{"id":"https://openalex.org/W4386107647","doi":"https://doi.org/10.1007/978-3-031-42795-4_8","title":"Splitting Structural and\u00a0Semantic Knowledge in\u00a0Graph Autoencoders for\u00a0Graph Regression","display_name":"Splitting Structural and\u00a0Semantic Knowledge in\u00a0Graph Autoencoders for\u00a0Graph Regression","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386107647","doi":"https://doi.org/10.1007/978-3-031-42795-4_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-42795-4_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-42795-4_8","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":"conference-paper","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/A5015441370","display_name":"Sarah Fadlallah","orcid":"https://orcid.org/0000-0003-0758-5913"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universitat Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sarah Fadlallah","raw_affiliation_strings":["Research Group ASCLEPIUS: Smart Technology for Smart Healthcare, Department D\u2019Enginyeria Inform\u00e1tica I Matem\u00e1tiques, Universitat Rovira I Virgili, 43k007, Tarragona, Catalonia, Spain","Research Group ASCLEPIUS: Smart Technology for Smart Healthcare, Department D'Enginyeria Inform\u00e1tica I Matem\u00e1tiques, Universitat Rovira I Virgili, 43k007, Tarragona, Catalonia, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0758-5913","affiliations":[{"raw_affiliation_string":"Research Group ASCLEPIUS: Smart Technology for Smart Healthcare, Department D\u2019Enginyeria Inform\u00e1tica I Matem\u00e1tiques, Universitat Rovira I Virgili, 43k007, Tarragona, Catalonia, Spain","institution_ids":["https://openalex.org/I55952717"]},{"raw_affiliation_string":"Research Group ASCLEPIUS: Smart Technology for Smart Healthcare, Department D'Enginyeria Inform\u00e1tica I Matem\u00e1tiques, Universitat Rovira I Virgili, 43k007, Tarragona, Catalonia, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092683076","display_name":"Nat\u00e0lia Segura-Alabart","orcid":"https://orcid.org/0000-0002-6276-2049"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universitat Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Nat\u00e1lia Segura Alabart","raw_affiliation_strings":["Research Group ASCLEPIUS: Smart Technology for Smart Healthcare, Department D\u2019Enginyeria Inform\u00e1tica I Matem\u00e1tiques, Universitat Rovira I Virgili, 43k007, Tarragona, Catalonia, Spain","Research Group ASCLEPIUS: Smart Technology for Smart Healthcare, Department D'Enginyeria Inform\u00e1tica I Matem\u00e1tiques, Universitat Rovira I Virgili, 43k007, Tarragona, Catalonia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6276-2049","affiliations":[{"raw_affiliation_string":"Research Group ASCLEPIUS: Smart Technology for Smart Healthcare, Department D\u2019Enginyeria Inform\u00e1tica I Matem\u00e1tiques, Universitat Rovira I Virgili, 43k007, Tarragona, Catalonia, Spain","institution_ids":["https://openalex.org/I55952717"]},{"raw_affiliation_string":"Research Group ASCLEPIUS: Smart Technology for Smart Healthcare, Department D'Enginyeria Inform\u00e1tica I Matem\u00e1tiques, Universitat Rovira I Virgili, 43k007, Tarragona, Catalonia, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046999910","display_name":"Carme Juli\u00e0","orcid":"https://orcid.org/0000-0003-3440-6175"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universitat Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carme Juli\u00e0","raw_affiliation_strings":["Research Group ASCLEPIUS: Smart Technology for Smart Healthcare, Department D\u2019Enginyeria Inform\u00e1tica I Matem\u00e1tiques, Universitat Rovira I Virgili, 43k007, Tarragona, Catalonia, Spain","Research Group ASCLEPIUS: Smart Technology for Smart Healthcare, Department D'Enginyeria Inform\u00e1tica I Matem\u00e1tiques, Universitat Rovira I Virgili, 43k007, Tarragona, Catalonia, Spain"],"raw_orcid":"https://orcid.org/0000-0003-3440-6175","affiliations":[{"raw_affiliation_string":"Research Group ASCLEPIUS: Smart Technology for Smart Healthcare, Department D\u2019Enginyeria Inform\u00e1tica I Matem\u00e1tiques, Universitat Rovira I Virgili, 43k007, Tarragona, Catalonia, Spain","institution_ids":["https://openalex.org/I55952717"]},{"raw_affiliation_string":"Research Group ASCLEPIUS: Smart Technology for Smart Healthcare, Department D'Enginyeria Inform\u00e1tica I Matem\u00e1tiques, Universitat Rovira I Virgili, 43k007, Tarragona, Catalonia, Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090033395","display_name":"Francesc Serratosa","orcid":"https://orcid.org/0000-0001-6112-5913"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universitat Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Francesc Serratosa","raw_affiliation_strings":["Research Group ASCLEPIUS: Smart Technology for Smart Healthcare, Department D\u2019Enginyeria Inform\u00e1tica I Matem\u00e1tiques, Universitat Rovira I Virgili, 43k007, Tarragona, Catalonia, Spain","Research Group ASCLEPIUS: Smart Technology for Smart Healthcare, Department D'Enginyeria Inform\u00e1tica I Matem\u00e1tiques, Universitat Rovira I Virgili, 43k007, Tarragona, Catalonia, Spain"],"raw_orcid":"https://orcid.org/0000-0001-6112-5913","affiliations":[{"raw_affiliation_string":"Research Group ASCLEPIUS: Smart Technology for Smart Healthcare, Department D\u2019Enginyeria Inform\u00e1tica I Matem\u00e1tiques, Universitat Rovira I Virgili, 43k007, Tarragona, Catalonia, Spain","institution_ids":["https://openalex.org/I55952717"]},{"raw_affiliation_string":"Research Group ASCLEPIUS: Smart Technology for Smart Healthcare, Department D'Enginyeria Inform\u00e1tica I Matem\u00e1tiques, Universitat Rovira I Virgili, 43k007, Tarragona, Catalonia, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5090033395"],"corresponding_institution_ids":["https://openalex.org/I55952717"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4713,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54738806,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"81","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9998999834060669,"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/T11948","display_name":"Machine Learning in Materials Science","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9952999949455261,"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/autoencoder","display_name":"Autoencoder","score":0.8448853492736816},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.696900486946106},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6313077807426453},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.5319132208824158},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.489358127117157},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.48816758394241333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45768749713897705},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4280272126197815},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36751431226730347},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.2712603807449341},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14337849617004395}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8448853492736816},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.696900486946106},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6313077807426453},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.5319132208824158},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.489358127117157},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.48816758394241333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45768749713897705},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4280272126197815},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36751431226730347},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2712603807449341},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14337849617004395},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-42795-4_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-42795-4_8","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":14,"referenced_works":["https://openalex.org/W2023490488","https://openalex.org/W2122538988","https://openalex.org/W2345549417","https://openalex.org/W2586893617","https://openalex.org/W2886084313","https://openalex.org/W2898389621","https://openalex.org/W2907492528","https://openalex.org/W2930082324","https://openalex.org/W3024570138","https://openalex.org/W3198533403","https://openalex.org/W3216602659","https://openalex.org/W4307724846","https://openalex.org/W4313343317","https://openalex.org/W4381050845"],"related_works":["https://openalex.org/W2604454537","https://openalex.org/W2808284704","https://openalex.org/W2897702399","https://openalex.org/W4206028705","https://openalex.org/W2757431232","https://openalex.org/W2954554213","https://openalex.org/W2891286602","https://openalex.org/W2251363251","https://openalex.org/W4206547516","https://openalex.org/W4293236197"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}