{"id":"https://openalex.org/W3096627031","doi":"https://doi.org/10.1007/978-3-030-84060-0_21","title":"MAIRE - A Model-Agnostic Interpretable Rule Extraction Procedure for Explaining Classifiers","display_name":"MAIRE - A Model-Agnostic Interpretable Rule Extraction Procedure for Explaining Classifiers","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3096627031","doi":"https://doi.org/10.1007/978-3-030-84060-0_21","mag":"3096627031"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-84060-0_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-84060-0_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2011.01506","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101590079","display_name":"Rajat Sharma","orcid":"https://orcid.org/0000-0002-8724-1450"},"institutions":[{"id":"https://openalex.org/I119241673","display_name":"Indian Institute of Technology Ropar","ror":"https://ror.org/02qkhhn56","country_code":"IN","type":"education","lineage":["https://openalex.org/I119241673"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajat Sharma","raw_affiliation_strings":["Indian Institute of Technology Ropar, Rupnagar, India","Indian Institute of Technology Ropar, Rupnagar (India)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Ropar, Rupnagar, India","institution_ids":["https://openalex.org/I119241673"]},{"raw_affiliation_string":"Indian Institute of Technology Ropar, Rupnagar (India)","institution_ids":["https://openalex.org/I119241673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103279345","display_name":"N. Hanuman Reddy","orcid":"https://orcid.org/0000-0001-5080-7820"},"institutions":[{"id":"https://openalex.org/I119241673","display_name":"Indian Institute of Technology Ropar","ror":"https://ror.org/02qkhhn56","country_code":"IN","type":"education","lineage":["https://openalex.org/I119241673"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nikhil Reddy","raw_affiliation_strings":["Indian Institute of Technology Ropar, Rupnagar, India","Indian Institute of Technology Ropar, Rupnagar (India)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Ropar, Rupnagar, India","institution_ids":["https://openalex.org/I119241673"]},{"raw_affiliation_string":"Indian Institute of Technology Ropar, Rupnagar (India)","institution_ids":["https://openalex.org/I119241673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033210021","display_name":"Vidhya Kamakshi","orcid":"https://orcid.org/0000-0001-7588-6318"},"institutions":[{"id":"https://openalex.org/I119241673","display_name":"Indian Institute of Technology Ropar","ror":"https://ror.org/02qkhhn56","country_code":"IN","type":"education","lineage":["https://openalex.org/I119241673"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vidhya Kamakshi","raw_affiliation_strings":["Indian Institute of Technology Ropar, Rupnagar, India","Indian Institute of Technology Ropar, Rupnagar (India)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Ropar, Rupnagar, India","institution_ids":["https://openalex.org/I119241673"]},{"raw_affiliation_string":"Indian Institute of Technology Ropar, Rupnagar (India)","institution_ids":["https://openalex.org/I119241673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054278782","display_name":"Narayanan C. Krishnan","orcid":"https://orcid.org/0000-0002-6132-0310"},"institutions":[{"id":"https://openalex.org/I119241673","display_name":"Indian Institute of Technology Ropar","ror":"https://ror.org/02qkhhn56","country_code":"IN","type":"education","lineage":["https://openalex.org/I119241673"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Narayanan C. Krishnan","raw_affiliation_strings":["Indian Institute of Technology Ropar, Rupnagar, India","Indian Institute of Technology Ropar, Rupnagar (India)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Ropar, Rupnagar, India","institution_ids":["https://openalex.org/I119241673"]},{"raw_affiliation_string":"Indian Institute of Technology Ropar, Rupnagar (India)","institution_ids":["https://openalex.org/I119241673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035614957","display_name":"Shweta Jain","orcid":"https://orcid.org/0000-0002-4075-0442"},"institutions":[{"id":"https://openalex.org/I119241673","display_name":"Indian Institute of Technology Ropar","ror":"https://ror.org/02qkhhn56","country_code":"IN","type":"education","lineage":["https://openalex.org/I119241673"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shweta Jain","raw_affiliation_strings":["Indian Institute of Technology Ropar, Rupnagar, India","Indian Institute of Technology Ropar, Rupnagar (India)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Ropar, Rupnagar, India","institution_ids":["https://openalex.org/I119241673"]},{"raw_affiliation_string":"Indian Institute of Technology Ropar, Rupnagar (India)","institution_ids":["https://openalex.org/I119241673"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I119241673"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.3683,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.51470662,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"329","last_page":"349"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9922999739646912,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9860000014305115,"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/cuboid","display_name":"Cuboid","score":0.8699266910552979},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7525409460067749},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7417218685150146},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6346375346183777},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6229963898658752},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49222031235694885},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.42668992280960083},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.414798378944397},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40827953815460205},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40311405062675476},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3845676779747009},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34154775738716125},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3154173493385315},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.08299404382705688}],"concepts":[{"id":"https://openalex.org/C203527163","wikidata":"https://www.wikidata.org/wiki/Q262959","display_name":"Cuboid","level":2,"score":0.8699266910552979},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7525409460067749},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7417218685150146},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6346375346183777},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6229963898658752},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49222031235694885},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.42668992280960083},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.414798378944397},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40827953815460205},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40311405062675476},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3845676779747009},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34154775738716125},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3154173493385315},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.08299404382705688},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-030-84060-0_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-84060-0_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:2011.01506","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2011.01506","pdf_url":"https://arxiv.org/pdf/2011.01506","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-05576336v1","is_oa":true,"landing_page_url":"https://ifip.hal.science/hal-05576336","pdf_url":"https://ifip.hal.science/hal-05576336/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"5th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2021, Virtual, Austria. pp.329-349, &#x27E8;10.1007/978-3-030-84060-0_21&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"mag:3096627031","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2011.01506.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2011.01506","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2011.01506","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2011.01506","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2011.01506","pdf_url":"https://arxiv.org/pdf/2011.01506","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.800000011920929,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1541384941","https://openalex.org/W1686810756","https://openalex.org/W1787224781","https://openalex.org/W2123045220","https://openalex.org/W2282821441","https://openalex.org/W2295107390","https://openalex.org/W2367397349","https://openalex.org/W2605172997","https://openalex.org/W2605409611","https://openalex.org/W2764024122","https://openalex.org/W2765793020","https://openalex.org/W2765813195","https://openalex.org/W2788199784","https://openalex.org/W2788403449","https://openalex.org/W2951342081","https://openalex.org/W2954471638","https://openalex.org/W2959587146","https://openalex.org/W2962714378","https://openalex.org/W2962858109","https://openalex.org/W2962862931","https://openalex.org/W2964121744","https://openalex.org/W2964180856","https://openalex.org/W2971048680","https://openalex.org/W2978880690","https://openalex.org/W2994120362","https://openalex.org/W2996367332","https://openalex.org/W3010219363","https://openalex.org/W3015214599","https://openalex.org/W3029534136","https://openalex.org/W6600213211"],"related_works":["https://openalex.org/W3196296115","https://openalex.org/W2955782190","https://openalex.org/W2762409054","https://openalex.org/W98477689","https://openalex.org/W2889855722","https://openalex.org/W2805054782","https://openalex.org/W2943554161","https://openalex.org/W2807851731","https://openalex.org/W2583419234","https://openalex.org/W3165086995","https://openalex.org/W2293361676","https://openalex.org/W2983304726","https://openalex.org/W3097068942","https://openalex.org/W1822033682","https://openalex.org/W2954750610","https://openalex.org/W1964910722","https://openalex.org/W2400700552","https://openalex.org/W2296595605","https://openalex.org/W2103292002","https://openalex.org/W2184777435"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
