{"id":"https://openalex.org/W4401273287","doi":"https://doi.org/10.32604/cmc.2024.052893","title":"Resilience Augmentation in Unmanned Weapon Systems via Multi-Layer Attention Graph Convolutional Neural Networks","display_name":"Resilience Augmentation in Unmanned Weapon Systems via Multi-Layer Attention Graph Convolutional Neural Networks","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401273287","doi":"https://doi.org/10.32604/cmc.2024.052893"},"language":"en","primary_location":{"id":"doi:10.32604/cmc.2024.052893","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2024.052893","pdf_url":"https://file.techscience.com/files/cmc/2024/TSP_CMC-80-2/TSP_CMC_52893/TSP_CMC_52893.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://file.techscience.com/files/cmc/2024/TSP_CMC-80-2/TSP_CMC_52893/TSP_CMC_52893.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062884954","display_name":"Kexin Wang","orcid":"https://orcid.org/0000-0002-6005-1585"},"institutions":[{"id":"https://openalex.org/I4210132539","display_name":"Northwest Institute of Mechanical and Electrical Engineering","ror":"https://ror.org/03pz37k82","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210132539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kexin Wang","raw_affiliation_strings":["Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China","institution_ids":["https://openalex.org/I4210132539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027104916","display_name":"Yingdong Gou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132539","display_name":"Northwest Institute of Mechanical and Electrical Engineering","ror":"https://ror.org/03pz37k82","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210132539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingdong Gou","raw_affiliation_strings":["Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China","institution_ids":["https://openalex.org/I4210132539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113318539","display_name":"Dingrui Xue","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132539","display_name":"Northwest Institute of Mechanical and Electrical Engineering","ror":"https://ror.org/03pz37k82","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210132539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dingrui Xue","raw_affiliation_strings":["Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China","institution_ids":["https://openalex.org/I4210132539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100739283","display_name":"Jiancheng Liu","orcid":"https://orcid.org/0000-0001-8327-3378"},"institutions":[{"id":"https://openalex.org/I4210132539","display_name":"Northwest Institute of Mechanical and Electrical Engineering","ror":"https://ror.org/03pz37k82","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210132539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiancheng Liu","raw_affiliation_strings":["Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China","institution_ids":["https://openalex.org/I4210132539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108964686","display_name":"Wanlong Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132539","display_name":"Northwest Institute of Mechanical and Electrical Engineering","ror":"https://ror.org/03pz37k82","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210132539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanlong Qi","raw_affiliation_strings":["Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China","institution_ids":["https://openalex.org/I4210132539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067530733","display_name":"Gang Hou","orcid":"https://orcid.org/0009-0009-0102-9140"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gang Hou","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5111930131","display_name":"Bo Li","orcid":"https://orcid.org/0009-0008-0846-2871"},"institutions":[{"id":"https://openalex.org/I4210132539","display_name":"Northwest Institute of Mechanical and Electrical Engineering","ror":"https://ror.org/03pz37k82","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210132539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Li","raw_affiliation_strings":["Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwest Institute of Mechanical and Electrical Engineering, Xianyang, 712099, China","institution_ids":["https://openalex.org/I4210132539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2993,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87008363,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"80","issue":"2","first_page":"2941","last_page":"2962"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"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/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.983299970626831,"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/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.968999981880188,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7936975955963135},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.5446465015411377},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5191751718521118},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4685707092285156},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.45091137290000916},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4399750232696533},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.4184655249118805},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3981063663959503},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2919597029685974},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0973844826221466}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7936975955963135},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.5446465015411377},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5191751718521118},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4685707092285156},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.45091137290000916},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4399750232696533},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.4184655249118805},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3981063663959503},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2919597029685974},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0973844826221466},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32604/cmc.2024.052893","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2024.052893","pdf_url":"https://file.techscience.com/files/cmc/2024/TSP_CMC-80-2/TSP_CMC_52893/TSP_CMC_52893.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32604/cmc.2024.052893","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2024.052893","pdf_url":"https://file.techscience.com/files/cmc/2024/TSP_CMC-80-2/TSP_CMC_52893/TSP_CMC_52893.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4401273287.pdf"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W2011303397","https://openalex.org/W2145339207","https://openalex.org/W2476055003","https://openalex.org/W2540862365","https://openalex.org/W2736601468","https://openalex.org/W2901504064","https://openalex.org/W2915061372","https://openalex.org/W2916309503","https://openalex.org/W2969261624","https://openalex.org/W2985033889","https://openalex.org/W3042162544","https://openalex.org/W3087930957","https://openalex.org/W3100091977","https://openalex.org/W3119533075","https://openalex.org/W3126444502","https://openalex.org/W3166837970","https://openalex.org/W3172408309","https://openalex.org/W3175201333","https://openalex.org/W3196463536","https://openalex.org/W3199008342","https://openalex.org/W3211275259","https://openalex.org/W4206238992","https://openalex.org/W4210408722","https://openalex.org/W4210539565","https://openalex.org/W4214805648","https://openalex.org/W4220710024","https://openalex.org/W4220725457","https://openalex.org/W4220846665","https://openalex.org/W4280542870","https://openalex.org/W4293732304","https://openalex.org/W4296177018","https://openalex.org/W4297372971","https://openalex.org/W4309880406","https://openalex.org/W4322766484","https://openalex.org/W4327627012","https://openalex.org/W4376605135","https://openalex.org/W4378550097","https://openalex.org/W4386319127","https://openalex.org/W4387807356","https://openalex.org/W4390055508","https://openalex.org/W4392432813","https://openalex.org/W6809389839","https://openalex.org/W7007985644"],"related_works":["https://openalex.org/W2357124094","https://openalex.org/W2387399993","https://openalex.org/W2389739210","https://openalex.org/W2348924972","https://openalex.org/W2365736347","https://openalex.org/W2047454415","https://openalex.org/W2070040999","https://openalex.org/W2387293848","https://openalex.org/W2250140200","https://openalex.org/W3121791438"],"abstract_inverted_index":{"The":[0],"collective":[1],"Unmanned":[2],"Weapon":[3],"System-of-Systems":[4],"(UWSOS)":[5],"network":[6,26,34,52],"represents":[7],"a":[8,16,122,128],"fundamental":[9],"element":[10],"in":[11,149],"modern":[12],"warfare,":[13],"characterized":[14],"by":[15,112],"diverse":[17],"array":[18],"of":[19,94],"unmanned":[20],"combat":[21],"platforms":[22],"interconnected":[23],"through":[24],"heterogeneous":[25],"architectures.":[27],"Despite":[28],"its":[29,44],"strategic":[30],"importance,":[31],"the":[32,61,73,81,92,134],"UWSOS":[33],"is":[35],"highly":[36],"susceptible":[37],"to":[38,50,90,155],"hostile":[39],"infiltrations,":[40],"which":[41],"significantly":[42],"impede":[43],"battlefield":[45],"recovery":[46],"capabilities.":[47],"Existing":[48],"methods":[49],"enhance":[51],"resilience":[53,150],"predominantly":[54],"focus":[55],"on":[56],"basic":[57],"graph":[58],"relationships,":[59],"neglecting":[60],"crucial":[62],"higher-order":[63],"dependencies":[64],"among":[65],"nodes":[66,105],"necessary":[67],"for":[68,100],"capturing":[69],"multi-hop":[70],"meta-paths":[71],"within":[72,133],"UWSOS.":[74,95],"To":[75],"address":[76],"these":[77],"limitations,":[78],"we":[79],"propose":[80],"Enhanced-Resilience":[82],"Multi-Layer":[83],"Attention":[84],"Graph":[85,135],"Convolutional":[86,136],"Network":[87,137],"(E-MAGCN),":[88],"designed":[89],"augment":[91],"adaptability":[93],"Our":[96],"approach":[97],"employs":[98],"BERT":[99],"extracting":[101],"semantic":[102,129],"insights":[103],"from":[104,153],"and":[106,116,127],"edges,":[107],"thereby":[108],"refining":[109],"feature":[110],"representations":[111],"leveraging":[113],"various":[114],"node":[115,130],"edge":[117],"categories.":[118],"Additionally,":[119],"E-MAGCN":[120],"integrates":[121],"regularization-based":[123],"multi-layer":[124],"attention":[125],"mechanism":[126],"fusion":[131],"algorithm":[132],"(GCN)":[138],"framework.":[139],"Through":[140],"extensive":[141],"simulation":[142],"experiments,":[143],"our":[144],"model":[145],"demonstrates":[146],"an":[147],"enhancement":[148],"performance":[151],"ranging":[152],"1.2%":[154],"7%":[156],"over":[157],"existing":[158],"algorithms.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
