{"id":"https://openalex.org/W4389409332","doi":"https://doi.org/10.1007/s00521-023-09275-5","title":"Multi-view graph representation learning for hyperspectral image classification with spectral\u2013spatial graph neural networks","display_name":"Multi-view graph representation learning for hyperspectral image classification with spectral\u2013spatial graph neural networks","publication_year":2023,"publication_date":"2023-12-07","ids":{"openalex":"https://openalex.org/W4389409332","doi":"https://doi.org/10.1007/s00521-023-09275-5"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-023-09275-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-023-09275-5","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5084022253","display_name":"Refka Hanachi","orcid":"https://orcid.org/0000-0001-8244-3574"},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Refka Hanachi","raw_affiliation_strings":["RIADI Laboratory, ENSI, University of Manouba, 2010, Manouba, Tunis, Tunisia","RIADI - Laboratoire de recherche en G\u00e9nie Logiciel, Applications distribu\u00e9es, Syst\u00e8mes d\u00e9cisionnels et Imagerie intelligente [Manouba] (\u00c9cole Nationale des Sciences de l'Informatique (ENSI), Campus Universitaire de la Manouba, 2010 Manouba, Tunisia - Tunisia)"],"raw_orcid":"https://orcid.org/0000-0001-8244-3574","affiliations":[{"raw_affiliation_string":"RIADI Laboratory, ENSI, University of Manouba, 2010, Manouba, Tunis, Tunisia","institution_ids":["https://openalex.org/I83259278"]},{"raw_affiliation_string":"RIADI - Laboratoire de recherche en G\u00e9nie Logiciel, Applications distribu\u00e9es, Syst\u00e8mes d\u00e9cisionnels et Imagerie intelligente [Manouba] (\u00c9cole Nationale des Sciences de l'Informatique (ENSI), Campus Universitaire de la Manouba, 2010 Manouba, Tunisia - Tunisia)","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034933711","display_name":"Akrem Sellami","orcid":"https://orcid.org/0000-0003-1534-1687"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210115519","display_name":"Centre de Recherche en Informatique","ror":"https://ror.org/020cdve92","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210115519","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I4387153239","display_name":"Centre de Recherche en Informatique, Signal et Automatique de Lille","ror":"https://ror.org/05vrs3189","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2279609970","https://openalex.org/I4387153239","https://openalex.org/I7454413"]},{"id":"https://openalex.org/I7454413","display_name":"\u00c9cole Centrale de Lille","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Akrem Sellami","raw_affiliation_strings":["Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, 59000, Lille, France","CRIStAL - Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (Universit\u00e9 de Lille - Campus scientifique - B\u00e2timent ESPRIT - Avenue Henri Poincar\u00e9 - 59655 Villeneuve d\u2019Ascq - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, 59000, Lille, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2279609970","https://openalex.org/I4387153239","https://openalex.org/I7454413"]},{"raw_affiliation_string":"CRIStAL - Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 (Universit\u00e9 de Lille - Campus scientifique - B\u00e2timent ESPRIT - Avenue Henri Poincar\u00e9 - 59655 Villeneuve d\u2019Ascq - France)","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I4210115519","https://openalex.org/I4387153239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053542801","display_name":"Imed Riadh Farah","orcid":"https://orcid.org/0000-0001-9114-5659"},"institutions":[{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]},{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["FR","TN"],"is_corresponding":false,"raw_author_name":"Imed Riadh Farah","raw_affiliation_strings":["ITI Department, IMT Atlantique, 655 Avenue du Technop\u00f4le, 29280, Plouzan\u00e9, Paris, France","RIADI Laboratory, ENSI, University of Manouba, 2010, Manouba, Tunis, Tunisia","RIADI - Laboratoire de recherche en G\u00e9nie Logiciel, Applications distribu\u00e9es, Syst\u00e8mes d\u00e9cisionnels et Imagerie intelligente [Manouba] (\u00c9cole Nationale des Sciences de l'Informatique (ENSI), Campus Universitaire de la Manouba, 2010 Manouba, Tunisia - Tunisia)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITI Department, IMT Atlantique, 655 Avenue du Technop\u00f4le, 29280, Plouzan\u00e9, Paris, France","institution_ids":["https://openalex.org/I4210127572"]},{"raw_affiliation_string":"RIADI Laboratory, ENSI, University of Manouba, 2010, Manouba, Tunis, Tunisia","institution_ids":["https://openalex.org/I83259278"]},{"raw_affiliation_string":"RIADI - Laboratoire de recherche en G\u00e9nie Logiciel, Applications distribu\u00e9es, Syst\u00e8mes d\u00e9cisionnels et Imagerie intelligente [Manouba] (\u00c9cole Nationale des Sciences de l'Informatique (ENSI), Campus Universitaire de la Manouba, 2010 Manouba, Tunisia - Tunisia)","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050760333","display_name":"Mauro Dalla Mura","orcid":"https://orcid.org/0000-0002-9656-9087"},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I185839726","display_name":"Institut Universitaire de France","ror":"https://ror.org/055khg266","country_code":"FR","type":"education","lineage":["https://openalex.org/I185839726"]},{"id":"https://openalex.org/I4210124956","display_name":"GIPSA-Lab","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mauro Dalla Mura","raw_affiliation_strings":["Institut Universitaire de France (IUF), 75231, Paris, France","Univ. Grenoble Alpes, CNRS, Grenoble INP (Institute of Engineering Univ. Grenoble Alpes), GIPSA-lab, 38000, Grenoble, France","GIPSA-SIGMAPHY - GIPSA - Signal Images Physique (GIPSA-lab, 11 rue des Math\u00e9matiques, Grenoble Campus BP46, F-38402 SAINT MARTIN D'HERES CEDEX - France)","IUF - Institut universitaire de France (Maison des Universit\u00e9s 103 Boulevard Saint-Michel 75005 Paris - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Universitaire de France (IUF), 75231, Paris, France","institution_ids":["https://openalex.org/I185839726"]},{"raw_affiliation_string":"Univ. Grenoble Alpes, CNRS, Grenoble INP (Institute of Engineering Univ. Grenoble Alpes), GIPSA-lab, 38000, Grenoble, France","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006"]},{"raw_affiliation_string":"GIPSA-SIGMAPHY - GIPSA - Signal Images Physique (GIPSA-lab, 11 rue des Math\u00e9matiques, Grenoble Campus BP46, F-38402 SAINT MARTIN D'HERES CEDEX - France)","institution_ids":["https://openalex.org/I4210124956"]},{"raw_affiliation_string":"IUF - Institut universitaire de France (Maison des Universit\u00e9s 103 Boulevard Saint-Michel 75005 Paris - France)","institution_ids":["https://openalex.org/I185839726"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5084022253"],"corresponding_institution_ids":["https://openalex.org/I83259278"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":2.5875,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.90650509,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"36","issue":"7","first_page":"3737","last_page":"3759"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9298999905586243,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9230999946594238,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.7849692702293396},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7063744068145752},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6718102097511292},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6655963063240051},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6552972197532654},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6474593877792358},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6386719942092896},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.6366865038871765},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.5039629340171814},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.43456605076789856},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.3617958128452301},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3316207528114319},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.11024165153503418}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.7849692702293396},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7063744068145752},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6718102097511292},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6655963063240051},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6552972197532654},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6474593877792358},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6386719942092896},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.6366865038871765},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.5039629340171814},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.43456605076789856},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3617958128452301},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3316207528114319},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.11024165153503418}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00521-023-09275-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-023-09275-5","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04346576v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04346576","pdf_url":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neural Computing and Applications, 2024, 36 (March), pp.3737-3759. &#x27E8;10.1007/s00521-023-09275-5&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1966580635","https://openalex.org/W1990895816","https://openalex.org/W2090424610","https://openalex.org/W2113041230","https://openalex.org/W2127199143","https://openalex.org/W2159070926","https://openalex.org/W2179290474","https://openalex.org/W2264629467","https://openalex.org/W2547846938","https://openalex.org/W2560523472","https://openalex.org/W2738901395","https://openalex.org/W2746403246","https://openalex.org/W2768309288","https://openalex.org/W2770643958","https://openalex.org/W2789495768","https://openalex.org/W2790128178","https://openalex.org/W2884965832","https://openalex.org/W2892621946","https://openalex.org/W2916817275","https://openalex.org/W2928182459","https://openalex.org/W2966187434","https://openalex.org/W2971690561","https://openalex.org/W2980587909","https://openalex.org/W2980998357","https://openalex.org/W2991494819","https://openalex.org/W3021583265","https://openalex.org/W3024007459","https://openalex.org/W3028306149","https://openalex.org/W3047443805","https://openalex.org/W3082700671","https://openalex.org/W3103695279","https://openalex.org/W3115520846","https://openalex.org/W3134057914","https://openalex.org/W3135770503","https://openalex.org/W3145049705","https://openalex.org/W3163460434","https://openalex.org/W3169426236","https://openalex.org/W3170936119","https://openalex.org/W3184219885","https://openalex.org/W4206600702","https://openalex.org/W4226043457","https://openalex.org/W4283833803","https://openalex.org/W4307125956","https://openalex.org/W4313379344","https://openalex.org/W4362472226","https://openalex.org/W4377101066"],"related_works":["https://openalex.org/W2810330923","https://openalex.org/W4289763776","https://openalex.org/W3040691452","https://openalex.org/W2983142544","https://openalex.org/W2891059443","https://openalex.org/W4281663961","https://openalex.org/W3208888551","https://openalex.org/W4313561566","https://openalex.org/W3208386644","https://openalex.org/W4220682630"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":9}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
