{"id":"https://openalex.org/W2791025548","doi":"https://doi.org/10.1109/globalsip.2017.8309043","title":"Graph signals classification using total variation and graph energy informations","display_name":"Graph signals classification using total variation and graph energy informations","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2791025548","doi":"https://doi.org/10.1109/globalsip.2017.8309043","mag":"2791025548"},"language":"en","primary_location":{"id":"doi:10.1109/globalsip.2017.8309043","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2017.8309043","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10985/15078","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049644360","display_name":"Haifa Ahmed","orcid":"https://orcid.org/0000-0002-4881-6493"},"institutions":[{"id":"https://openalex.org/I183158303","display_name":"\u00c9cole Navale","ror":"https://ror.org/030txnd05","country_code":"FR","type":"education","lineage":["https://openalex.org/I183158303"]},{"id":"https://openalex.org/I190752583","display_name":"ParisTech","ror":"https://ror.org/05c2qg481","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583"]},{"id":"https://openalex.org/I2801296886","display_name":"Institut de Recherche de l\u2019\u00c9cole Navale","ror":"https://ror.org/01v6shv96","country_code":"FR","type":"facility","lineage":["https://openalex.org/I183158303","https://openalex.org/I190752583","https://openalex.org/I190861549","https://openalex.org/I2801296886","https://openalex.org/I4210134562"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"H. Bay Ahmed","raw_affiliation_strings":["IRENav, Ecole Navale/Arts-Metiers ParisTech, CC 600, 29240 Brest Cedex 9, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRENav, Ecole Navale/Arts-Metiers ParisTech, CC 600, 29240 Brest Cedex 9, France","institution_ids":["https://openalex.org/I183158303","https://openalex.org/I190752583","https://openalex.org/I2801296886"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015302886","display_name":"Delphine Dar\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I183158303","display_name":"\u00c9cole Navale","ror":"https://ror.org/030txnd05","country_code":"FR","type":"education","lineage":["https://openalex.org/I183158303"]},{"id":"https://openalex.org/I190752583","display_name":"ParisTech","ror":"https://ror.org/05c2qg481","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583"]},{"id":"https://openalex.org/I2801296886","display_name":"Institut de Recherche de l\u2019\u00c9cole Navale","ror":"https://ror.org/01v6shv96","country_code":"FR","type":"facility","lineage":["https://openalex.org/I183158303","https://openalex.org/I190752583","https://openalex.org/I190861549","https://openalex.org/I2801296886","https://openalex.org/I4210134562"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"D. Dare","raw_affiliation_strings":["IRENav, Ecole Navale/Arts-Metiers ParisTech, Brest Cedex 9, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRENav, Ecole Navale/Arts-Metiers ParisTech, Brest Cedex 9, France","institution_ids":["https://openalex.org/I183158303","https://openalex.org/I190752583","https://openalex.org/I2801296886"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004893718","display_name":"Abdel\u2010Ouahab Boudraa","orcid":"https://orcid.org/0000-0002-1864-2859"},"institutions":[{"id":"https://openalex.org/I183158303","display_name":"\u00c9cole Navale","ror":"https://ror.org/030txnd05","country_code":"FR","type":"education","lineage":["https://openalex.org/I183158303"]},{"id":"https://openalex.org/I190752583","display_name":"ParisTech","ror":"https://ror.org/05c2qg481","country_code":"FR","type":"education","lineage":["https://openalex.org/I190752583"]},{"id":"https://openalex.org/I2801296886","display_name":"Institut de Recherche de l\u2019\u00c9cole Navale","ror":"https://ror.org/01v6shv96","country_code":"FR","type":"facility","lineage":["https://openalex.org/I183158303","https://openalex.org/I190752583","https://openalex.org/I190861549","https://openalex.org/I2801296886","https://openalex.org/I4210134562"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"A.O. Boudraa","raw_affiliation_strings":["IRENav, Ecole Navale/Arts-Metiers ParisTech, Brest Cedex 9, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRENav, Ecole Navale/Arts-Metiers ParisTech, Brest Cedex 9, France","institution_ids":["https://openalex.org/I183158303","https://openalex.org/I190752583","https://openalex.org/I2801296886"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0327,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.84144977,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"667","last_page":"671"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9997000098228455,"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":0.9997000098228455,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.571378231048584},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.569080114364624},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5446684956550598},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2904369831085205},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11692658066749573}],"concepts":[{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.571378231048584},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.569080114364624},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5446684956550598},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2904369831085205},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11692658066749573},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/globalsip.2017.8309043","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2017.8309043","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:sam.ensam.eu:10985/15078","is_oa":true,"landing_page_url":"http://hdl.handle.net/10985/15078","pdf_url":null,"source":{"id":"https://openalex.org/S4306400009","display_name":"SAM, the Arts et M\u00e9tiers ParisTech open access repository (Paris Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190752583","host_organization_name":"ParisTech","host_organization_lineage":["https://openalex.org/I190752583"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://hdl.handle.net/10985/15078","raw_type":null}],"best_oa_location":{"id":"pmh:oai:sam.ensam.eu:10985/15078","is_oa":true,"landing_page_url":"http://hdl.handle.net/10985/15078","pdf_url":null,"source":{"id":"https://openalex.org/S4306400009","display_name":"SAM, the Arts et M\u00e9tiers ParisTech open access repository (Paris Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190752583","host_organization_name":"ParisTech","host_organization_lineage":["https://openalex.org/I190752583"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://hdl.handle.net/10985/15078","raw_type":null},"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W265320276","https://openalex.org/W574643040","https://openalex.org/W1487530027","https://openalex.org/W1510807518","https://openalex.org/W1540550726","https://openalex.org/W1698699930","https://openalex.org/W1816257748","https://openalex.org/W2002653466","https://openalex.org/W2056562706","https://openalex.org/W2092750499","https://openalex.org/W2099438806","https://openalex.org/W2101491865","https://openalex.org/W2103559027","https://openalex.org/W2104214849","https://openalex.org/W2105598743","https://openalex.org/W2122661899","https://openalex.org/W2131479089","https://openalex.org/W2144000913","https://openalex.org/W2534174629","https://openalex.org/W3148981562","https://openalex.org/W6634338208","https://openalex.org/W6638258969","https://openalex.org/W6676388157","https://openalex.org/W6681029592","https://openalex.org/W6758327135"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2386430105","https://openalex.org/W2356521405","https://openalex.org/W2384358604","https://openalex.org/W1567829292","https://openalex.org/W2038534795","https://openalex.org/W3001063351","https://openalex.org/W3196905815","https://openalex.org/W2351370765"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"we":[3],"consider":[4],"the":[5,13,19,24,51,54,93,103,123,126,142],"problem":[6],"of":[7,15,53,73,82,98,102,125,131,135,144],"graph":[8,25,29,42,55,115,150],"signals":[9,30,151],"classification.":[10,31,152],"We":[11,105],"investigate":[12],"relevance":[14],"two":[16,65],"attributes,":[17,66],"namely":[18],"total":[20],"variation":[21],"(TV)":[22],"and":[23,37,92,111,134,146],"energy":[26],"(GE)":[27],"for":[28,40,149],"The":[32,44,80,119],"TV":[33,145],"is":[34,47,58,76],"a":[35,59],"compact":[36],"informative":[38],"attribute":[39],"efficient":[41],"discrimination.":[43],"GE":[45,147],"information":[46],"used":[48],"to":[49,96],"quantify":[50],"complexity":[52],"structure":[56],"which":[57],"pertinent":[60],"information.":[61],"Based":[62],"on":[63,88,108,114],"these":[64,74,83],"three":[67],"similarity":[68,84],"measures":[69,75,85],"are":[70,86],"introduced.":[71],"Key":[72],"their":[77],"low":[78],"complexity.":[79],"effectiveness":[81,124],"illustrated":[87],"five":[89,99],"data":[90,117],"sets":[91],"results":[94,107,121],"compared":[95],"those":[97],"kernel-based":[100],"methods":[101,128],"literature.":[104],"report":[106],"computation":[109],"runtime":[110,133],"classification":[112,136],"accuracy":[113],"benchmark":[116],"sets.":[118],"obtained":[120],"confirm":[122],"proposed":[127],"in":[129],"terms":[130],"CPU":[132],"accuracy.":[137],"These":[138],"findings":[139],"also":[140],"show":[141],"potential":[143],"informations":[148]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}