{"id":"https://openalex.org/W3197540743","doi":"https://doi.org/10.1145/3591468","title":"Computing Graph Descriptors on Edge Streams","display_name":"Computing Graph Descriptors on Edge Streams","publication_year":2023,"publication_date":"2023-04-08","ids":{"openalex":"https://openalex.org/W3197540743","doi":"https://doi.org/10.1145/3591468","mag":"3197540743"},"language":"en","primary_location":{"id":"doi:10.1145/3591468","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3591468","pdf_url":null,"source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Knowledge Discovery from Data","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/A5020821951","display_name":"Zohair Raza Hassan","orcid":"https://orcid.org/0000-0001-5590-5235"},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zohair Raza Hassan","raw_affiliation_strings":["Rochester Institute of Technology, Rochester, NY, USA"],"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology, Rochester, NY, USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064858842","display_name":"Sarwan Ali","orcid":"https://orcid.org/0000-0001-8121-2168"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sarwan Ali","raw_affiliation_strings":["Georgia State University, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia State University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000099609","display_name":"Imdadullah Khan","orcid":"https://orcid.org/0000-0002-6955-6168"},"institutions":[{"id":"https://openalex.org/I207789805","display_name":"Lahore University of Management Sciences","ror":"https://ror.org/05b5x4a35","country_code":"PK","type":"education","lineage":["https://openalex.org/I207789805"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Imdadullah Khan","raw_affiliation_strings":["Lahore University of Management Sciences, Lahore, Punjab, Pakistan"],"affiliations":[{"raw_affiliation_string":"Lahore University of Management Sciences, Lahore, Punjab, Pakistan","institution_ids":["https://openalex.org/I207789805"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058924014","display_name":"Mudassir Shabbir","orcid":"https://orcid.org/0000-0002-6961-0961"},"institutions":[{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Mudassir Shabbir","raw_affiliation_strings":["Information Technology University, Lahore, Punjab, Pakistan"],"affiliations":[{"raw_affiliation_string":"Information Technology University, Lahore, Punjab, Pakistan","institution_ids":["https://openalex.org/I1323252656"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041744190","display_name":"Waseem Abbas","orcid":"https://orcid.org/0000-0002-9013-1463"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Waseem Abbas","raw_affiliation_strings":["University of Texas at Dallas, Richardson, TX, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5020821951"],"corresponding_institution_ids":["https://openalex.org/I155173764"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.00384385,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"17","issue":"8","first_page":"1","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9987000226974487,"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":0.9987000226974487,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9973999857902527,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9969000220298767,"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":0.7123686075210571},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6402827501296997},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5434643626213074},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.467995822429657},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39722326397895813},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.35475894808769226},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3516930341720581},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34473443031311035},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32913604378700256}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7123686075210571},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6402827501296997},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5434643626213074},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.467995822429657},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39722326397895813},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35475894808769226},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3516930341720581},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34473443031311035},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32913604378700256},{"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:10.1145/3591468","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3591468","pdf_url":null,"source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Knowledge Discovery from Data","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W131619556","https://openalex.org/W1179283095","https://openalex.org/W1875842236","https://openalex.org/W1980331354","https://openalex.org/W2008857988","https://openalex.org/W2010541316","https://openalex.org/W2025167103","https://openalex.org/W2090891622","https://openalex.org/W2103444992","https://openalex.org/W2119885577","https://openalex.org/W2142498761","https://openalex.org/W2142799844","https://openalex.org/W2147286743","https://openalex.org/W2159156271","https://openalex.org/W2169931829","https://openalex.org/W2190928263","https://openalex.org/W2278188209","https://openalex.org/W2278390984","https://openalex.org/W2303371279","https://openalex.org/W2339085491","https://openalex.org/W2734831799","https://openalex.org/W2750821778","https://openalex.org/W2768759015","https://openalex.org/W2783700020","https://openalex.org/W2804381853","https://openalex.org/W2805797068","https://openalex.org/W2807751546","https://openalex.org/W2807863971","https://openalex.org/W2897218018","https://openalex.org/W2903399271","https://openalex.org/W2912083425","https://openalex.org/W2912269676","https://openalex.org/W2914020154","https://openalex.org/W2950815005","https://openalex.org/W2962711740","https://openalex.org/W2962756421","https://openalex.org/W2962810718","https://openalex.org/W2962816903","https://openalex.org/W2963008485","https://openalex.org/W2963101602","https://openalex.org/W2963174716","https://openalex.org/W2963316155","https://openalex.org/W2963416007","https://openalex.org/W2963722442","https://openalex.org/W2963953805","https://openalex.org/W2983091007","https://openalex.org/W2991300985","https://openalex.org/W2997987931","https://openalex.org/W2999010333","https://openalex.org/W2999797826","https://openalex.org/W3003780224","https://openalex.org/W3009924839","https://openalex.org/W3021378185","https://openalex.org/W3025759561","https://openalex.org/W3033734920","https://openalex.org/W3034658947","https://openalex.org/W3042313988","https://openalex.org/W3085065390","https://openalex.org/W3088770573","https://openalex.org/W3093943311","https://openalex.org/W3094504436","https://openalex.org/W3098066293","https://openalex.org/W3098754359","https://openalex.org/W3104261605","https://openalex.org/W3106039696","https://openalex.org/W3114206215","https://openalex.org/W3126641925","https://openalex.org/W3156116725","https://openalex.org/W3160210882","https://openalex.org/W3208758912","https://openalex.org/W3212258001","https://openalex.org/W4205969642","https://openalex.org/W4210257598","https://openalex.org/W4253260758"],"related_works":["https://openalex.org/W2060018656","https://openalex.org/W3047965787","https://openalex.org/W2293915134","https://openalex.org/W2543670224","https://openalex.org/W2055384367","https://openalex.org/W2405477502","https://openalex.org/W2081734071","https://openalex.org/W377926767","https://openalex.org/W2187500075","https://openalex.org/W2137598809"],"abstract_inverted_index":{"Feature":[0],"extraction":[1],"is":[2],"an":[3],"essential":[4,89],"task":[5],"in":[6,17,28,60,105],"graph":[7,13,20,33,59,85,104],"analytics.":[8],"These":[9],"feature":[10],"vectors,":[11],"called":[12],"descriptors,":[14],"are":[15],"used":[16],"downstream":[18],"vector-space-based":[19],"analysis":[21],"models.":[22],"This":[23],"idea":[24],"has":[25,66],"proved":[26],"fruitful":[27],"the":[29,57,64,70,88,102,109,116,126,129,134,161],"past,":[30],"with":[31,147],"spectral-based":[32],"descriptors":[34,45,86,131,144,155],"providing":[35],"state-of-the-art":[36,162],"classification":[37,138],"accuracy.":[38,139],"However,":[39],"known":[40],"algorithms":[41,79,120,142],"to":[42,49,80,99,114,160],"compute":[43,82,143],"meaningful":[44],"do":[46],"not":[47],"scale":[48],"large":[50],"graphs":[51,146],"since:":[52],"(1)":[53],"they":[54],"require":[55],"storing":[56,101],"entire":[58,103],"memory,":[61,106],"and":[62,107,137],"(2)":[63],"end-user":[65],"no":[67],"control":[68],"over":[69],"algorithm\u2019s":[71],"runtime.":[72],"In":[73],"this":[74],"article,":[75],"we":[76],"present":[77],"streaming":[78],"approximately":[81],"three":[83],"different":[84],"capturing":[87],"structure":[90],"of":[91,118,128,145,149],"graphs.":[92],"Operating":[93],"on":[94],"edge":[95],"streams":[96],"allows":[97],"us":[98,113],"avoid":[100],"controlling":[108],"sample":[110],"size":[111],"enables":[112],"keep":[115],"runtime":[117],"our":[119],"within":[121,151],"desired":[122],"bounds.":[123],"We":[124],"demonstrate":[125],"efficacy":[127],"proposed":[130],"by":[132],"analyzing":[133],"approximation":[135],"error":[136],"Our":[140],"scalable":[141],"millions":[148],"edges":[150],"minutes.":[152],"Moreover,":[153],"these":[154],"yield":[156],"predictive":[157],"accuracy":[158],"comparable":[159],"methods":[163],"but":[164],"can":[165],"be":[166],"computed":[167],"using":[168],"only":[169],"25%":[170],"as":[171],"much":[172],"memory.":[173]},"counts_by_year":[{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
