{"id":"https://openalex.org/W55768394","doi":"https://doi.org/10.1007/978-0-387-09823-4_34","title":"Mining Multi-label Data","display_name":"Mining Multi-label Data","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W55768394","doi":"https://doi.org/10.1007/978-0-387-09823-4_34","mag":"55768394"},"language":"en","primary_location":{"id":"doi:10.1007/978-0-387-09823-4_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-0-387-09823-4_34","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery Handbook","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/A5026561247","display_name":"Grigorios Tsoumakas","orcid":"https://orcid.org/0000-0002-7879-669X"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Grigorios Tsoumakas","raw_affiliation_strings":["Dept. of Informatics, Aristotle University of Thessaloniki, Thessaloniki, 54124, Greece"],"affiliations":[{"raw_affiliation_string":"Dept. of Informatics, Aristotle University of Thessaloniki, Thessaloniki, 54124, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061323069","display_name":"Ioannis Katakis","orcid":"https://orcid.org/0000-0001-5283-9965"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Katakis","raw_affiliation_strings":["Dept. of Informatics, Aristotle University of Thessaloniki, Thessaloniki, 54124, Greece"],"affiliations":[{"raw_affiliation_string":"Dept. of Informatics, Aristotle University of Thessaloniki, Thessaloniki, 54124, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066340205","display_name":"Ioannis Vlahavas","orcid":"https://orcid.org/0000-0003-3477-8825"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Vlahavas","raw_affiliation_strings":["Dept. of Informatics, Aristotle University of Thessaloniki, Thessaloniki, 54124, Greece"],"affiliations":[{"raw_affiliation_string":"Dept. of Informatics, Aristotle University of Thessaloniki, Thessaloniki, 54124, Greece","institution_ids":["https://openalex.org/I21370196"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026561247"],"corresponding_institution_ids":["https://openalex.org/I21370196"],"apc_list":null,"apc_paid":null,"fwci":49.3787,"has_fulltext":false,"cited_by_count":1396,"citation_normalized_percentile":{"value":0.99932846,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"667","last_page":"685"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","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/T11550","display_name":"Text and Document Classification Technologies","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/T10181","display_name":"Natural Language Processing Techniques","score":0.9847999811172485,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9713000059127808,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/disjoint-sets","display_name":"Disjoint sets","score":0.7729620933532715},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.7165199518203735},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6846005916595459},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.6114893555641174},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5644590854644775},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5497005581855774},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.5333564281463623},{"id":"https://openalex.org/keywords/text-categorization","display_name":"Text categorization","score":0.5254889130592346},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5234783887863159},{"id":"https://openalex.org/keywords/multi-label-classification","display_name":"Multi-label classification","score":0.45580175518989563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33350810408592224},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08453688025474548},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.06143590807914734}],"concepts":[{"id":"https://openalex.org/C45340560","wikidata":"https://www.wikidata.org/wiki/Q215382","display_name":"Disjoint sets","level":2,"score":0.7729620933532715},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.7165199518203735},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6846005916595459},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.6114893555641174},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5644590854644775},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5497005581855774},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5333564281463623},{"id":"https://openalex.org/C2986744138","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Text categorization","level":3,"score":0.5254889130592346},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5234783887863159},{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.45580175518989563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33350810408592224},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08453688025474548},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.06143590807914734},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-0-387-09823-4_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-0-387-09823-4_34","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery Handbook","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.216.8006","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.216.8006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://lpis.csd.auth.gr/publications/tsoumakas-dmkdh.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.324.2716","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.324.2716","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://lkm.fri.uni-lj.si/xaigor/slo/pedagosko/dr-ui/tsoumakas09-dmkdh.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":83,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W41198089","https://openalex.org/W66588809","https://openalex.org/W216283022","https://openalex.org/W307400639","https://openalex.org/W1488440450","https://openalex.org/W1494527657","https://openalex.org/W1507852567","https://openalex.org/W1511053376","https://openalex.org/W1527927437","https://openalex.org/W1554219991","https://openalex.org/W1558128972","https://openalex.org/W1558901573","https://openalex.org/W1584683538","https://openalex.org/W1753402186","https://openalex.org/W1756265184","https://openalex.org/W1781770377","https://openalex.org/W1783333813","https://openalex.org/W1840940655","https://openalex.org/W1870686808","https://openalex.org/W1932717476","https://openalex.org/W1953606363","https://openalex.org/W1956267735","https://openalex.org/W1967542092","https://openalex.org/W1972490990","https://openalex.org/W1974287593","https://openalex.org/W1979974203","https://openalex.org/W1981276685","https://openalex.org/W1998839399","https://openalex.org/W2008031590","https://openalex.org/W2017337590","https://openalex.org/W2052684427","https://openalex.org/W2053463056","https://openalex.org/W2053724458","https://openalex.org/W2059582437","https://openalex.org/W2066340877","https://openalex.org/W2077327951","https://openalex.org/W2079488265","https://openalex.org/W2091961126","https://openalex.org/W2094651715","https://openalex.org/W2097616835","https://openalex.org/W2102705755","https://openalex.org/W2107753812","https://openalex.org/W2114535528","https://openalex.org/W2116120550","https://openalex.org/W2117225622","https://openalex.org/W2118712128","https://openalex.org/W2119466907","https://openalex.org/W2120929742","https://openalex.org/W2121526711","https://openalex.org/W2123157758","https://openalex.org/W2124318524","https://openalex.org/W2124982040","https://openalex.org/W2127082287","https://openalex.org/W2129414564","https://openalex.org/W2135140174","https://openalex.org/W2135533176","https://openalex.org/W2136623223","https://openalex.org/W2137917513","https://openalex.org/W2143854982","https://openalex.org/W2146012283","https://openalex.org/W2146241755","https://openalex.org/W2150102617","https://openalex.org/W2153110463","https://openalex.org/W2153635508","https://openalex.org/W2153677638","https://openalex.org/W2154318594","https://openalex.org/W2155440340","https://openalex.org/W2156935079","https://openalex.org/W2164308541","https://openalex.org/W2164736477","https://openalex.org/W2165766797","https://openalex.org/W2166912588","https://openalex.org/W2243662349","https://openalex.org/W2435251607","https://openalex.org/W2912748147","https://openalex.org/W2913340405","https://openalex.org/W2914746235","https://openalex.org/W2999905431","https://openalex.org/W3120421331","https://openalex.org/W3140910462","https://openalex.org/W4256666897","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2360898036","https://openalex.org/W2390857744","https://openalex.org/W2133651098","https://openalex.org/W2390698788","https://openalex.org/W2035261173","https://openalex.org/W2138922887","https://openalex.org/W2125109223","https://openalex.org/W2383063829","https://openalex.org/W2082678934","https://openalex.org/W2106892947"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":32},{"year":2024,"cited_by_count":39},{"year":2023,"cited_by_count":50},{"year":2022,"cited_by_count":73},{"year":2021,"cited_by_count":92},{"year":2020,"cited_by_count":126},{"year":2019,"cited_by_count":112},{"year":2018,"cited_by_count":108},{"year":2017,"cited_by_count":117},{"year":2016,"cited_by_count":101},{"year":2015,"cited_by_count":111},{"year":2014,"cited_by_count":152},{"year":2013,"cited_by_count":107},{"year":2012,"cited_by_count":85}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}