{"id":"https://openalex.org/W3200690661","doi":"https://doi.org/10.1007/978-3-030-86520-7_2","title":"Unsupervised Learning of Joint Embeddings for Node Representation and\u00a0Community Detection","display_name":"Unsupervised Learning of Joint Embeddings for Node Representation and\u00a0Community Detection","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3200690661","doi":"https://doi.org/10.1007/978-3-030-86520-7_2","mag":"3200690661"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-86520-7_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86520-7_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5054085787","display_name":"Rayyan Ahmad Khan","orcid":"https://orcid.org/0000-0002-1860-0464"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Rayyan Ahmad Khan","raw_affiliation_strings":["Mercateo AG, Munich, Germany","Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Mercateo AG, Munich, Germany","institution_ids":[]},{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105369758","display_name":"Muhammad Umer Anwaar","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Muhammad Umer Anwaar","raw_affiliation_strings":["Mercateo AG, Munich, Germany","Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Mercateo AG, Munich, Germany","institution_ids":[]},{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071807586","display_name":"Omran Kaddah","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Omran Kaddah","raw_affiliation_strings":["Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009561625","display_name":"Zhiwei Han","orcid":"https://orcid.org/0000-0002-4322-208X"},"institutions":[{"id":"https://openalex.org/I4210134795","display_name":"Fortiss","ror":"https://ror.org/042x1tp92","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I4210134795"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zhiwei Han","raw_affiliation_strings":["Fortiss GmbH, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Fortiss GmbH, Munich, Germany","institution_ids":["https://openalex.org/I4210134795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055847035","display_name":"Martin Kleinsteuber","orcid":"https://orcid.org/0000-0002-4323-9260"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Kleinsteuber","raw_affiliation_strings":["Mercateo AG, Munich, Germany","Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Mercateo AG, Munich, Germany","institution_ids":[]},{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5054085787"],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.9123,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.8754988,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9994999766349792,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9825000166893005,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8512911796569824},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.622570276260376},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.616481602191925},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.5953693985939026},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5800303220748901},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5637954473495483},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.5104604959487915},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48354291915893555},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.42907214164733887},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4275374710559845},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41830700635910034},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4002721905708313},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3510770797729492}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8512911796569824},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.622570276260376},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.616481602191925},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.5953693985939026},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5800303220748901},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5637954473495483},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.5104604959487915},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48354291915893555},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.42907214164733887},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4275374710559845},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41830700635910034},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4002721905708313},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3510770797729492},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-86520-7_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86520-7_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1888005072","https://openalex.org/W1977713568","https://openalex.org/W2012921801","https://openalex.org/W2019786737","https://openalex.org/W2022704179","https://openalex.org/W2066828202","https://openalex.org/W2090891622","https://openalex.org/W2110620844","https://openalex.org/W2118585731","https://openalex.org/W2139694940","https://openalex.org/W2154851992","https://openalex.org/W2155461593","https://openalex.org/W2168627253","https://openalex.org/W2169404653","https://openalex.org/W2187032421","https://openalex.org/W2187089797","https://openalex.org/W2393319904","https://openalex.org/W2508137831","https://openalex.org/W2547875792","https://openalex.org/W2577326063","https://openalex.org/W2604942799","https://openalex.org/W2607500032","https://openalex.org/W2624431344","https://openalex.org/W2755088640","https://openalex.org/W2767849480","https://openalex.org/W2810396878","https://openalex.org/W2893944917","https://openalex.org/W2912917402","https://openalex.org/W2949559065","https://openalex.org/W2962756421","https://openalex.org/W2963312446","https://openalex.org/W2964282455","https://openalex.org/W2976859544","https://openalex.org/W3014532862","https://openalex.org/W3102647957","https://openalex.org/W3104097132","https://openalex.org/W3105705953","https://openalex.org/W4292081303","https://openalex.org/W6630827713"],"related_works":["https://openalex.org/W2335364074","https://openalex.org/W4300480195","https://openalex.org/W3006036127","https://openalex.org/W4323323198","https://openalex.org/W4366548779","https://openalex.org/W2965265899","https://openalex.org/W4287122539","https://openalex.org/W3118281188","https://openalex.org/W4287391817","https://openalex.org/W3127111063"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}