{"id":"https://openalex.org/W4312350905","doi":"https://doi.org/10.1109/igarss46834.2022.9884248","title":"Chaotic Cuckoos Optimization with Graph Convolution Network for Hyperspectral Data Classification","display_name":"Chaotic Cuckoos Optimization with Graph Convolution Network for Hyperspectral Data Classification","publication_year":2022,"publication_date":"2022-07-17","ids":{"openalex":"https://openalex.org/W4312350905","doi":"https://doi.org/10.1109/igarss46834.2022.9884248"},"language":"en","primary_location":{"id":"doi:10.1109/igarss46834.2022.9884248","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9884248","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-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/A5036640626","display_name":"Jiangyi Chen","orcid":"https://orcid.org/0000-0002-8383-5577"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangyi Chen","raw_affiliation_strings":["College of Geometics, Xi&#x0027;an University of Science and Technology,Xi&#x0027;an,China,710054"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geometics, Xi&#x0027;an University of Science and Technology,Xi&#x0027;an,China,710054","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087502613","display_name":"Yuanchao Su","orcid":"https://orcid.org/0000-0002-4776-0862"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanchao Su","raw_affiliation_strings":["College of Geometics, Xi&#x0027;an University of Science and Technology,Xi&#x0027;an,China,710054"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geometics, Xi&#x0027;an University of Science and Technology,Xi&#x0027;an,China,710054","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023324327","display_name":"Mengying Jiang","orcid":"https://orcid.org/0000-0001-6650-1818"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengying Jiang","raw_affiliation_strings":["Xi&#x0027;an Jiaotong University,School of Electronics and Information Engineering,Xi&#x0027;an,China,710049"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi&#x0027;an Jiaotong University,School of Electronics and Information Engineering,Xi&#x0027;an,China,710049","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102149852","display_name":"Chaoli Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoli Zhao","raw_affiliation_strings":["College of Geometics, Xi&#x0027;an University of Science and Technology,Xi&#x0027;an,China,710054"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geometics, Xi&#x0027;an University of Science and Technology,Xi&#x0027;an,China,710054","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106405889","display_name":"Sun Bin","orcid":"https://orcid.org/0009-0003-5292-0458"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Sun","raw_affiliation_strings":["College of Geometics, Xi&#x0027;an University of Science and Technology,Xi&#x0027;an,China,710054"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geometics, Xi&#x0027;an University of Science and Technology,Xi&#x0027;an,China,710054","institution_ids":["https://openalex.org/I110440473"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100339773","display_name":"Pengfei Li","orcid":"https://orcid.org/0000-0003-1173-5654"},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Li","raw_affiliation_strings":["College of Geometics, Xi&#x0027;an University of Science and Technology,Xi&#x0027;an,China,710054"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geometics, Xi&#x0027;an University of Science and Technology,Xi&#x0027;an,China,710054","institution_ids":["https://openalex.org/I110440473"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2364,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48746518,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"38","issue":null,"first_page":"1724","last_page":"1727"},"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/T13890","display_name":"Remote Sensing and Land Use","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9132000207901001,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.9011004567146301},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6841937303543091},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6607546806335449},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.6392976641654968},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5224396586418152},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5160641074180603},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4990096092224121},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.4877672791481018},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.1988449990749359},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.13217753171920776}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.9011004567146301},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6841937303543091},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6607546806335449},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.6392976641654968},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5224396586418152},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5160641074180603},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4990096092224121},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.4877672791481018},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.1988449990749359},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.13217753171920776},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss46834.2022.9884248","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9884248","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1976744965","https://openalex.org/W2010059576","https://openalex.org/W2087263574","https://openalex.org/W2550081814","https://openalex.org/W2892621946","https://openalex.org/W2902746003","https://openalex.org/W2907147407","https://openalex.org/W2920405132","https://openalex.org/W2942454403","https://openalex.org/W2987422477","https://openalex.org/W2991494819","https://openalex.org/W3028306149","https://openalex.org/W3034492151","https://openalex.org/W3047443805","https://openalex.org/W3103695279","https://openalex.org/W3110749113","https://openalex.org/W6779961489","https://openalex.org/W7051818308"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2070598848","https://openalex.org/W2044184146","https://openalex.org/W4313014865","https://openalex.org/W2019190440","https://openalex.org/W2343470940"],"abstract_inverted_index":{"This":[0],"work":[1],"proposes":[2],"a":[3],"new":[4],"hyperspectral":[5,60],"image":[6],"classification":[7,57],"method":[8],"based":[9],"on":[10],"chaotic":[11],"cuckoos":[12],"(CC)":[13],"search":[14],"with":[15],"graph":[16,44],"convolution":[17],"network":[18],"(CC-GCN).":[19],"Although":[20],"GCNs":[21],"can":[22,41],"extract":[23],"inherent":[24],"features":[25],"by":[26],"node":[27],"embeddings,":[28],"most":[29],"models":[30],"neglect":[31],"fragmented":[32],"relations":[33],"in":[34],"the":[35,43,48,56,66,69],"spectral":[36,52],"domain.":[37],"The":[38,62],"proposed":[39,70],"CC-GCN":[40],"refine":[42],"structure":[45],"and":[46],"reduce":[47],"redundancy":[49],"information":[50],"of":[51,59,68],"dimension,":[53],"further":[54],"improving":[55],"accuracy":[58],"images.":[61],"experiment":[63],"results":[64],"demonstrate":[65],"effectiveness":[67],"CC-GCN.":[71]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
