{"id":"https://openalex.org/W7150864498","doi":"https://doi.org/10.1145/3795496.3795708","title":"Bias-Aware Generative XAI for Sustainable Air Traffic Control: A Methodological Framework with Predictive Telemetry","display_name":"Bias-Aware Generative XAI for Sustainable Air Traffic Control: A Methodological Framework with Predictive Telemetry","publication_year":2026,"publication_date":"2026-02-02","ids":{"openalex":"https://openalex.org/W7150864498","doi":"https://doi.org/10.1145/3795496.3795708"},"language":null,"primary_location":{"id":"doi:10.1145/3795496.3795708","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3795496.3795708","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 10th International Conference on Artificial Intelligence, Automation and Control Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3795496.3795708","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Mobyen Uddin Ahmed","orcid":"https://orcid.org/0000-0003-1953-6086"},"institutions":[{"id":"https://openalex.org/I4210127129","display_name":"M\u00e4lardalen University","ror":null,"country_code":"SE","type":null,"lineage":["https://openalex.org/I4210127129"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mobyen Uddin Ahmed","raw_affiliation_strings":["Malardalen University, Computer Science and Engineering (IDD), Vasteras, Vastmanland, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-1953-6086","affiliations":[{"raw_affiliation_string":"Malardalen University, Computer Science and Engineering (IDD), Vasteras, Vastmanland, Sweden","institution_ids":["https://openalex.org/I4210127129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058678073","display_name":"Christophe Hurter","orcid":"https://orcid.org/0000-0003-4318-6717"},"institutions":[{"id":"https://openalex.org/I100296615","display_name":"\u00c9cole Nationale de l\u2019Aviation Civile","ror":"https://ror.org/022zdgq74","country_code":"FR","type":"education","lineage":["https://openalex.org/I100296615"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christophe Hurter","raw_affiliation_strings":["ENAC, Ecole Nationale de l'Aviation Civile, Toulouse1, Occitania, France"],"raw_orcid":"https://orcid.org/0000-0003-4318-6717","affiliations":[{"raw_affiliation_string":"ENAC, Ecole Nationale de l'Aviation Civile, Toulouse1, Occitania, France","institution_ids":["https://openalex.org/I100296615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082647026","display_name":"Shaibal Barua","orcid":"https://orcid.org/0000-0002-7305-7169"},"institutions":[{"id":"https://openalex.org/I4210127129","display_name":"M\u00e4lardalen University","ror":null,"country_code":"SE","type":null,"lineage":["https://openalex.org/I4210127129"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Shaibal Barua","raw_affiliation_strings":["Malardalen University, Computer Science and Engineering (IDD), Vasteras, Vastmanland, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-7305-7169","affiliations":[{"raw_affiliation_string":"Malardalen University, Computer Science and Engineering (IDD), Vasteras, Vastmanland, Sweden","institution_ids":["https://openalex.org/I4210127129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019630559","display_name":"Shahina Begum","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127129","display_name":"M\u00e4lardalen University","ror":null,"country_code":"SE","type":null,"lineage":["https://openalex.org/I4210127129"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Shahina Begum","raw_affiliation_strings":["Malardalen University, Computer Science and Engineering (IDD), Vasteras, Vastmanland, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-1212-7637","affiliations":[{"raw_affiliation_string":"Malardalen University, Computer Science and Engineering (IDD), Vasteras, Vastmanland, Sweden","institution_ids":["https://openalex.org/I4210127129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031762682","display_name":"Pietro Aric\u00f2","orcid":null},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pietro Arico","raw_affiliation_strings":["Sapienza University, Rome, Lazio, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3831-6620","affiliations":[{"raw_affiliation_string":"Sapienza University, Rome, Lazio, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101463355","display_name":"Daniele Baranzini","orcid":"https://orcid.org/0000-0003-4267-3513"},"institutions":[{"id":"https://openalex.org/I2802578832","display_name":"Deutsches Historisches Institut Rom","ror":"https://ror.org/00ewnj302","country_code":"IT","type":"government","lineage":["https://openalex.org/I2802578832","https://openalex.org/I4210114638"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Daniele Baranzini","raw_affiliation_strings":["Haikai Srl, Haikai AI systems, Rome, Lazio, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4267-3513","affiliations":[{"raw_affiliation_string":"Haikai Srl, Haikai AI systems, Rome, Lazio, Italy","institution_ids":["https://openalex.org/I2802578832"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035091504","display_name":"Nicola Cavagnetto","orcid":"https://orcid.org/0000-0001-5930-1885"},"institutions":[{"id":"https://openalex.org/I2800313864","display_name":"Astronomical Observatory of Rome","ror":"https://ror.org/02hnp4676","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2800313864","https://openalex.org/I875825670"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Cavagnetto","raw_affiliation_strings":["Deepblue Srl, Human Factor, Rome, Lazio, Italy"],"raw_orcid":"https://orcid.org/0000-0001-5930-1885","affiliations":[{"raw_affiliation_string":"Deepblue Srl, Human Factor, Rome, Lazio, Italy","institution_ids":["https://openalex.org/I2800313864"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.72517806,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11489","display_name":"Air Traffic Management and Optimization","score":0.6531999707221985,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11489","display_name":"Air Traffic Management and Optimization","score":0.6531999707221985,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.11129999905824661,"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":0.07270000129938126,"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/air-traffic-control","display_name":"Air traffic control","score":0.7705000042915344},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5813000202178955},{"id":"https://openalex.org/keywords/air-traffic-management","display_name":"Air traffic management","score":0.5544000267982483},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.5034000277519226},{"id":"https://openalex.org/keywords/telemetry","display_name":"Telemetry","score":0.4043999910354614},{"id":"https://openalex.org/keywords/cognitive-reframing","display_name":"Cognitive reframing","score":0.3855000138282776},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.37049999833106995},{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation awareness","score":0.36649999022483826}],"concepts":[{"id":"https://openalex.org/C166961238","wikidata":"https://www.wikidata.org/wiki/Q221395","display_name":"Air traffic control","level":2,"score":0.7705000042915344},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5813000202178955},{"id":"https://openalex.org/C2776777543","wikidata":"https://www.wikidata.org/wiki/Q1361182","display_name":"Air traffic management","level":3,"score":0.5544000267982483},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.5034000277519226},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4812000095844269},{"id":"https://openalex.org/C183121708","wikidata":"https://www.wikidata.org/wiki/Q209867","display_name":"Telemetry","level":2,"score":0.4043999910354614},{"id":"https://openalex.org/C187029079","wikidata":"https://www.wikidata.org/wiki/Q958679","display_name":"Cognitive reframing","level":2,"score":0.3855000138282776},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.37049999833106995},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.36649999022483826},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.3564000129699707},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3418000042438507},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3156000077724457},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3142000138759613},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.30410000681877136},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3003999888896942},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.2847000062465668},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.28119999170303345},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.27230000495910645},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2696000039577484},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.2599000036716461},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2565999925136566},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.2502000033855438}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3795496.3795708","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3795496.3795708","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 10th International Conference on Artificial Intelligence, Automation and Control Technologies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3795496.3795708","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3795496.3795708","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 10th International Conference on Artificial Intelligence, Automation and Control Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2962858109","https://openalex.org/W4210361514","https://openalex.org/W4362610850","https://openalex.org/W4391302239"],"related_works":[],"abstract_inverted_index":{"Artificial":[0],"Intelligence":[1],"(AI)":[2],"is":[3,19,42],"reshaping":[4],"decision-making":[5],"across":[6],"industries,":[7],"but":[8],"in":[9,70,172],"life-critical":[10],"domains":[11],"like":[12],"Air":[13,88,173],"Traffic":[14,89,174],"Control":[15],"(ATC),":[16],"performance":[17,171],"alone":[18],"not":[20],"enough\u2014AI":[21],"must":[22],"also":[23],"be":[24],"transparent,":[25],"accountable,":[26],"and":[27,83,101,111,123,141,169],"human-centered.":[28],"At":[29],"the":[30,92,115],"same":[31],"time,":[32],"ecological":[33,170],"sustainability":[34,149],"(e.g.,":[35],"fuel":[36],"efficiency,":[37],"emissions":[38],"reduction,":[39],"noise":[40],"abatement)":[41],"becoming":[43],"a":[44,63,151,158],"key":[45,130],"operational":[46,124],"priority.":[47],"Yet":[48],"under":[49],"high":[50],"workload":[51],"or":[52],"time":[53],"pressure,":[54],"these":[55],"goals":[56],"are":[57],"often":[58],"deprioritized.":[59],"This":[60],"paper":[61],"introduces":[62],"novel":[64],"framework":[65,116,127],"for":[66,87],"bias-aware":[67,107,163],"human\u2013AI":[68,152],"teaming":[69],"ATC,":[71],"integrating":[72],"Generative":[73],"Explainable":[74],"AI":[75,145,164],"(genXAI),":[76],"Predictive":[77],"Telemetry":[78],"(PT),":[79],"multimodal":[80],"machine":[81],"learning,":[82],"mechanistic":[84],"interpretability.":[85],"Designed":[86],"Controllers":[90],"(ATCOs),":[91],"system":[93],"anticipates":[94],"future":[95],"traffic":[96],"states,":[97],"detects":[98],"bias-prone":[99],"conditions,":[100],"delivers":[102],"adaptive,":[103],"context-sensitive":[104],"explanations.":[105],"Through":[106],"interfaces,":[108],"serious-game":[109],"training,":[110],"neuroadaptive":[112],"feedback":[113],"loops,":[114],"aligns":[117],"decision":[118],"support":[119],"with":[120],"cognitive":[121,134],"state":[122],"complexity.":[125],"The":[126],"targets":[128],"three":[129],"objectives:":[131],"(1)":[132],"mitigating":[133],"biases,":[135],"(2)":[136],"improving":[137],"ground":[138],"routing":[139],"decisions,":[140],"(3)":[142],"validating":[143],"anticipatory":[144],"models.":[146],"By":[147],"reframing":[148],"as":[150],"collaboration":[153],"challenge,":[154],"this":[155],"work":[156],"advances":[157],"new":[159],"class":[160],"of":[161],"trustworthy,":[162],"that":[165],"enhances":[166],"both":[167],"safety":[168],"Management":[175],"(ATM).":[176]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-04-07T00:00:00"}
