{"id":"https://openalex.org/W4396852838","doi":"https://doi.org/10.1145/3647444.3647912","title":"Exploring Explainable AI: Current Trends, Challenges, Techniques and its Applications","display_name":"Exploring Explainable AI: Current Trends, Challenges, Techniques and its Applications","publication_year":2023,"publication_date":"2023-11-23","ids":{"openalex":"https://openalex.org/W4396852838","doi":"https://doi.org/10.1145/3647444.3647912"},"language":"en","primary_location":{"id":"doi:10.1145/3647444.3647912","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3647444.3647912","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Information Management & Machine Intelligence","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/A5010390737","display_name":"Sulakshana Malwade","orcid":"https://orcid.org/0000-0002-4733-269X"},"institutions":[{"id":"https://openalex.org/I4210088227","display_name":"MIT World Peace University","ror":"https://ror.org/004ymxd45","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210088227"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sulakshana Sagar Malwade","raw_affiliation_strings":["Department of Polytechnic, Dr.Vishwanath Karad MIT World Peace University, India"],"affiliations":[{"raw_affiliation_string":"Department of Polytechnic, Dr.Vishwanath Karad MIT World Peace University, India","institution_ids":["https://openalex.org/I4210088227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5097927806","display_name":"Shilpa Jeevan Budhavale","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088227","display_name":"MIT World Peace University","ror":"https://ror.org/004ymxd45","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210088227"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shilpa Jeevan Budhavale","raw_affiliation_strings":["Department of Polytechnic, Dr.Vishwanath Karad MIT World Peace University, India"],"affiliations":[{"raw_affiliation_string":"Department of Polytechnic, Dr.Vishwanath Karad MIT World Peace University, India","institution_ids":["https://openalex.org/I4210088227"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5010390737"],"corresponding_institution_ids":["https://openalex.org/I4210088227"],"apc_list":null,"apc_paid":null,"fwci":0.174,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61465973,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9994000196456909,"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":0.9994000196456909,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9527999758720398,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9455000162124634,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/current","display_name":"Current (fluid)","score":0.7250995635986328},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6373773813247681},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.46141111850738525},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15344569087028503},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.117034912109375}],"concepts":[{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.7250995635986328},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6373773813247681},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46141111850738525},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15344569087028503},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.117034912109375}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3647444.3647912","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3647444.3647912","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Information Management & Machine Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2186956392","https://openalex.org/W2282821441","https://openalex.org/W2594475271","https://openalex.org/W2618851150","https://openalex.org/W2753415590","https://openalex.org/W2788403449","https://openalex.org/W2798435682","https://openalex.org/W2809925683","https://openalex.org/W2923497435","https://openalex.org/W2962790223","https://openalex.org/W2963095307","https://openalex.org/W2994898777","https://openalex.org/W3020975691","https://openalex.org/W3090395639","https://openalex.org/W3093029790","https://openalex.org/W3098949126","https://openalex.org/W3110686510","https://openalex.org/W3121386455","https://openalex.org/W3138819813","https://openalex.org/W4200315587","https://openalex.org/W4210304670","https://openalex.org/W4210361514","https://openalex.org/W4226506690","https://openalex.org/W4280651558","https://openalex.org/W4297091060","https://openalex.org/W4298135002","https://openalex.org/W4308292292","https://openalex.org/W4310148203","https://openalex.org/W4312090823","https://openalex.org/W4383341734","https://openalex.org/W6748883668","https://openalex.org/W6755444864"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Explainable":[0],"Artificial":[1],"Intelligence":[2],"(XAI)":[3],"is":[4,137],"an":[5],"emerging":[6],"field":[7],"of":[8,30,72,88,121,129,143],"research":[9,80,145],"that":[10,152],"aims":[11],"to":[12,38,150],"create":[13],"transparent":[14],"and":[15,33,47,56,82,97,99,108,117,125,146,158],"interpretable":[16],"AI":[17,153],"models.":[18],"The":[19],"recent":[20],"years":[21],"have":[22,66],"seen":[23],"a":[24],"significant":[25],"increase":[26],"in":[27,41,58,106,148],"the":[28,53,89,112,119,126,141],"development":[29,147],"XAI":[31,91,131,149],"methods":[32],"techniques,":[34],"which":[35],"has":[36,84],"led":[37],"numerous":[39],"applications":[40],"various":[42,70],"domains,":[43],"including":[44,74,111],"healthcare,":[45],"finance,":[46],"autonomous":[48],"vehicles.":[49],"In":[50],"this":[51],"paper,":[52],"current":[54,79],"trends":[55,81],"challenges":[57,105],"XAI,":[59,73,110],"as":[60,62,94],"well":[61],"its":[63,75],"potential":[64],"benefits":[65],"been":[67],"reviewed.":[68],"Also":[69],"aspects":[71],"definition,":[76],"importance,":[77],"challenges,":[78],"importance":[83,142],"presented":[85],"here.":[86],"Some":[87],"popular":[90],"methods,":[92],"such":[93],"LIME,":[95],"SHAP,":[96],"Grad-CAM,":[98],"their":[100],"limitations":[101],"was":[102],"highlighted.":[103],"Moreover,":[104],"designing":[107],"implementing":[109],"trade-off":[113],"between":[114],"model":[115],"accuracy":[116],"interpretability,":[118],"lack":[120],"standard":[122],"evaluation":[123],"metrics,":[124],"scalability":[127],"issues":[128],"some":[130],"techniques":[132],"are":[133,155],"addressed.":[134],"Finally,":[135],"conclusion":[136],"made":[138],"by":[139],"emphasizing":[140],"continued":[144],"ensure":[151],"systems":[154],"transparent,":[156],"understandable,":[157],"trustworthy.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}