{"id":"https://openalex.org/W4411121073","doi":"https://doi.org/10.1007/978-3-031-94139-9_16","title":"Fusion of\u00a0GNN and\u00a0GBDT Models for\u00a0Graph and\u00a0Node Classification","display_name":"Fusion of\u00a0GNN and\u00a0GBDT Models for\u00a0Graph and\u00a0Node Classification","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411121073","doi":"https://doi.org/10.1007/978-3-031-94139-9_16"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-94139-9_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-94139-9_16","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":true,"oa_status":"green","oa_url":"https://hal.science/hal-05111226v1/file/Fusion%20of%20GNN%20and%20GBDT%20Models%20%28Published%20Work%29.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101915447","display_name":"Muhammad Farhan","orcid":"https://orcid.org/0000-0003-4034-9680"},"institutions":[{"id":"https://openalex.org/I174731842","display_name":"Islamia University of Bahawalpur","ror":"https://ror.org/002rc4w13","country_code":"PK","type":"education","lineage":["https://openalex.org/I174731842"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Farhan","raw_affiliation_strings":["Department of Software Engineering, Faculty of Computing, The Islamia University of Bahawalpur, Bahawalpur, Pakistan","IUB - The Islamia University of Bahawalpur (University Chowk, Gulshan Colony, \r\nBahawalpur, Punjab 63100, \r\nPakistan - Pakistan)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Faculty of Computing, The Islamia University of Bahawalpur, Bahawalpur, Pakistan","institution_ids":["https://openalex.org/I174731842"]},{"raw_affiliation_string":"IUB - The Islamia University of Bahawalpur (University Chowk, Gulshan Colony, \r\nBahawalpur, Punjab 63100, \r\nPakistan - Pakistan)","institution_ids":["https://openalex.org/I174731842"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028303544","display_name":"Nadeem Iqbal Kajla","orcid":"https://orcid.org/0000-0001-8722-7790"},"institutions":[{"id":"https://openalex.org/I174731842","display_name":"Islamia University of Bahawalpur","ror":"https://ror.org/002rc4w13","country_code":"PK","type":"education","lineage":["https://openalex.org/I174731842"]},{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]},{"id":"https://openalex.org/I4210096473","display_name":"Muhammad Nawaz Shareef University of Agriculture","ror":"https://ror.org/00vmr6593","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210096473"]}],"countries":["IE","PK"],"is_corresponding":true,"raw_author_name":"Nadeem Iqbal Kajla","raw_affiliation_strings":["Institute of Computing, MNS University of Agriculture, Multan, Pakistan","School of Computer Science, University of Galway, Galway, Ireland","IUB - The Islamia University of Bahawalpur (University Chowk, Gulshan Colony, \r\nBahawalpur, Punjab 63100, \r\nPakistan - Pakistan)"],"raw_orcid":"https://orcid.org/0000-0001-8722-7790","affiliations":[{"raw_affiliation_string":"Institute of Computing, MNS University of Agriculture, Multan, Pakistan","institution_ids":["https://openalex.org/I4210096473"]},{"raw_affiliation_string":"School of Computer Science, University of Galway, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]},{"raw_affiliation_string":"IUB - The Islamia University of Bahawalpur (University Chowk, Gulshan Colony, \r\nBahawalpur, Punjab 63100, \r\nPakistan - Pakistan)","institution_ids":["https://openalex.org/I174731842"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012765605","display_name":"Malik Daler Ali Awan","orcid":"https://orcid.org/0000-0003-1211-8797"},"institutions":[{"id":"https://openalex.org/I174731842","display_name":"Islamia University of Bahawalpur","ror":"https://ror.org/002rc4w13","country_code":"PK","type":"education","lineage":["https://openalex.org/I174731842"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Malik Daler Ali Awan","raw_affiliation_strings":["Department of Software Engineering, Faculty of Computing, The Islamia University of Bahawalpur, Bahawalpur, Pakistan","IUB - The Islamia University of Bahawalpur (University Chowk, Gulshan Colony, \r\nBahawalpur, Punjab 63100, \r\nPakistan - Pakistan)"],"raw_orcid":"https://orcid.org/0000-0003-1211-8797","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Faculty of Computing, The Islamia University of Bahawalpur, Bahawalpur, Pakistan","institution_ids":["https://openalex.org/I174731842"]},{"raw_affiliation_string":"IUB - The Islamia University of Bahawalpur (University Chowk, Gulshan Colony, \r\nBahawalpur, Punjab 63100, \r\nPakistan - Pakistan)","institution_ids":["https://openalex.org/I174731842"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063992777","display_name":"Micka\u00ebl Coustaty","orcid":"https://orcid.org/0000-0002-0123-439X"},"institutions":[{"id":"https://openalex.org/I4403928318","display_name":"Laboratoire Informatique, Image et Interaction (L3i)","ror":"https://ror.org/03r7r0k94","country_code":null,"type":"facility","lineage":["https://openalex.org/I4403928318","https://openalex.org/I78744979"]},{"id":"https://openalex.org/I78744979","display_name":"La Rochelle Universit\u00e9","ror":"https://ror.org/04mv1z119","country_code":"FR","type":"education","lineage":["https://openalex.org/I78744979"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Micka\u00ebl Coustaty","raw_affiliation_strings":["L3i, La Rochelle University, La Rochelle, France","L3I - Laboratoire Informatique, Image et Interaction - EA 2118 (B\u00e2timent Pascal Avenue Michel Cr\u00e9peau F-17042 La Rochelle Cedex 1 - France)"],"raw_orcid":"https://orcid.org/0000-0002-0123-439X","affiliations":[{"raw_affiliation_string":"L3i, La Rochelle University, La Rochelle, France","institution_ids":["https://openalex.org/I78744979"]},{"raw_affiliation_string":"L3I - Laboratoire Informatique, Image et Interaction - EA 2118 (B\u00e2timent Pascal Avenue Michel Cr\u00e9peau F-17042 La Rochelle Cedex 1 - France)","institution_ids":["https://openalex.org/I4403928318","https://openalex.org/I78744979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015093671","display_name":"Muhammad Muzzamil Luqman","orcid":"https://orcid.org/0000-0002-9658-0833"},"institutions":[{"id":"https://openalex.org/I4403928318","display_name":"Laboratoire Informatique, Image et Interaction (L3i)","ror":"https://ror.org/03r7r0k94","country_code":null,"type":"facility","lineage":["https://openalex.org/I4403928318","https://openalex.org/I78744979"]},{"id":"https://openalex.org/I78744979","display_name":"La Rochelle Universit\u00e9","ror":"https://ror.org/04mv1z119","country_code":"FR","type":"education","lineage":["https://openalex.org/I78744979"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Muhammad Muzzamil Luqman","raw_affiliation_strings":["L3i, La Rochelle University, La Rochelle, France","L3I - Laboratoire Informatique, Image et Interaction - EA 2118 (B\u00e2timent Pascal Avenue Michel Cr\u00e9peau F-17042 La Rochelle Cedex 1 - France)"],"raw_orcid":"https://orcid.org/0000-0002-9658-0833","affiliations":[{"raw_affiliation_string":"L3i, La Rochelle University, La Rochelle, France","institution_ids":["https://openalex.org/I78744979"]},{"raw_affiliation_string":"L3I - Laboratoire Informatique, Image et Interaction - EA 2118 (B\u00e2timent Pascal Avenue Michel Cr\u00e9peau F-17042 La Rochelle Cedex 1 - France)","institution_ids":["https://openalex.org/I4403928318","https://openalex.org/I78744979"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086210853","display_name":"Souhail Bakkali","orcid":"https://orcid.org/0000-0001-9383-3842"},"institutions":[{"id":"https://openalex.org/I4403928318","display_name":"Laboratoire Informatique, Image et Interaction (L3i)","ror":"https://ror.org/03r7r0k94","country_code":null,"type":"facility","lineage":["https://openalex.org/I4403928318","https://openalex.org/I78744979"]},{"id":"https://openalex.org/I78744979","display_name":"La Rochelle Universit\u00e9","ror":"https://ror.org/04mv1z119","country_code":"FR","type":"education","lineage":["https://openalex.org/I78744979"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Souhail Bakkali","raw_affiliation_strings":["L3i, La Rochelle University, La Rochelle, France","L3I - Laboratoire Informatique, Image et Interaction - EA 2118 (B\u00e2timent Pascal Avenue Michel Cr\u00e9peau F-17042 La Rochelle Cedex 1 - France)"],"raw_orcid":"https://orcid.org/0000-0001-9383-3842","affiliations":[{"raw_affiliation_string":"L3i, La Rochelle University, La Rochelle, France","institution_ids":["https://openalex.org/I78744979"]},{"raw_affiliation_string":"L3I - Laboratoire Informatique, Image et Interaction - EA 2118 (B\u00e2timent Pascal Avenue Michel Cr\u00e9peau F-17042 La Rochelle Cedex 1 - France)","institution_ids":["https://openalex.org/I4403928318","https://openalex.org/I78744979"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5028303544"],"corresponding_institution_ids":["https://openalex.org/I174731842","https://openalex.org/I188760350","https://openalex.org/I4210096473"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"167","last_page":"178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9955000281333923,"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":0.819953203201294},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5051341652870178},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4872569143772125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4712173044681549},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4340158998966217},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3221510052680969},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.22502636909484863},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05337211489677429},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.050095826387405396}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.819953203201294},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5051341652870178},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4872569143772125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4712173044681549},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4340158998966217},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3221510052680969},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.22502636909484863},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05337211489677429},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.050095826387405396},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-94139-9_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-94139-9_16","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"},{"id":"pmh:oai:HAL:hal-05111226v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05111226","pdf_url":"https://hal.science/hal-05111226v1/file/Fusion%20of%20GNN%20and%20GBDT%20Models%20%28Published%20Work%29.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"14th IAPR-TC15 Workshop on Graph-based Representations in Pattern Recognition, Jun 2025, Caen, France. pp.167-178, ⟨10.1007/978-3-031-94139-9_16⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05111226v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05111226","pdf_url":"https://hal.science/hal-05111226v1/file/Fusion%20of%20GNN%20and%20GBDT%20Models%20%28Published%20Work%29.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"14th IAPR-TC15 Workshop on Graph-based Representations in Pattern Recognition, Jun 2025, Caen, France. pp.167-178, ⟨10.1007/978-3-031-94139-9_16⟩","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321874","display_name":"Minist\u00e8re de l'Europe et des Affaires \u00c9trang\u00e8res","ror":"https://ror.org/00dfd1509"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411121073.pdf","grobid_xml":"https://content.openalex.org/works/W4411121073.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W174941419","https://openalex.org/W569478347","https://openalex.org/W1492230849","https://openalex.org/W1988790447","https://openalex.org/W2244992438","https://openalex.org/W2295598076","https://openalex.org/W2604314403","https://openalex.org/W3016099278","https://openalex.org/W3021975806","https://openalex.org/W3035664258","https://openalex.org/W3097152903","https://openalex.org/W3184300732","https://openalex.org/W4205948809","https://openalex.org/W4212883601","https://openalex.org/W4310895557","https://openalex.org/W4372260321","https://openalex.org/W4385284566","https://openalex.org/W4391592449","https://openalex.org/W4391893776","https://openalex.org/W4403487845","https://openalex.org/W4404067137","https://openalex.org/W4404102267","https://openalex.org/W6602157016"],"related_works":["https://openalex.org/W2099421762","https://openalex.org/W2530546662","https://openalex.org/W2967030268","https://openalex.org/W2185253430","https://openalex.org/W4210345652","https://openalex.org/W1984333081","https://openalex.org/W2945063165","https://openalex.org/W3188962172","https://openalex.org/W2205042400","https://openalex.org/W3204019825"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}