King Saud University. Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Computer Science Department, College of Computer and Information Sciences, King Saud University. Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5002766037"],"corresponding_institution_ids":["https://openalex.org/I28022161"],"apc_list":{"value":1350,"currency":"USD","value_usd":1350},"apc_paid":{"value":1350,"currency":"USD","value_usd":1350},"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.10117921,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"18","issue":null,"first_page":"53","last_page":"75"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","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/T11269","display_name":"Algorithms and Data Compression","score":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8243842124938965},{"id":"https://openalex.org/keywords/iceberg","display_name":"Iceberg","score":0.731828510761261},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5609400272369385},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5468392968177795},{"id":"https://openalex.org/keywords/factor","display_name":"Factor (programming language)","score":0.4875342547893524},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36957457661628723},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3639177083969116},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33267173171043396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14337041974067688}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8243842124938965},{"id":"https://openalex.org/C12481700","wikidata":"https://www.wikidata.org/wiki/Q47568","display_name":"Iceberg","level":3,"score":0.731828510761261},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5609400272369385},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5468392968177795},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.4875342547893524},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36957457661628723},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3639177083969116},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33267173171043396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14337041974067688},{"id":"https://openalex.org/C136894858","wikidata":"https://www.wikidata.org/wiki/Q213926","display_name":"Sea ice","level":2,"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/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/s1319-1578(06)80003-0","is_oa":true,"landing_page_url":"https://doi.org/10.1016/s1319-1578(06)80003-0","pdf_url":null,"source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University - Computer and Information Sciences","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.107.5634","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.107.5634","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ksu.edu.sa/sites/Colleges/ComputerSciences/Documents/Vlu18 paper-140.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1016/s1319-1578(06)80003-0","is_oa":true,"landing_page_url":"https://doi.org/10.1016/s1319-1578(06)80003-0","pdf_url":null,"source":{"id":"https://openalex.org/S2764955546","display_name":"Journal of King Saud University - Computer and Information Sciences","issn_l":"1319-1578","issn":["1319-1578","2213-1248"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of King Saud University - Computer and Information Sciences","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W20184837","https://openalex.org/W161142484","https://openalex.org/W1484413656","https://openalex.org/W1488719427","https://openalex.org/W1495105959","https://openalex.org/W1506285740","https://openalex.org/W1509342228","https://openalex.org/W1524454721","https://openalex.org/W1573284583","https://openalex.org/W1908696901","https://openalex.org/W1983266860","https://openalex.org/W1983560552","https://openalex.org/W1989640573","https://openalex.org/W1996641400","https://openalex.org/W2003262311","https://openalex.org/W2028660080","https://openalex.org/W2079656678","https://openalex.org/W2087609354","https://openalex.org/W2092103580","https://openalex.org/W2115032130","https://openalex.org/W2152565070","https://openalex.org/W2166559705","https://openalex.org/W2751563547","https://openalex.org/W2753710282","https://openalex.org/W4240908132","https://openalex.org/W6600858232","https://openalex.org/W6606605953","https://openalex.org/W6628750762","https://openalex.org/W6629505283","https://openalex.org/W6631329935","https://openalex.org/W6651238488","https://openalex.org/W6657673016","https://openalex.org/W6677323010","https://openalex.org/W6682678078"],"related_works":["https://openalex.org/W205239035","https://openalex.org/W1988952638","https://openalex.org/W2200307848","https://openalex.org/W2594414483","https://openalex.org/W1990148839","https://openalex.org/W2161198985","https://openalex.org/W2936516501","https://openalex.org/W3214910983","https://openalex.org/W1554069705","https://openalex.org/W99746984"],"abstract_inverted_index":{"Iceberg":[0],"queries":[1,8,13,142],"have":[2],"been":[3],"recently":[4],"identified":[5],"as":[6],"important":[7,45],"for":[9,42,56,139],"many":[10],"applications.":[11],"These":[12],"can":[14],"be":[15],"characterized":[16],"by":[17,80],"their":[18],"huge":[19],"input-small":[20],"output.":[21,36],"The":[22,62],"iceberg":[23,48],"refers":[24,33],"to":[25,34,117],"the":[26,29,35,57,73,96,103,131,135,141],"input,":[27],"and":[28,108,125],"tip":[30],"of":[31,47,83,137],"it":[32,92,99,114],"We":[37,119,128],"present":[38],"an":[39,44],"efficient":[40],"algorithm":[41,51,64,133,136],"computing":[43,140],"class":[46],"queries.":[49],"This":[50],"uses":[52],"a":[53,81],"focusing":[54],"technique":[55],"query":[58],"result":[59],"using":[60,123],"quantiling.":[61],"new":[63],"almost":[65],"always":[66],"requires":[67],"two":[68,84],"or":[69,85],"less":[70],"scans":[71],"over":[72],"input":[74],"data,":[75],"which":[76],"outperforms":[77],"other":[78],"algorithms":[79],"factor":[82],"more.":[86],"It":[87],"has":[88],"several":[89],"nice":[90],"properties;":[91],"scales":[93],"nicely":[94],"with":[95],"data":[97,104],"size;":[98],"is":[100,115,134],"robust":[101],"against":[102],"distribution.":[105],"Its":[106],"memory":[107],"computational":[109],"requirements":[110],"are":[111],"small.":[112],"Further,":[113],"easy":[116],"manage.":[118],"evaluate":[120],"its":[121],"performance":[122],"real":[124],"synthetic":[126],"datasets.":[127],"believe":[129],"that":[130],"presented":[132],"choice":[138],"considered":[143],"in":[144],"this":[145],"work.":[146]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}