{"id":"https://openalex.org/W4378876489","doi":"https://doi.org/10.1007/978-3-031-34107-6_7","title":"Explaining the\u00a0Unexplainable: Role of\u00a0XAI for\u00a0Flight Take-Off Time Delay Prediction","display_name":"Explaining the\u00a0Unexplainable: Role of\u00a0XAI for\u00a0Flight Take-Off Time Delay Prediction","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4378876489","doi":"https://doi.org/10.1007/978-3-031-34107-6_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-34107-6_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-34107-6_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-05498092","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060314026","display_name":"Waleed Jmoona","orcid":null},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Waleed Jmoona","raw_affiliation_strings":["School of Innovation, Design and Engineering, M\u00e4lardalen University, 72123, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":"https://orcid.org/0000-0001-8119-7324","affiliations":[{"raw_affiliation_string":"School of Innovation, Design and Engineering, M\u00e4lardalen University, 72123, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007258873","display_name":"Mobyen Uddin Ahmed","orcid":"https://orcid.org/0000-0003-1953-6086"},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mobyen Uddin Ahmed","raw_affiliation_strings":["School of Innovation, Design and Engineering, M\u00e4lardalen University, 72123, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-1953-6086","affiliations":[{"raw_affiliation_string":"School of Innovation, Design and Engineering, M\u00e4lardalen University, 72123, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014229299","display_name":"Mir Riyanul Islam","orcid":"https://orcid.org/0000-0003-0730-4405"},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mir Riyanul Islam","raw_affiliation_strings":["School of Innovation, Design and Engineering, M\u00e4lardalen University, 72123, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Innovation, Design and Engineering, M\u00e4lardalen University, 72123, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]},{"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/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Shaibal Barua","raw_affiliation_strings":["School of Innovation, Design and Engineering, M\u00e4lardalen University, 72123, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-7305-7169","affiliations":[{"raw_affiliation_string":"School of Innovation, Design and Engineering, M\u00e4lardalen University, 72123, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036681394","display_name":"Shahina Begum","orcid":"https://orcid.org/0000-0002-1212-7637"},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Shahina Begum","raw_affiliation_strings":["School of Innovation, Design and Engineering, M\u00e4lardalen University, 72123, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-1212-7637","affiliations":[{"raw_affiliation_string":"School of Innovation, Design and Engineering, M\u00e4lardalen University, 72123, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037563280","display_name":"Ana Ferreira","orcid":"https://orcid.org/0000-0002-9171-6068"},"institutions":[{"id":"https://openalex.org/I4210146930","display_name":"Deep Blue (Italy)","ror":"https://ror.org/03jq05c33","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210146930"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ana Ferreira","raw_affiliation_strings":["Deep Blue, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deep Blue, Rome, Italy","institution_ids":["https://openalex.org/I4210146930"]}]},{"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/I4210146930","display_name":"Deep Blue (Italy)","ror":"https://ror.org/03jq05c33","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210146930"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Cavagnetto","raw_affiliation_strings":["Deep Blue, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deep Blue, Rome, Italy","institution_ids":["https://openalex.org/I4210146930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5060314026"],"corresponding_institution_ids":["https://openalex.org/I82509713"],"apc_list":null,"apc_paid":null,"fwci":3.1214,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.9220309,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"81","last_page":"93"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9986000061035156,"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":0.9986000061035156,"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/T11489","display_name":"Air Traffic Management and Optimization","score":0.9937000274658203,"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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9713000059127808,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7324644327163696},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.673560380935669},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48511064052581787},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.47382888197898865},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4575582444667816},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4349963366985321},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35471415519714355},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07954084873199463}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7324644327163696},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.673560380935669},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48511064052581787},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.47382888197898865},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4575582444667816},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4349963366985321},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35471415519714355},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07954084873199463},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-34107-6_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-34107-6_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-05498092v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-05498092","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"19th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Jun 2023, Le\u00f3n, Spain. pp.81-93, ⟨10.1007/978-3-031-34107-6_7⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05498092v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-05498092","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"19th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Jun 2023, Le\u00f3n, Spain. pp.81-93, ⟨10.1007/978-3-031-34107-6_7⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2282821441","https://openalex.org/W2295598076","https://openalex.org/W2327678559","https://openalex.org/W2923625485","https://openalex.org/W3101195946","https://openalex.org/W3103173522","https://openalex.org/W3103482818","https://openalex.org/W3123062235","https://openalex.org/W3167031513","https://openalex.org/W4210263542","https://openalex.org/W4210361514","https://openalex.org/W6609232642"],"related_works":["https://openalex.org/W4206534706","https://openalex.org/W4229079080","https://openalex.org/W4205364923","https://openalex.org/W3012234327","https://openalex.org/W3006943036","https://openalex.org/W3191046242","https://openalex.org/W4294031299","https://openalex.org/W3119715496","https://openalex.org/W2605281151","https://openalex.org/W4200511449"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}