{"id":"https://openalex.org/W2791997396","doi":"https://doi.org/10.1007/s00500-018-3041-0","title":"Very large-scale data classification based on K-means clustering and multi-kernel SVM","display_name":"Very large-scale data classification based on K-means clustering and multi-kernel SVM","publication_year":2018,"publication_date":"2018-01-29","ids":{"openalex":"https://openalex.org/W2791997396","doi":"https://doi.org/10.1007/s00500-018-3041-0","mag":"2791997396"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-018-3041-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-018-3041-0","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"type":"article","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/A5084392541","display_name":"Tinglong Tang","orcid":"https://orcid.org/0000-0002-6301-3592"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tinglong Tang","raw_affiliation_strings":["China Three Gorges University, Yichang, 443002, China","Zhejiang University of Technology, Hangzhou, 310032, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Three Gorges University, Yichang, 443002, China","institution_ids":["https://openalex.org/I161350542"]},{"raw_affiliation_string":"Zhejiang University of Technology, Hangzhou, 310032, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055627037","display_name":"Shengyong Chen","orcid":"https://orcid.org/0000-0002-6705-3831"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shengyong Chen","raw_affiliation_strings":["Tianjin University of Technology, Tianjin, 300384, China","Zhejiang University of Technology, Hangzhou, 310032, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin University of Technology, Tianjin, 300384, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Zhejiang University of Technology, Hangzhou, 310032, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070105853","display_name":"Meng Zhao","orcid":"https://orcid.org/0000-0002-5060-9223"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Zhao","raw_affiliation_strings":["Tianjin University of Technology, Tianjin, 300384, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin University of Technology, Tianjin, 300384, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101748860","display_name":"Wei Huang","orcid":"https://orcid.org/0000-0002-4315-8487"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Huang","raw_affiliation_strings":["Tianjin University of Technology, Tianjin, 300384, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin University of Technology, Tianjin, 300384, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075356940","display_name":"Jake Luo","orcid":"https://orcid.org/0000-0002-3900-643X"},"institutions":[{"id":"https://openalex.org/I43579087","display_name":"University of Wisconsin\u2013Milwaukee","ror":"https://ror.org/031q21x57","country_code":"US","type":"education","lineage":["https://openalex.org/I43579087"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jake Luo","raw_affiliation_strings":["University of Wisconsin-Milwaukee, Milwaukee, WI, 53211, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin-Milwaukee, Milwaukee, WI, 53211, USA","institution_ids":["https://openalex.org/I43579087"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5055627037"],"corresponding_institution_ids":["https://openalex.org/I136765683","https://openalex.org/I55712492"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":4.8528,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.95788509,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"23","issue":"11","first_page":"3793","last_page":"3801"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9991999864578247,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9991999864578247,"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":0.9984999895095825,"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":0.9872000217437744,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8343821167945862},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7532414197921753},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6748482584953308},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5979225039482117},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5575215816497803},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.554749608039856},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5373484492301941},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5188252329826355},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5126377940177917},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.44742894172668457},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.442910373210907},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.42877545952796936},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"k-means clustering","score":0.42842021584510803},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38524186611175537},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15500426292419434}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8343821167945862},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7532414197921753},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6748482584953308},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5979225039482117},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5575215816497803},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.554749608039856},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5373484492301941},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5188252329826355},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5126377940177917},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.44742894172668457},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.442910373210907},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.42877545952796936},{"id":"https://openalex.org/C207968372","wikidata":"https://www.wikidata.org/wiki/Q310401","display_name":"k-means clustering","level":3,"score":0.42842021584510803},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38524186611175537},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15500426292419434},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-018-3041-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-018-3041-0","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G3314868830","display_name":null,"funder_award_id":"61325019","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3447508769","display_name":null,"funder_award_id":"U1509207","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W226699106","https://openalex.org/W886543236","https://openalex.org/W1985975517","https://openalex.org/W1991862382","https://openalex.org/W2014403077","https://openalex.org/W2020386741","https://openalex.org/W2028712180","https://openalex.org/W2033244070","https://openalex.org/W2063201828","https://openalex.org/W2068439813","https://openalex.org/W2070147085","https://openalex.org/W2088598596","https://openalex.org/W2108332272","https://openalex.org/W2122496402","https://openalex.org/W2132311751","https://openalex.org/W2149230623","https://openalex.org/W2153635508","https://openalex.org/W2158321245","https://openalex.org/W2173213060","https://openalex.org/W2175173358","https://openalex.org/W2182722412","https://openalex.org/W2344041269","https://openalex.org/W2378619537","https://openalex.org/W2401884003","https://openalex.org/W2408839727","https://openalex.org/W2464206803","https://openalex.org/W2468539463","https://openalex.org/W2546945975","https://openalex.org/W3120740533"],"related_works":["https://openalex.org/W2786391746","https://openalex.org/W2991483587","https://openalex.org/W4381430104","https://openalex.org/W2995102745","https://openalex.org/W4226059458","https://openalex.org/W2914559142","https://openalex.org/W1584028106","https://openalex.org/W2551482053","https://openalex.org/W1990237101","https://openalex.org/W3196471634"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
