{"id":"https://openalex.org/W3015950101","doi":"https://doi.org/10.1177/1550147720916408","title":"A tensor compression algorithm using Tucker decomposition and dictionary dimensionality reduction","display_name":"A tensor compression algorithm using Tucker decomposition and dictionary dimensionality reduction","publication_year":2020,"publication_date":"2020-04-01","ids":{"openalex":"https://openalex.org/W3015950101","doi":"https://doi.org/10.1177/1550147720916408","mag":"3015950101"},"language":"en","primary_location":{"id":"doi:10.1177/1550147720916408","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147720916408","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147720916408","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147720916408","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042295346","display_name":"Chenquan Gan","orcid":"https://orcid.org/0000-0002-0453-5630"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]},{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenquan Gan","raw_affiliation_strings":["Chongqing Key Laboratory of Mobile Communications Technology, Chongqing, China","Engineering Research Center of Mobile Communications, Ministry of Education, Chongqing, China","School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-0453-5630","affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Mobile Communications Technology, Chongqing, China","institution_ids":[]},{"raw_affiliation_string":"Engineering Research Center of Mobile Communications, Ministry of Education, Chongqing, China","institution_ids":["https://openalex.org/I180662265"]},{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090025422","display_name":"Jun-Wei Mao","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]},{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junwei Mao","raw_affiliation_strings":["Chongqing Key Laboratory of Mobile Communications Technology, Chongqing, China","Engineering Research Center of Mobile Communications, Ministry of Education, Chongqing, China","School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Mobile Communications Technology, Chongqing, China","institution_ids":[]},{"raw_affiliation_string":"Engineering Research Center of Mobile Communications, Ministry of Education, Chongqing, China","institution_ids":["https://openalex.org/I180662265"]},{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078332129","display_name":"Zufan Zhang","orcid":"https://orcid.org/0000-0001-5315-2065"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]},{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zufan Zhang","raw_affiliation_strings":["Chongqing Key Laboratory of Mobile Communications Technology, Chongqing, China","Engineering Research Center of Mobile Communications, Ministry of Education, Chongqing, China","School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-5315-2065","affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Mobile Communications Technology, Chongqing, China","institution_ids":[]},{"raw_affiliation_string":"Engineering Research Center of Mobile Communications, Ministry of Education, Chongqing, China","institution_ids":["https://openalex.org/I180662265"]},{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065959325","display_name":"Qingyi Zhu","orcid":"https://orcid.org/0000-0002-1168-1599"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingyi Zhu","raw_affiliation_strings":["School of Cyber Security and Information Law, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Security and Information Law, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5078332129"],"corresponding_institution_ids":["https://openalex.org/I10535382","https://openalex.org/I180662265"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":0.2799,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.43803681,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"16","issue":"4","first_page":"155014772091640","last_page":"155014772091640"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11034","display_name":"Digital Filter Design and Implementation","score":0.9398999810218811,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9397000074386597,"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/tucker-decomposition","display_name":"Tucker decomposition","score":0.8447855114936829},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.7444009780883789},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7225279808044434},{"id":"https://openalex.org/keywords/k-svd","display_name":"K-SVD","score":0.6427373886108398},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.6081459522247314},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.5695036053657532},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5541167855262756},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5513614416122437},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5466828346252441},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.48532834649086},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4382324516773224},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4344744086265564},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.4224976599216461},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.41207194328308105},{"id":"https://openalex.org/keywords/tensor-decomposition","display_name":"Tensor decomposition","score":0.34501713514328003},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23934918642044067}],"concepts":[{"id":"https://openalex.org/C42704193","wikidata":"https://www.wikidata.org/wiki/Q7851097","display_name":"Tucker decomposition","level":4,"score":0.8447855114936829},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.7444009780883789},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7225279808044434},{"id":"https://openalex.org/C154771677","wikidata":"https://www.wikidata.org/wiki/Q17098361","display_name":"K-SVD","level":3,"score":0.6427373886108398},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.6081459522247314},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.5695036053657532},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5541167855262756},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5513614416122437},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5466828346252441},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.48532834649086},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4382324516773224},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4344744086265564},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.4224976599216461},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.41207194328308105},{"id":"https://openalex.org/C2986737658","wikidata":"https://www.wikidata.org/wiki/Q30103009","display_name":"Tensor decomposition","level":3,"score":0.34501713514328003},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23934918642044067},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/1550147720916408","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147720916408","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147720916408","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:sae:intdis:v:16:y:2020:i:4:p:1550147720916408","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1177/1550147720916408","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:c27dfad8f6104db48c165ca6765d242f","is_oa":true,"landing_page_url":"https://doaj.org/article/c27dfad8f6104db48c165ca6765d242f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Distributed Sensor Networks, Vol 16 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1177/1550147720916408","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147720916408","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147720916408","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5299999713897705,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G2908678686","display_name":null,"funder_award_id":"61903056","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8489805148","display_name":null,"funder_award_id":"61702066","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3015950101.pdf","grobid_xml":"https://content.openalex.org/works/W3015950101.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W652170853","https://openalex.org/W654550266","https://openalex.org/W1878057855","https://openalex.org/W2002222589","https://openalex.org/W2018067627","https://openalex.org/W2024165284","https://openalex.org/W2024356620","https://openalex.org/W2030928609","https://openalex.org/W2066792693","https://openalex.org/W2088254198","https://openalex.org/W2107541189","https://openalex.org/W2121058967","https://openalex.org/W2126447985","https://openalex.org/W2154011501","https://openalex.org/W2161073299","https://openalex.org/W2280094791","https://openalex.org/W2324784787","https://openalex.org/W2469230926","https://openalex.org/W2489899240","https://openalex.org/W2500308745","https://openalex.org/W2568398668","https://openalex.org/W2571204565","https://openalex.org/W2761187698","https://openalex.org/W2800859061","https://openalex.org/W2913329715","https://openalex.org/W2917006683","https://openalex.org/W2954653574","https://openalex.org/W3098758500","https://openalex.org/W3099910538","https://openalex.org/W4210350649","https://openalex.org/W4235407707","https://openalex.org/W4242435775","https://openalex.org/W4256101080","https://openalex.org/W4365806352"],"related_works":["https://openalex.org/W2099321050","https://openalex.org/W2890952311","https://openalex.org/W2509955295","https://openalex.org/W2047275718","https://openalex.org/W2034957211","https://openalex.org/W2388952560","https://openalex.org/W110819671","https://openalex.org/W2149282631","https://openalex.org/W2011611369","https://openalex.org/W2204991413"],"abstract_inverted_index":{"Tensor":[0],"compression":[1,40],"algorithms":[2],"play":[3],"an":[4],"important":[5],"role":[6],"in":[7,26,134],"the":[8,63,69,80,88,95,105,108,115,128,136],"processing":[9],"of":[10,107],"multidimensional":[11],"signals.":[12],"In":[13,103],"previous":[14],"work,":[15],"tensor":[16,39,54,64,110],"data":[17,138],"structures":[18],"are":[19],"usually":[20],"destroyed":[21],"by":[22,68,113],"vectorization":[23],"operations,":[24],"resulting":[25],"information":[27,139],"loss":[28],"and":[29,45,59,72,84,100,140],"new":[30],"noise.":[31],"To":[32],"this":[33,35],"end,":[34],"article":[36],"proposes":[37],"a":[38],"algorithm":[41,130],"using":[42,114],"Tucker":[43,73],"decomposition":[44],"dictionary":[46,55,57,60,117],"dimensionality":[47,106],"reduction,":[48],"which":[49,76],"mainly":[50],"includes":[51],"three":[52],"parts:":[53],"representation,":[56],"preprocessing,":[58],"update.":[61],"Specifically,":[62],"is":[65,111],"respectively":[66],"performed":[67],"sparse":[70,82,89,98],"representation":[71,90],"decomposition,":[74],"from":[75],"one":[77],"can":[78,91],"obtain":[79],"dictionary,":[81],"coefficient,":[83],"core":[85,101],"tensor.":[86,102],"Furthermore,":[87],"be":[92],"obtained":[93],"through":[94],"relationship":[96],"between":[97],"coefficient":[99],"addition,":[104],"input":[109],"reduced":[112],"concentrated":[116],"learning.":[118],"Finally,":[119],"some":[120],"experiments":[121],"show":[122],"that,":[123],"compared":[124],"with":[125],"other":[126],"algorithms,":[127],"proposed":[129],"has":[131],"obvious":[132],"advantages":[133],"preserving":[135],"original":[137],"denoising":[141],"ability.":[142]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
