{"id":"https://openalex.org/W4392905288","doi":"https://doi.org/10.1109/ccnc51664.2024.10454862","title":"Towards an Interpretable AI Framework for Advanced Classification of Unmanned Aerial Vehicles (UAVs)","display_name":"Towards an Interpretable AI Framework for Advanced Classification of Unmanned Aerial Vehicles (UAVs)","publication_year":2024,"publication_date":"2024-01-06","ids":{"openalex":"https://openalex.org/W4392905288","doi":"https://doi.org/10.1109/ccnc51664.2024.10454862"},"language":"en","primary_location":{"id":"doi:10.1109/ccnc51664.2024.10454862","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc51664.2024.10454862","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 21st Consumer Communications &amp; Networking Conference (CCNC)","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/A5078953104","display_name":"Mohammad Rashedul Haque","orcid":"https://orcid.org/0000-0001-5980-3877"},"institutions":[{"id":"https://openalex.org/I75256744","display_name":"Tennessee State University","ror":"https://ror.org/01fpczx89","country_code":"US","type":"education","lineage":["https://openalex.org/I75256744"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ekramul Haque","raw_affiliation_strings":["Tennessee State University,Nashville,TN,USA","Tennessee State University, Nashville, TN, USA"],"affiliations":[{"raw_affiliation_string":"Tennessee State University,Nashville,TN,USA","institution_ids":["https://openalex.org/I75256744"]},{"raw_affiliation_string":"Tennessee State University, Nashville, TN, USA","institution_ids":["https://openalex.org/I75256744"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027084430","display_name":"K. M. Azharul Hasan","orcid":"https://orcid.org/0000-0003-1228-9043"},"institutions":[{"id":"https://openalex.org/I75256744","display_name":"Tennessee State University","ror":"https://ror.org/01fpczx89","country_code":"US","type":"education","lineage":["https://openalex.org/I75256744"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kamrul Hasan","raw_affiliation_strings":["Tennessee State University,Nashville,TN,USA","Tennessee State University, Nashville, TN, USA"],"affiliations":[{"raw_affiliation_string":"Tennessee State University,Nashville,TN,USA","institution_ids":["https://openalex.org/I75256744"]},{"raw_affiliation_string":"Tennessee State University, Nashville, TN, USA","institution_ids":["https://openalex.org/I75256744"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047901063","display_name":"Imtiaz Ahmed","orcid":"https://orcid.org/0000-0001-6465-532X"},"institutions":[{"id":"https://openalex.org/I137853757","display_name":"Howard University","ror":"https://ror.org/05gt1vc06","country_code":"US","type":"education","lineage":["https://openalex.org/I137853757"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Imtiaz Ahmed","raw_affiliation_strings":["Howard University,Washington, DC,USA","Howard University, Washington, DC, USA"],"affiliations":[{"raw_affiliation_string":"Howard University,Washington, DC,USA","institution_ids":["https://openalex.org/I137853757"]},{"raw_affiliation_string":"Howard University, Washington, DC, USA","institution_ids":["https://openalex.org/I137853757"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007191993","display_name":"Md Sahabul Alam","orcid":"https://orcid.org/0000-0002-5810-8108"},"institutions":[{"id":"https://openalex.org/I157638225","display_name":"California State University, Northridge","ror":"https://ror.org/005f5hv41","country_code":"US","type":"education","lineage":["https://openalex.org/I157638225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md. Sahabul Alam","raw_affiliation_strings":["California State University,Northridge,CA,USA","California State University, Northridge, CA, USA"],"affiliations":[{"raw_affiliation_string":"California State University,Northridge,CA,USA","institution_ids":["https://openalex.org/I157638225"]},{"raw_affiliation_string":"California State University, Northridge, CA, USA","institution_ids":["https://openalex.org/I157638225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067278813","display_name":"Tarikul Islam","orcid":"https://orcid.org/0000-0002-1901-239X"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tariqul Islam","raw_affiliation_strings":["Syracuse University,Syracuse,NY,USA","Syracuse University, Syracuse, NY, USA"],"affiliations":[{"raw_affiliation_string":"Syracuse University,Syracuse,NY,USA","institution_ids":["https://openalex.org/I70983195"]},{"raw_affiliation_string":"Syracuse University, Syracuse, NY, USA","institution_ids":["https://openalex.org/I70983195"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5078953104"],"corresponding_institution_ids":["https://openalex.org/I75256744"],"apc_list":null,"apc_paid":null,"fwci":2.0069,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.8770959,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"644","last_page":"645"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9991000294685364,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9991000294685364,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9832000136375427,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9775999784469604,"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/remotely-operated-underwater-vehicle","display_name":"Remotely operated underwater vehicle","score":0.6226473450660706},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6224730014801025},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6043093204498291},{"id":"https://openalex.org/keywords/aeronautics","display_name":"Aeronautics","score":0.43988364934921265},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.33121249079704285},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2980438470840454},{"id":"https://openalex.org/keywords/mobile-robot","display_name":"Mobile robot","score":0.2419784963130951},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.1746114194393158},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1505882740020752}],"concepts":[{"id":"https://openalex.org/C145424490","wikidata":"https://www.wikidata.org/wiki/Q618465","display_name":"Remotely operated underwater vehicle","level":4,"score":0.6226473450660706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6224730014801025},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6043093204498291},{"id":"https://openalex.org/C178802073","wikidata":"https://www.wikidata.org/wiki/Q8421","display_name":"Aeronautics","level":1,"score":0.43988364934921265},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.33121249079704285},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2980438470840454},{"id":"https://openalex.org/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.2419784963130951},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.1746114194393158},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1505882740020752}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccnc51664.2024.10454862","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc51664.2024.10454862","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 21st Consumer Communications &amp; Networking Conference (CCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2282821441","https://openalex.org/W2550347528","https://openalex.org/W2718471533","https://openalex.org/W2962862931","https://openalex.org/W2970731346","https://openalex.org/W3086330015","https://openalex.org/W6758508038"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2071768959","https://openalex.org/W4319442894","https://openalex.org/W2921408402","https://openalex.org/W4312767556","https://openalex.org/W2982615283","https://openalex.org/W2290286193","https://openalex.org/W4312370102"],"abstract_inverted_index":{"With":[0,69],"UAVs":[1],"on":[2],"the":[3,92],"rise,":[4],"accurate":[5],"detection":[6],"and":[7,36,50,65,84,99,108],"identification":[8,16,94],"are":[9],"crucial.":[10],"Traditional":[11],"unmanned":[12],"aerial":[13],"vehicle":[14],"(UAV)":[15],"systems":[17],"involve":[18],"opaque":[19],"decision-making,":[20],"restricting":[21],"their":[22],"usability.":[23],"This":[24,97],"research":[25],"introduces":[26],"an":[27],"RF-based":[28],"Deep":[29],"Learning":[30],"(DL)":[31],"framework":[32],"for":[33,62],"drone":[34,76],"recognition":[35],"identification.":[37],"We":[38],"use":[39],"cutting-edge":[40],"eXplainable":[41],"Artificial":[42],"Intelligence":[43],"(XAI)":[44],"tools,":[45],"SHapley":[46],"Additive":[47],"Explanations":[48],"(SHAP),":[49],"Local":[51],"Interpretable":[52],"Model-agnostic":[53],"Explanations(LIME).":[54],"Our":[55],"deep":[56],"learning":[57],"model":[58,110],"uses":[59],"these":[60],"methods":[61],"accurate,":[63,106],"transparent,":[64,107],"interpretable":[66],"airspace":[67,112],"security.":[68,113],"84.59%":[70],"accuracy,":[71],"our":[72,102],"deep-learning":[73],"algorithms":[74],"detect":[75],"signals":[77],"from":[78],"RF":[79],"noise.":[80],"Most":[81],"crucially,":[82],"SHAP":[83],"LIME":[85],"improve":[86],"UAV":[87],"detection.":[88],"Detailed":[89],"explanations":[90],"show":[91],"model's":[93],"decision-making":[95],"process.":[96],"transparency":[98],"interpretability":[100],"set":[101],"system":[103],"apart.":[104],"The":[105],"user-trustworthy":[109],"improves":[111]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
