{"id":"https://openalex.org/W2807764928","doi":"https://doi.org/10.2352/issn.2470-1173.2018.13.ipas-261","title":"1-Bit Tensor Completion","display_name":"1-Bit Tensor Completion","publication_year":2018,"publication_date":"2018-01-28","ids":{"openalex":"https://openalex.org/W2807764928","doi":"https://doi.org/10.2352/issn.2470-1173.2018.13.ipas-261","mag":"2807764928"},"language":"en","primary_location":{"id":"doi:10.2352/issn.2470-1173.2018.13.ipas-261","is_oa":false,"landing_page_url":"https://doi.org/10.2352/issn.2470-1173.2018.13.ipas-261","pdf_url":null,"source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-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/A5061276033","display_name":"Anastasia Aidini","orcid":"https://orcid.org/0000-0002-5389-6483"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Anastasia Aidini","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002165073","display_name":"Grigorios Tsagkatakis","orcid":"https://orcid.org/0000-0001-6498-9450"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Grigorios Tsagkatakis","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5060388738","display_name":"Panagiotis Tsakalides","orcid":"https://orcid.org/0000-0003-4918-603X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Panagiotis Tsakalides","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5061276033"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3384,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.92773658,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"30","issue":"13","first_page":"261","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9678000211715698,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9678000211715698,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T12303","display_name":"Tensor decomposition and applications","score":0.9646000266075134,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9484999775886536,"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/bit","display_name":"Bit (key)","score":0.6925716996192932},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.5205588936805725},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5120165944099426},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.4961603581905365},{"id":"https://openalex.org/keywords/completion","display_name":"Completion (oil and gas wells)","score":0.4651416838169098},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35374122858047485},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.14596405625343323},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.10601654648780823},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.10524418950080872},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.046984314918518066}],"concepts":[{"id":"https://openalex.org/C117011727","wikidata":"https://www.wikidata.org/wiki/Q1278488","display_name":"Bit (key)","level":2,"score":0.6925716996192932},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.5205588936805725},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5120165944099426},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.4961603581905365},{"id":"https://openalex.org/C2779538338","wikidata":"https://www.wikidata.org/wiki/Q2990590","display_name":"Completion (oil and gas wells)","level":2,"score":0.4651416838169098},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35374122858047485},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.14596405625343323},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.10601654648780823},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10524418950080872},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.046984314918518066}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2352/issn.2470-1173.2018.13.ipas-261","is_oa":false,"landing_page_url":"https://doi.org/10.2352/issn.2470-1173.2018.13.ipas-261","pdf_url":null,"source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321917","display_name":"General Secretariat for Research and Technology","ror":"https://ror.org/04yeh8h63"},{"id":"https://openalex.org/F4320327859","display_name":"Hellenic Foundation for Research and Innovation","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2360737145","https://openalex.org/W4245777471","https://openalex.org/W4233733659","https://openalex.org/W4233380927","https://openalex.org/W4237145036","https://openalex.org/W4234733573","https://openalex.org/W2362077387","https://openalex.org/W185129852","https://openalex.org/W3192151491","https://openalex.org/W4377233624"],"abstract_inverted_index":{"Higher-order":[0],"tensor":[1,19,29],"structured":[2],"data":[3,58],"arise":[4],"in":[5,33,38,62,140],"many":[6,39],"imaging":[7,11],"scenarios,":[8],"including":[9],"hyperspectral":[10,122],"and":[12,60,68],"color":[13],"video.":[14],"The":[15,97],"recovery":[16,85,142],"of":[17,24,86,93,108,115],"a":[18,52,80,90],"from":[20,89],"an":[21],"incomplete":[22],"set":[23],"its":[25],"entries,":[26],"known":[27],"as":[28,136],"completion,":[30],"is":[31,51],"crucial":[32],"applications":[34],"like":[35],"compression.":[36],"Furthermore,":[37],"cases":[40],"observations":[41],"are":[42],"not":[43],"only":[44],"incomplete,":[45],"but":[46],"also":[47],"highly":[48],"quantized.":[49],"Quantization":[50],"critical":[53],"step":[54],"for":[55,72,83],"high":[56],"dimensional":[57],"transmission":[59],"storage":[61,66],"order":[63],"to":[64],"reduce":[65],"requirements":[67],"power":[69],"consumption,":[70],"especially":[71],"energy-limited":[73],"systems.":[74],"In":[75],"this":[76],"paper,":[77],"we":[78],"propose":[79],"novel":[81],"approach":[82],"the":[84,106,116,129],"low-rank":[87],"tensors":[88],"small":[91],"number":[92],"binary":[94,130],"(1-bit)":[95],"measurements.":[96],"proposed":[98],"method,":[99],"called":[100],"1-bit":[101,109],"Tensor":[102],"Completion,":[103],"relies":[104],"on":[105,121],"application":[107],"matrix":[110],"completion":[111],"over":[112],"different":[113],"matricizations":[114],"underlying":[117],"tensor.":[118],"Experimental":[119],"results":[120,139],"images":[123],"demonstrate":[124],"that":[125],"directly":[126],"operating":[127],"with":[128],"measurements,":[131],"rather":[132],"than":[133],"treating":[134],"them":[135],"real":[137],"values,":[138],"lower":[141],"error.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}