{"id":"https://openalex.org/W2892868256","doi":"https://doi.org/10.1007/978-3-030-00374-6_12","title":"Adapting Hierarchical Multiclass Classification to Changes in the Target Concept","display_name":"Adapting Hierarchical Multiclass Classification to Changes in the Target Concept","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2892868256","doi":"https://doi.org/10.1007/978-3-030-00374-6_12","mag":"2892868256"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-00374-6_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00374-6_12","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":"book-chapter","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/A5002716282","display_name":"Daniel Silva-Palacios","orcid":"https://orcid.org/0000-0002-7240-590X"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Daniel Silva-Palacios","raw_affiliation_strings":["DSIC, Universitat Polit\u00e8cnica de Val\u00e8ncia, Cam\u00ed de Vera s/n, 46022, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"DSIC, Universitat Polit\u00e8cnica de Val\u00e8ncia, Cam\u00ed de Vera s/n, 46022, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050804466","display_name":"C\u00e8sar Ferri","orcid":"https://orcid.org/0000-0002-8975-1120"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Cesar Ferri","raw_affiliation_strings":["DSIC, Universitat Polit\u00e8cnica de Val\u00e8ncia, Cam\u00ed de Vera s/n, 46022, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"DSIC, Universitat Polit\u00e8cnica de Val\u00e8ncia, Cam\u00ed de Vera s/n, 46022, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006862671","display_name":"Mar\u00efa Jos\u00e9 Ram\u00edrez-Quintana","orcid":"https://orcid.org/0000-0002-0559-3568"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. Jose Ramirez-Quintana","raw_affiliation_strings":["DSIC, Universitat Polit\u00e8cnica de Val\u00e8ncia, Cam\u00ed de Vera s/n, 46022, Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"DSIC, Universitat Polit\u00e8cnica de Val\u00e8ncia, Cam\u00ed de Vera s/n, 46022, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5002716282"],"corresponding_institution_ids":["https://openalex.org/I60053951"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.544,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.7008509,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"118","last_page":"127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9925000071525574,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9925000071525574,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9912999868392944,"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":0.9886000156402588,"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/computer-science","display_name":"Computer science","score":0.8783463835716248},{"id":"https://openalex.org/keywords/modularity","display_name":"Modularity (biology)","score":0.7080288529396057},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6549472808837891},{"id":"https://openalex.org/keywords/retraining","display_name":"Retraining","score":0.6526309251785278},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6365183591842651},{"id":"https://openalex.org/keywords/scratch","display_name":"Scratch","score":0.5953335762023926},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5825902819633484},{"id":"https://openalex.org/keywords/multiclass-classification","display_name":"Multiclass classification","score":0.4601583480834961},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.2200622856616974}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8783463835716248},{"id":"https://openalex.org/C2779478453","wikidata":"https://www.wikidata.org/wiki/Q6889748","display_name":"Modularity (biology)","level":2,"score":0.7080288529396057},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6549472808837891},{"id":"https://openalex.org/C2778712577","wikidata":"https://www.wikidata.org/wiki/Q3505966","display_name":"Retraining","level":2,"score":0.6526309251785278},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6365183591842651},{"id":"https://openalex.org/C2781235140","wikidata":"https://www.wikidata.org/wiki/Q275131","display_name":"Scratch","level":2,"score":0.5953335762023926},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5825902819633484},{"id":"https://openalex.org/C123860398","wikidata":"https://www.wikidata.org/wiki/Q6934605","display_name":"Multiclass classification","level":3,"score":0.4601583480834961},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2200622856616974},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C155202549","wikidata":"https://www.wikidata.org/wiki/Q178803","display_name":"International trade","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-00374-6_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00374-6_12","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W55606816","https://openalex.org/W1032927584","https://openalex.org/W1529046154","https://openalex.org/W1539298593","https://openalex.org/W1593532658","https://openalex.org/W1907380269","https://openalex.org/W2018459374","https://openalex.org/W2028138594","https://openalex.org/W2063816676","https://openalex.org/W2108807072","https://openalex.org/W2119880843","https://openalex.org/W2135319001","https://openalex.org/W2139047213","https://openalex.org/W2161208102","https://openalex.org/W2162651021","https://openalex.org/W2168931314","https://openalex.org/W2169284845","https://openalex.org/W2182722412","https://openalex.org/W2291006719","https://openalex.org/W2538262060","https://openalex.org/W2792769555","https://openalex.org/W2963183879"],"related_works":["https://openalex.org/W2475116013","https://openalex.org/W2770018148","https://openalex.org/W2358308169","https://openalex.org/W2385135707","https://openalex.org/W2140315382","https://openalex.org/W2059109728","https://openalex.org/W322691623","https://openalex.org/W2494989134","https://openalex.org/W2509444723","https://openalex.org/W2004958254"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}