{"id":"https://openalex.org/W4312051246","doi":"https://doi.org/10.1109/jsac.2022.3221950","title":"Reliable Extraction of Semantic Information and Rate of Innovation Estimation for Graph Signals","display_name":"Reliable Extraction of Semantic Information and Rate of Innovation Estimation for Graph Signals","publication_year":2022,"publication_date":"2022-11-16","ids":{"openalex":"https://openalex.org/W4312051246","doi":"https://doi.org/10.1109/jsac.2022.3221950"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2022.3221950","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2022.3221950","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Selected Areas in Communications","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/A5087858717","display_name":"Mert Kalfa","orcid":"https://orcid.org/0000-0002-6462-1776"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Mert Kalfa","raw_affiliation_strings":["Huawei Turkey Research and Development Center, Istanbul, Turkey","Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Huawei Turkey Research and Development Center, Istanbul, Turkey","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085542031","display_name":"Sadik Yagiz Yetim","orcid":null},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sadik Yagiz Yetim","raw_affiliation_strings":["Huawei Turkey Research and Development Center, Istanbul, Turkey","Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Huawei Turkey Research and Development Center, Istanbul, Turkey","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072487971","display_name":"Arda Atal\u0131k","orcid":"https://orcid.org/0000-0003-3439-7838"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Arda Atalik","raw_affiliation_strings":["Huawei Turkey Research and Development Center, Istanbul, Turkey","Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Huawei Turkey Research and Development Center, Istanbul, Turkey","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041962436","display_name":"Mehmetcan Gok","orcid":null},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmetcan Gok","raw_affiliation_strings":["Huawei Turkey Research and Development Center, Istanbul, Turkey","Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Huawei Turkey Research and Development Center, Istanbul, Turkey","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079724642","display_name":"Yiqun Ge","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115038","display_name":"Huawei Technologies (Canada)","ror":"https://ror.org/026venb53","country_code":"CA","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210115038"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yiqun Ge","raw_affiliation_strings":["Wireless Advanced System and Competency Centre, Huawei Technologies Company Ltd., Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Wireless Advanced System and Competency Centre, Huawei Technologies Company Ltd., Ottawa, ON, Canada","institution_ids":["https://openalex.org/I4210115038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385070","display_name":"Rong Li","orcid":"https://orcid.org/0000-0003-1040-1484"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Li","raw_affiliation_strings":["Hangzhou Research Center, Huawei Technologies, Binjiang, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Hangzhou Research Center, Huawei Technologies, Binjiang, Hangzhou, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037280215","display_name":"Wen Tong","orcid":"https://orcid.org/0000-0002-4240-0892"},"institutions":[{"id":"https://openalex.org/I4210115038","display_name":"Huawei Technologies (Canada)","ror":"https://ror.org/026venb53","country_code":"CA","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210115038"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Wen Tong","raw_affiliation_strings":["Wireless Advanced System and Competency Centre, Huawei Technologies Company Ltd., Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Wireless Advanced System and Competency Centre, Huawei Technologies Company Ltd., Ottawa, ON, Canada","institution_ids":["https://openalex.org/I4210115038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048023330","display_name":"Tolga M. Duman","orcid":"https://orcid.org/0000-0002-5187-8660"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Tolga M. Duman","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065341937","display_name":"Orhan Ar\u0131kan","orcid":"https://orcid.org/0000-0002-3698-8888"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Orhan Arikan","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5087858717"],"corresponding_institution_ids":["https://openalex.org/I168864056"],"apc_list":null,"apc_paid":null,"fwci":1.7234,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.86940519,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"41","issue":"1","first_page":"119","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9900000095367432,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9872000217437744,"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/computer-science","display_name":"Computer science","score":0.898154616355896},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5226507186889648},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.5216506123542786},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.489126980304718},{"id":"https://openalex.org/keywords/semantic-computing","display_name":"Semantic computing","score":0.4511494040489197},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.4457653760910034},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.433354914188385},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.4192942678928375},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4154411554336548},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3863281309604645},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3327024281024933},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32767945528030396},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.29359930753707886}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.898154616355896},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5226507186889648},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.5216506123542786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.489126980304718},{"id":"https://openalex.org/C511149849","wikidata":"https://www.wikidata.org/wiki/Q7449051","display_name":"Semantic computing","level":3,"score":0.4511494040489197},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.4457653760910034},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.433354914188385},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.4192942678928375},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4154411554336548},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3863281309604645},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3327024281024933},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32767945528030396},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.29359930753707886}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsac.2022.3221950","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2022.3221950","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Selected Areas in Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6600000262260437,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":119,"referenced_works":["https://openalex.org/W292488259","https://openalex.org/W1514535095","https://openalex.org/W1905882502","https://openalex.org/W1947481528","https://openalex.org/W1973731344","https://openalex.org/W1983681808","https://openalex.org/W1987423623","https://openalex.org/W1991133427","https://openalex.org/W1995875735","https://openalex.org/W2007321142","https://openalex.org/W2010541316","https://openalex.org/W2068010187","https://openalex.org/W2076618452","https://openalex.org/W2076874408","https://openalex.org/W2077069816","https://openalex.org/W2077574412","https://openalex.org/W2100588357","https://openalex.org/W2102605133","https://openalex.org/W2103402707","https://openalex.org/W2125838338","https://openalex.org/W2133249991","https://openalex.org/W2138011018","https://openalex.org/W2159243025","https://openalex.org/W2163605009","https://openalex.org/W2172156083","https://openalex.org/W2277195237","https://openalex.org/W2341193721","https://openalex.org/W2549599535","https://openalex.org/W2552002300","https://openalex.org/W2570343428","https://openalex.org/W2579549467","https://openalex.org/W2591013610","https://openalex.org/W2603203130","https://openalex.org/W2605736949","https://openalex.org/W2752782242","https://openalex.org/W2769151336","https://openalex.org/W2770180314","https://openalex.org/W2801835932","https://openalex.org/W2804860796","https://openalex.org/W2810482788","https://openalex.org/W2886970679","https://openalex.org/W2893836673","https://openalex.org/W2896348597","https://openalex.org/W2912327653","https://openalex.org/W2913972737","https://openalex.org/W2921526792","https://openalex.org/W2946889564","https://openalex.org/W2951401720","https://openalex.org/W2963037989","https://openalex.org/W2963536419","https://openalex.org/W2963613897","https://openalex.org/W2963649796","https://openalex.org/W2963758027","https://openalex.org/W2963840672","https://openalex.org/W2963881378","https://openalex.org/W2963916161","https://openalex.org/W2963938081","https://openalex.org/W2969519626","https://openalex.org/W2990500698","https://openalex.org/W2996941455","https://openalex.org/W2999219213","https://openalex.org/W3002159761","https://openalex.org/W3016889634","https://openalex.org/W3025915648","https://openalex.org/W3034971973","https://openalex.org/W3036851434","https://openalex.org/W3045086480","https://openalex.org/W3113050802","https://openalex.org/W3128413826","https://openalex.org/W3129110783","https://openalex.org/W3134818623","https://openalex.org/W3135321179","https://openalex.org/W3166791908","https://openalex.org/W3167080497","https://openalex.org/W3176048614","https://openalex.org/W3178592608","https://openalex.org/W3180134609","https://openalex.org/W3180974649","https://openalex.org/W3190469032","https://openalex.org/W3197827948","https://openalex.org/W3198139956","https://openalex.org/W3202895480","https://openalex.org/W3205625102","https://openalex.org/W3216777582","https://openalex.org/W4200498145","https://openalex.org/W4210803956","https://openalex.org/W4226150551","https://openalex.org/W4283748233","https://openalex.org/W4285131538","https://openalex.org/W4286904999","https://openalex.org/W4288083805","https://openalex.org/W4297733535","https://openalex.org/W4312539031","https://openalex.org/W4312881208","https://openalex.org/W4313020484","https://openalex.org/W4317350116","https://openalex.org/W4319866011","https://openalex.org/W6610542360","https://openalex.org/W6630875275","https://openalex.org/W6683512859","https://openalex.org/W6684191040","https://openalex.org/W6696085341","https://openalex.org/W6745842894","https://openalex.org/W6748524686","https://openalex.org/W6760613829","https://openalex.org/W6760618968","https://openalex.org/W6777613640","https://openalex.org/W6786345871","https://openalex.org/W6790617156","https://openalex.org/W6791254220","https://openalex.org/W6802459829","https://openalex.org/W6804040208","https://openalex.org/W6805018690","https://openalex.org/W6809628761","https://openalex.org/W6810827814","https://openalex.org/W6810966997","https://openalex.org/W6838368802","https://openalex.org/W6839744764","https://openalex.org/W6840492551"],"related_works":["https://openalex.org/W3134365128","https://openalex.org/W1965623300","https://openalex.org/W2541135911","https://openalex.org/W2359259132","https://openalex.org/W2133831373","https://openalex.org/W4387489691","https://openalex.org/W2103835134","https://openalex.org/W3028298263","https://openalex.org/W3016822073","https://openalex.org/W2807098362"],"abstract_inverted_index":{"Semantic":[0],"signal":[1,89,111],"processing":[2,90],"and":[3,20,53,68,71,91,147,152,161,174,178],"communications":[4],"are":[5,83,171],"poised":[6],"to":[7,126,140,158],"play":[8],"a":[9,26,98,114,122,133,136,153],"central":[10],"part":[11],"in":[12,49,113,132],"developing":[13],"the":[14,30,36,46,65,72,145,169],"next":[15],"generation":[16],"of":[17,25,32,61,74,129],"sensor":[18],"devices":[19],"networks.":[21],"A":[22],"crucial":[23],"component":[24],"semantic":[27,33,62,75,88,100,110],"system":[28],"is":[29],"extraction":[31,60,102],"signals":[34,63],"from":[35],"raw":[37],"input":[38],"signals,":[39],"which":[40],"has":[41],"become":[42],"increasingly":[43],"tractable":[44],"with":[45],"recent":[47],"advances":[48],"machine":[50],"learning":[51],"(ML)":[52],"artificial":[54],"intelligence":[55],"(AI)":[56],"techniques.":[57],"The":[58,118,165],"accurate":[59],"using":[64],"aforementioned":[66],"ML":[67,130],"AI":[69],"methods,":[70],"detection":[73],"innovation":[76,142],"for":[77,86],"scheduling":[78],"transmission":[79],"and/or":[80],"storage":[81],"events":[82,143],"critical":[84],"tasks":[85],"reliable":[87,99,162],"communications.":[92],"In":[93],"this":[94],"work,":[95],"we":[96],"propose":[97],"information":[101],"framework":[103,120,170],"based":[104,138,181],"on":[105,109,182],"our":[106],"previous":[107],"work":[108],"representations":[112],"hierarchical":[115],"graph-based":[116],"structure.":[117],"proposed":[119,166],"includes":[121],"time":[123],"integration":[124],"method":[125],"increase":[127],"fidelity":[128],"outputs":[131],"class-aware":[134],"manner,":[135],"graph-edit-distance":[137],"metric":[139],"detect":[141],"at":[144],"graph-level":[146],"filter":[148],"out":[149],"sporadic":[150],"errors,":[151],"Hidden":[154],"Markov":[155],"Model":[156],"(HMM)":[157],"produce":[159],"smooth":[160],"graph":[163],"signals.":[164],"methods":[167],"within":[168],"demonstrated":[172],"individually":[173],"collectively":[175],"through":[176],"simulations":[177],"case":[179],"studies":[180],"real-world":[183],"computer":[184],"vision":[185],"examples.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
