{"id":"https://openalex.org/W4406459354","doi":"https://doi.org/10.1109/bigdata62323.2024.10825761","title":"Vector Quantization with Sorting Transformation","display_name":"Vector Quantization with Sorting Transformation","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406459354","doi":"https://doi.org/10.1109/bigdata62323.2024.10825761"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10825761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825761","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","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/A5100396652","display_name":"Hongzhi Wang","orcid":"https://orcid.org/0000-0002-7521-2871"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hongzhi Wang","raw_affiliation_strings":["IBM Almaden Research Center,San Jose,CA,USA"],"affiliations":[{"raw_affiliation_string":"IBM Almaden Research Center,San Jose,CA,USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057284370","display_name":"Tanveer Syeda-Mahmood","orcid":"https://orcid.org/0000-0003-0059-3208"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tanveer Syeda-Mahmood","raw_affiliation_strings":["IBM Almaden Research Center,San Jose,CA,USA"],"affiliations":[{"raw_affiliation_string":"IBM Almaden Research Center,San Jose,CA,USA","institution_ids":["https://openalex.org/I4210085935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100396652"],"corresponding_institution_ids":["https://openalex.org/I4210085935"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26280689,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2384","last_page":"2389"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/vector-quantization","display_name":"Vector quantization","score":0.6827177405357361},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.6250302791595459},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5769393444061279},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5646529793739319},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.5059546828269958},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3868069052696228},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.286853551864624},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0507790744304657}],"concepts":[{"id":"https://openalex.org/C199833920","wikidata":"https://www.wikidata.org/wiki/Q612536","display_name":"Vector quantization","level":2,"score":0.6827177405357361},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.6250302791595459},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5769393444061279},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5646529793739319},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.5059546828269958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3868069052696228},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.286853551864624},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0507790744304657},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10825761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825761","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2077815765","https://openalex.org/W2080095547","https://openalex.org/W2088252378","https://openalex.org/W2113519987","https://openalex.org/W2113628590","https://openalex.org/W2122111042","https://openalex.org/W2124509324","https://openalex.org/W2147647517","https://openalex.org/W2198782036","https://openalex.org/W4244017338","https://openalex.org/W6791353385","https://openalex.org/W6861295083"],"related_works":["https://openalex.org/W2739612537","https://openalex.org/W1539956819","https://openalex.org/W2349174696","https://openalex.org/W2360241746","https://openalex.org/W4313041667","https://openalex.org/W2767599893","https://openalex.org/W2093152993","https://openalex.org/W2381572297","https://openalex.org/W1489554298","https://openalex.org/W3209251257"],"abstract_inverted_index":{"Vector":[0],"quantization":[1,102,141,151],"is":[2,28,41,135],"a":[3,15,136,146],"nearest":[4,33,47,128],"neighbor":[5,34,48,129],"representation":[6,49],"based":[7],"compression":[8,43,106,126],"technique":[9],"for":[10,50,94,113,118,139,149],"vector":[11,23,26,51,60,67,95,101,140,150],"data.":[12,96],"It":[13],"creates":[14],"collection":[16],"of":[17],"codewords":[18],"to":[19,55,59],"represent":[20],"the":[21,37,42,77,115],"entire":[22],"space.":[24],"Each":[25],"data":[27,61],"then":[29],"represented":[30],"by":[31],"its":[32],"codeword,":[35],"where":[36],"distance":[38,82],"between":[39],"them":[40],"error.":[44],"To":[45],"improve":[46],"quantization,":[52],"we":[53,131],"propose":[54],"apply":[56],"sorting":[57,78,98,116],"transformation":[58,79,99],"such":[62,87],"that":[63,72,133],"members":[64],"within":[65],"each":[66,119],"are":[68],"sorted.":[69],"We":[70],"show":[71,132],"among":[73],"all":[74],"permutation":[75,117],"transformations,":[76],"minimizes":[80],"L2":[81],"and":[83,91,127],"maximizes":[84],"similarity":[85,90],"measures":[86],"as":[88],"cosine":[89],"Pearson":[92],"correlation":[93],"Applying":[97],"with":[100],"can":[103],"substantially":[104],"reduce":[105],"errors.":[107],"Meanwhile,":[108],"it":[109],"incurs":[110],"storage":[111],"overhead":[112],"saving":[114],"compressed":[120],"vector.":[121],"Through":[122],"experimental":[123],"validation":[124],"on":[125,142],"retrieval,":[130],"this":[134],"beneficial":[137],"trade-off":[138],"low":[143],"dimensional":[144],"vectors,":[145],"common":[147],"scenario":[148],"applications.":[152]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}