{"id":"https://openalex.org/W4225411489","doi":"https://doi.org/10.1109/radioelektronika54537.2022.9764913","title":"Comparative study of machine learning technics for mobile ad hoc networks","display_name":"Comparative study of machine learning technics for mobile ad hoc networks","publication_year":2022,"publication_date":"2022-04-21","ids":{"openalex":"https://openalex.org/W4225411489","doi":"https://doi.org/10.1109/radioelektronika54537.2022.9764913"},"language":"en","primary_location":{"id":"doi:10.1109/radioelektronika54537.2022.9764913","is_oa":false,"landing_page_url":"https://doi.org/10.1109/radioelektronika54537.2022.9764913","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 32nd International Conference Radioelektronika (RADIOELEKTRONIKA)","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/A5053753633","display_name":"Natalia Kurkina","orcid":null},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Natalia Kurkina","raw_affiliation_strings":["FEI Technical University of Kosice,Dept. of Electronics and Multimedia Communications,Slovak Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FEI Technical University of Kosice,Dept. of Electronics and Multimedia Communications,Slovak Republic","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072972836","display_name":"J\u00e1n Papaj","orcid":"https://orcid.org/0000-0002-5428-4008"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Jan Papaj","raw_affiliation_strings":["FEI Technical University of Kosice,Dept. of Electronics and Multimedia Communications,Slovak Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FEI Technical University of Kosice,Dept. of Electronics and Multimedia Communications,Slovak Republic","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037338977","display_name":"Anton \u010ci\u017em\u00e1r","orcid":"https://orcid.org/0000-0002-4252-0640"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Anton Cizmar","raw_affiliation_strings":["FEI Technical University of Kosice,Dept. of Electronics and Multimedia Communications,Slovak Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FEI Technical University of Kosice,Dept. of Electronics and Multimedia Communications,Slovak Republic","institution_ids":["https://openalex.org/I183764125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I183764125"],"apc_list":null,"apc_paid":null,"fwci":0.0923,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.38506054,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"8","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.806340217590332},{"id":"https://openalex.org/keywords/link-state-routing-protocol","display_name":"Link-state routing protocol","score":0.705101490020752},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.6427796483039856},{"id":"https://openalex.org/keywords/wireless-routing-protocol","display_name":"Wireless Routing Protocol","score":0.6071917414665222},{"id":"https://openalex.org/keywords/optimized-link-state-routing-protocol","display_name":"Optimized Link State Routing Protocol","score":0.5756415724754333},{"id":"https://openalex.org/keywords/mobile-ad-hoc-network","display_name":"Mobile ad hoc network","score":0.5593575239181519},{"id":"https://openalex.org/keywords/dynamic-source-routing","display_name":"Dynamic Source Routing","score":0.5498391389846802},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5252957940101624},{"id":"https://openalex.org/keywords/destination-sequenced-distance-vector-routing","display_name":"Destination-Sequenced Distance Vector routing","score":0.5074953436851501},{"id":"https://openalex.org/keywords/interior-gateway-protocol","display_name":"Interior gateway protocol","score":0.5039533972740173},{"id":"https://openalex.org/keywords/policy-based-routing","display_name":"Policy-based routing","score":0.49455615878105164},{"id":"https://openalex.org/keywords/adaptive-quality-of-service-multi-hop-routing","display_name":"Adaptive quality of service multi-hop routing","score":0.4846287667751312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4786052405834198},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4772377014160156},{"id":"https://openalex.org/keywords/zone-routing-protocol","display_name":"Zone Routing Protocol","score":0.44959771633148193},{"id":"https://openalex.org/keywords/static-routing","display_name":"Static routing","score":0.4327833652496338},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42310604453086853},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.4159095287322998}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.806340217590332},{"id":"https://openalex.org/C89305328","wikidata":"https://www.wikidata.org/wiki/Q1755411","display_name":"Link-state routing protocol","level":4,"score":0.705101490020752},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.6427796483039856},{"id":"https://openalex.org/C47318570","wikidata":"https://www.wikidata.org/wiki/Q8026863","display_name":"Wireless Routing Protocol","level":4,"score":0.6071917414665222},{"id":"https://openalex.org/C204739117","wikidata":"https://www.wikidata.org/wiki/Q1368373","display_name":"Optimized Link State Routing Protocol","level":4,"score":0.5756415724754333},{"id":"https://openalex.org/C91280400","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Mobile ad hoc network","level":3,"score":0.5593575239181519},{"id":"https://openalex.org/C9659607","wikidata":"https://www.wikidata.org/wiki/Q1268903","display_name":"Dynamic Source Routing","level":4,"score":0.5498391389846802},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5252957940101624},{"id":"https://openalex.org/C29436982","wikidata":"https://www.wikidata.org/wiki/Q3700557","display_name":"Destination-Sequenced Distance Vector routing","level":5,"score":0.5074953436851501},{"id":"https://openalex.org/C52837422","wikidata":"https://www.wikidata.org/wiki/Q431028","display_name":"Interior gateway protocol","level":5,"score":0.5039533972740173},{"id":"https://openalex.org/C196423136","wikidata":"https://www.wikidata.org/wiki/Q7209671","display_name":"Policy-based routing","level":5,"score":0.49455615878105164},{"id":"https://openalex.org/C32244324","wikidata":"https://www.wikidata.org/wiki/Q4680755","display_name":"Adaptive quality of service multi-hop routing","level":5,"score":0.4846287667751312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4786052405834198},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4772377014160156},{"id":"https://openalex.org/C189884158","wikidata":"https://www.wikidata.org/wiki/Q8073926","display_name":"Zone Routing Protocol","level":5,"score":0.44959771633148193},{"id":"https://openalex.org/C204948658","wikidata":"https://www.wikidata.org/wiki/Q1119410","display_name":"Static routing","level":4,"score":0.4327833652496338},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42310604453086853},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.4159095287322998},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/radioelektronika54537.2022.9764913","is_oa":false,"landing_page_url":"https://doi.org/10.1109/radioelektronika54537.2022.9764913","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 32nd International Conference Radioelektronika (RADIOELEKTRONIKA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2508466296","https://openalex.org/W2911445246","https://openalex.org/W2943879620","https://openalex.org/W2962883549","https://openalex.org/W2995098893","https://openalex.org/W3025023469","https://openalex.org/W3127978539","https://openalex.org/W3159310960","https://openalex.org/W3172709400","https://openalex.org/W3184377144","https://openalex.org/W3194140050","https://openalex.org/W3194535035","https://openalex.org/W3196583462","https://openalex.org/W3196992751","https://openalex.org/W3202972433","https://openalex.org/W3210452718","https://openalex.org/W4235120320","https://openalex.org/W4242282329","https://openalex.org/W4243367342","https://openalex.org/W4247319040","https://openalex.org/W4254781292","https://openalex.org/W6800414531","https://openalex.org/W6836507129"],"related_works":["https://openalex.org/W1970153319","https://openalex.org/W196202365","https://openalex.org/W1623857905","https://openalex.org/W4220786991","https://openalex.org/W176242540","https://openalex.org/W2565016321","https://openalex.org/W2907204644","https://openalex.org/W2039886729","https://openalex.org/W2013786704","https://openalex.org/W2537937422"],"abstract_inverted_index":{"The":[0,74,94],"routing":[1,18,68,90,101,141],"optimization":[2,139],"in":[3,10,32,34,47,51,61,89,132,143],"MANET":[4,11,62],"is":[5,63,79],"a":[6,118],"topical":[7],"issue.":[8],"Nodes":[9],"are":[12,104,128],"mobile,":[13],"and":[14,85,116],"therefore":[15],"the":[16,28,38,55,64,112],"optimal":[17],"protocol":[19],"should":[20],"first":[21],"of":[22,30,54,57,66,76,100,121,140],"all":[23],"be":[24],"able":[25],"to":[26,80],"update":[27],"list":[29],"routes":[31],"use":[33],"real":[35],"time.":[36],"In":[37],"last":[39],"decade,":[40],"machine":[41,59,82,107,124],"learning":[42,60,83,108,125],"has":[43],"become":[44],"increasingly":[45],"popular":[46,122],"solving":[48],"various":[49,133],"challenges":[50],"MANET.":[52,144],"One":[53],"areas":[56],"using":[58],"improving":[65],"existing":[67],"protocols":[69,91,102],"or":[70],"developing":[71],"new":[72],"ones.":[73],"purpose":[75],"this":[77],"work":[78],"study":[81],"techniques":[84],"their":[86],"application":[87],"possibilities":[88],"for":[92,130,138],"MANETs.":[93],"paper":[95],"also":[96],"discusses":[97],"several":[98],"examples":[99],"that":[103,127],"based":[105],"on":[106],"methods":[109,126],"developed":[110],"over":[111],"past":[113],"2":[114],"years":[115],"provides":[117],"comparative":[119],"analysis":[120],"supervised":[123],"used":[129],"classification":[131,137],"fields,":[134],"including":[135],"node":[136],"processes":[142]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
