{"id":"https://openalex.org/W4200058918","doi":"https://doi.org/10.1109/hpec49654.2021.9622871","title":"Graph Embedding and Field Based Detection of Non-Local Webs in Large Scale Free Networks","display_name":"Graph Embedding and Field Based Detection of Non-Local Webs in Large Scale Free Networks","publication_year":2021,"publication_date":"2021-09-20","ids":{"openalex":"https://openalex.org/W4200058918","doi":"https://doi.org/10.1109/hpec49654.2021.9622871"},"language":"en","primary_location":{"id":"doi:10.1109/hpec49654.2021.9622871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpec49654.2021.9622871","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE High Performance Extreme Computing Conference (HPEC)","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/A5078766029","display_name":"Michael E. Franusich","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michael E. Franusich","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, Pennsylvania"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, Pennsylvania","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062806943","display_name":"Franz Franchetti","orcid":"https://orcid.org/0000-0002-3529-8973"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Franz Franchetti","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, Pennsylvania"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, Pennsylvania","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5078766029"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18351562,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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/T10374","display_name":"Advanced Graph Theory Research","score":0.984000027179718,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9807999730110168,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/scalability","display_name":"Scalability","score":0.6324211359024048},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5795812010765076},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.526991069316864},{"id":"https://openalex.org/keywords/euclidean-space","display_name":"Euclidean space","score":0.4838777780532837},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.48307135701179504},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.4640796184539795},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4450581669807434},{"id":"https://openalex.org/keywords/graph-embedding","display_name":"Graph embedding","score":0.4245389699935913},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3110813796520233},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.27008751034736633}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6324211359024048},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5795812010765076},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.526991069316864},{"id":"https://openalex.org/C186450821","wikidata":"https://www.wikidata.org/wiki/Q17295","display_name":"Euclidean space","level":2,"score":0.4838777780532837},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.48307135701179504},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.4640796184539795},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4450581669807434},{"id":"https://openalex.org/C75564084","wikidata":"https://www.wikidata.org/wiki/Q5597085","display_name":"Graph embedding","level":3,"score":0.4245389699935913},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3110813796520233},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.27008751034736633},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpec49654.2021.9622871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpec49654.2021.9622871","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE High Performance Extreme Computing Conference (HPEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7599999904632568}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1895325410","https://openalex.org/W1992613305","https://openalex.org/W2043701535","https://openalex.org/W2058094241","https://openalex.org/W2397834228","https://openalex.org/W2886462128","https://openalex.org/W2903348104","https://openalex.org/W2903539791","https://openalex.org/W2962731287","https://openalex.org/W2989840678","https://openalex.org/W6640570641"],"related_works":["https://openalex.org/W3036264823","https://openalex.org/W4238233526","https://openalex.org/W3206528106","https://openalex.org/W2123605750","https://openalex.org/W2912814903","https://openalex.org/W2088740331","https://openalex.org/W2950907416","https://openalex.org/W3038102983","https://openalex.org/W2082479932","https://openalex.org/W2932872266"],"abstract_inverted_index":{"Scalable":[0],"graph":[1,34],"algorithms":[2],"are":[3,76,87],"usually":[4],"discrete":[5],"and":[6,8,17,68,81,86,117],"heuristics-based":[7],"their":[9],"performance":[10],"may":[11],"strongly":[12],"depend":[13],"on":[14],"the":[15,20,63,72,93,113],"topology":[16],"size":[18],"of":[19,62,84],"targeted":[21],"graph.":[22,110],"In":[23],"this":[24],"paper":[25],"we":[26,32,41,55],"investigate":[27],"an":[28,45,51,88],"alternative":[29],"approach":[30,94],"where":[31],"translate":[33],"problems":[35],"into":[36,44],"a":[37,57,97,107],"continuous":[38],"space":[39,49,65],"problem:":[40],"embed":[42],"graphs":[43,122],"higher":[46],"dimensional":[47],"Euclidean":[48,64],"using":[50],"N-body":[52],"approach.":[53],"Then":[54],"define":[56],"synthetic":[58],"field":[59],"as":[60],"function":[61],"vertex":[66],"locations":[67],"find":[69],"peaks":[70,75],"in":[71,106,115],"field.":[73],"These":[74],"used":[77],"to":[78,95,121],"identify":[79,96],"regions":[80],"thus":[82],"vertices":[83,105],"interest,":[85],"emergent":[89],"property.":[90],"We":[91,111],"test":[92],"low-degree":[98],"web":[99],"that":[100],"is":[101],"connecting":[102],"otherwise":[103],"unrelated":[104],"power":[108],"law":[109],"implement":[112],"algorithm":[114],"CUDA":[116],"show":[118],"good":[119],"scalability":[120],"with":[123],"7":[124],"million":[125],"nodes.":[126]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
