{"id":"https://openalex.org/W207716532","doi":"https://doi.org/10.1007/978-3-642-22191-0_17","title":"A Convex Hull-Based Fuzzy Regression to Information Granules Problem \u2013 An Efficient Solution to Real-Time Data Analysis","display_name":"A Convex Hull-Based Fuzzy Regression to Information Granules Problem \u2013 An Efficient Solution to Real-Time Data Analysis","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W207716532","doi":"https://doi.org/10.1007/978-3-642-22191-0_17","mag":"207716532"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-22191-0_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-22191-0_17","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5057195099","display_name":"Azizul Azhar Ramli","orcid":"https://orcid.org/0000-0001-7742-5929"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]},{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP","MY"],"is_corresponding":true,"raw_author_name":"Azizul Azhar Ramli","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Parit Raja, 86400, Batu Pahat, Johor Darul Takzim, Malaysia","Graduate School of Information, Production and Systems, Waseda University, 2-7, Hibikino, Wakamatsu, Kitakyushu, 808-0135, Japan","Waseda University","Universiti Tun Hussein Onn Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Parit Raja, 86400, Batu Pahat, Johor Darul Takzim, Malaysia","institution_ids":["https://openalex.org/I930072361"]},{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, 2-7, Hibikino, Wakamatsu, Kitakyushu, 808-0135, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Waseda University","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Universiti Tun Hussein Onn Malaysia","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036511259","display_name":"Junzo Watada","orcid":"https://orcid.org/0000-0002-3322-2086"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Junzo Watada","raw_affiliation_strings":["Graduate School of Information, Production and Systems, Waseda University, 2-7, Hibikino, Wakamatsu, Kitakyushu, 808-0135, Japan","Waseda University"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, 2-7, Hibikino, Wakamatsu, Kitakyushu, 808-0135, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Waseda University","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003799782","display_name":"Witold Pedrycz","orcid":"https://orcid.org/0000-0002-9335-9930"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"funder","lineage":["https://openalex.org/I99542240"]},{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}],"countries":["CA","PL"],"is_corresponding":false,"raw_author_name":"Witold Pedrycz","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Alberta, Canada, T6G 2V4","Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland","University of Alberta","Polish Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Alberta, Canada, T6G 2V4","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"raw_affiliation_string":"University of Alberta","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"Polish Academy of Sciences","institution_ids":["https://openalex.org/I99542240"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057195099"],"corresponding_institution_ids":["https://openalex.org/I150744194","https://openalex.org/I930072361"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1154902,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"190","last_page":"204"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9986000061035156,"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/convex-hull","display_name":"Convex hull","score":0.8749058246612549},{"id":"https://openalex.org/keywords/hull","display_name":"Hull","score":0.6694236993789673},{"id":"https://openalex.org/keywords/output-sensitive-algorithm","display_name":"Output-sensitive algorithm","score":0.6118395924568176},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5516223311424255},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5248976945877075},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.47584816813468933},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4671107530593872},{"id":"https://openalex.org/keywords/convex-combination","display_name":"Convex combination","score":0.445687860250473},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43638935685157776},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.42567190527915955},{"id":"https://openalex.org/keywords/granular-computing","display_name":"Granular computing","score":0.4224683344364166},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.419376015663147},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4021710753440857},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.38264864683151245},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3347676396369934},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28415530920028687},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23754018545150757},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.11704283952713013},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11565747857093811}],"concepts":[{"id":"https://openalex.org/C206194317","wikidata":"https://www.wikidata.org/wiki/Q1138624","display_name":"Convex hull","level":3,"score":0.8749058246612549},{"id":"https://openalex.org/C37423430","wikidata":"https://www.wikidata.org/wiki/Q6750281","display_name":"Hull","level":2,"score":0.6694236993789673},{"id":"https://openalex.org/C39132409","wikidata":"https://www.wikidata.org/wiki/Q7112860","display_name":"Output-sensitive algorithm","level":5,"score":0.6118395924568176},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5516223311424255},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5248976945877075},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.47584816813468933},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4671107530593872},{"id":"https://openalex.org/C111110010","wikidata":"https://www.wikidata.org/wiki/Q2627315","display_name":"Convex combination","level":4,"score":0.445687860250473},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43638935685157776},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.42567190527915955},{"id":"https://openalex.org/C17209119","wikidata":"https://www.wikidata.org/wiki/Q5596712","display_name":"Granular computing","level":3,"score":0.4224683344364166},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.419376015663147},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4021710753440857},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.38264864683151245},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3347676396369934},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28415530920028687},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23754018545150757},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.11704283952713013},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11565747857093811},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199104240","wikidata":"https://www.wikidata.org/wiki/Q118291","display_name":"Marine engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-22191-0_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-22191-0_17","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W90286923","https://openalex.org/W98574696","https://openalex.org/W1500237096","https://openalex.org/W1500550729","https://openalex.org/W1532943182","https://openalex.org/W1614686989","https://openalex.org/W1947957290","https://openalex.org/W1995259615","https://openalex.org/W2025976911","https://openalex.org/W2054000503","https://openalex.org/W2073850905","https://openalex.org/W2083764517","https://openalex.org/W2112820700","https://openalex.org/W2117341849","https://openalex.org/W2143124809","https://openalex.org/W2154500141","https://openalex.org/W2161708849","https://openalex.org/W2186351772","https://openalex.org/W3120740533","https://openalex.org/W4238919913","https://openalex.org/W4249601105"],"related_works":["https://openalex.org/W2358001426","https://openalex.org/W1507382935","https://openalex.org/W2439874932","https://openalex.org/W2360117020","https://openalex.org/W2376690466","https://openalex.org/W2741067195","https://openalex.org/W3034791572","https://openalex.org/W1980352082","https://openalex.org/W1786647412","https://openalex.org/W2363904277"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}