{"id":"https://openalex.org/W4388877283","doi":"https://doi.org/10.5220/0012195100003595","title":"Semi-Supervised Fuzzy C-Means for Regression","display_name":"Semi-Supervised Fuzzy C-Means for Regression","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4388877283","doi":"https://doi.org/10.5220/0012195100003595"},"language":"en","primary_location":{"id":"doi:10.5220/0012195100003595","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012195100003595","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.5220/0012195100003595","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038778858","display_name":"Gabriella Casalino","orcid":"https://orcid.org/0000-0003-0713-2260"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Gabriella Casalino","raw_affiliation_strings":["Dept. of Computer Science, University of Bari Aldo Moro, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, University of Bari Aldo Moro, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050227787","display_name":"Giovanna Castellano","orcid":"https://orcid.org/0000-0002-6489-8628"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanna Castellano","raw_affiliation_strings":["Dept. of Computer Science, University of Bari Aldo Moro, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, University of Bari Aldo Moro, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059641282","display_name":"Corrado Mencar","orcid":"https://orcid.org/0000-0001-8712-023X"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Corrado Mencar","raw_affiliation_strings":["Dept. of Computer Science, University of Bari Aldo Moro, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, University of Bari Aldo Moro, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I5561750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038778858"],"corresponding_institution_ids":["https://openalex.org/I5561750"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15181246,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"369","last_page":"375"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9351000189781189,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9351000189781189,"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.916700005531311,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6017453074455261},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5239053964614868},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5081994533538818},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4893204867839813},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.43304163217544556},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38421154022216797},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34772419929504395},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34533077478408813},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2829960584640503},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26785045862197876}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6017453074455261},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5239053964614868},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5081994533538818},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4893204867839813},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.43304163217544556},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38421154022216797},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34772419929504395},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34533077478408813},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2829960584640503},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26785045862197876}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0012195100003595","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012195100003595","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:ricerca.uniba.it:11586/453202","is_oa":false,"landing_page_url":"https://hdl.handle.net/11586/453202","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.5220/0012195100003595","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012195100003595","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.6499999761581421,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W31220157","https://openalex.org/W2312753042","https://openalex.org/W4289356671","https://openalex.org/W2389155397","https://openalex.org/W2165884543","https://openalex.org/W3186837933","https://openalex.org/W2368989808","https://openalex.org/W2034959125","https://openalex.org/W2355687852","https://openalex.org/W2621086889"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,39,78],"method":[3],"to":[4,56,67,100],"perform":[5],"regression":[6,51],"on":[7,14,25,43,95],"partially":[8],"labeled":[9],"data,":[10],"which":[11],"is":[12,52,77],"based":[13,24,42],"SSFCM":[15,37],"(Semi-Supervised":[16],"Fuzzy":[17],"C-Means),":[18],"an":[19],"algorithm":[20],"for":[21],"semi-supervised":[22],"classification":[23],"fuzzy":[26],"clustering.":[27],"The":[28],"proposed":[29],"method,":[30],"called":[31],"SSFCM-R,":[32],"precedes":[33],"the":[34,47,64,68,71,75,82,87,91],"application":[35,48],"of":[36,49,59,70,81,90],"with":[38],"relabeling":[40],"module":[41],"target":[44],"discretization.":[45],"After":[46],"SSFCM,":[50],"carried":[53],"out":[54,58],"according":[55],"one":[57],"two":[60],"possible":[61],"schemes:":[62],"(i)":[63],"output":[65,76],"corresponds":[66],"label":[69],"closest":[72],"cluster;":[73],"(ii)":[74],"linear":[79],"combination":[80],"cluster":[83],"labels":[84],"weighted":[85],"by":[86],"membership":[88],"degree":[89],"input.":[92],"Some":[93],"experiments":[94],"synthetic":[96],"data":[97],"are":[98],"reported":[99],"compare":[101],"both":[102],"approaches.":[103]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}