{"id":"https://openalex.org/W2175819693","doi":"https://doi.org/10.1007/s10260-015-0345-4","title":"A method for K-Means seeds generation applied to text mining","display_name":"A method for K-Means seeds generation applied to text mining","publication_year":2015,"publication_date":"2015-11-11","ids":{"openalex":"https://openalex.org/W2175819693","doi":"https://doi.org/10.1007/s10260-015-0345-4","mag":"2175819693"},"language":"en","primary_location":{"id":"doi:10.1007/s10260-015-0345-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10260-015-0345-4","pdf_url":null,"source":{"id":"https://openalex.org/S155615518","display_name":"Statistical Methods & Applications","issn_l":"1613-981X","issn":["1613-981X","1618-2510"],"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":"Statistical Methods & Applications","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/A5000021823","display_name":"Daniel V\u00e9lez","orcid":"https://orcid.org/0000-0003-3760-2550"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel Velez","raw_affiliation_strings":["Department of Statistics and Operations Research, Universidad Complutense, Plaza de Ciencias, 3, Ciudad Universitaria, 28040, Madrid, Spain","Department of Statistics and Operations Research, Universidad Complutense, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Operations Research, Universidad Complutense, Plaza de Ciencias, 3, Ciudad Universitaria, 28040, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]},{"raw_affiliation_string":"Department of Statistics and Operations Research, Universidad Complutense, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079807774","display_name":"Jorge Sueiras","orcid":"https://orcid.org/0000-0002-2707-1066"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jorge Sueiras","raw_affiliation_strings":["Department of Computer Science, Universidad Rey Juan Carlos, c/ Tulipan, sn, 28933, Mostoles, Madrid, Spain","Department of Computer Science, Universidad Rey Juan Carlos, Mostoles, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidad Rey Juan Carlos, c/ Tulipan, sn, 28933, Mostoles, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]},{"raw_affiliation_string":"Department of Computer Science, Universidad Rey Juan Carlos, Mostoles, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060583971","display_name":"Alejandro Ortega","orcid":"https://orcid.org/0000-0003-1902-4275"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alejandro Ortega","raw_affiliation_strings":["Department of Mathematics, Universidad Carlos III, Av. Universidad, 30, 28911, Legan\u00e9s, Madrid, Spain","Department of Mathematics, Universidad Carlos III, Legan\u00e9s, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Universidad Carlos III, Av. Universidad, 30, 28911, Legan\u00e9s, Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"Department of Mathematics, Universidad Carlos III, Legan\u00e9s, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035025505","display_name":"Jos\u00e9 F. V\u00e9lez","orcid":"https://orcid.org/0000-0001-8903-4714"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jose F. Velez","raw_affiliation_strings":["Department of Computer Science, Universidad Rey Juan Carlos, c/ Tulipan, sn, 28933, Mostoles, Madrid, Spain","Department of Computer Science, Universidad Rey Juan Carlos, Mostoles, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidad Rey Juan Carlos, c/ Tulipan, sn, 28933, Mostoles, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]},{"raw_affiliation_string":"Department of Computer Science, Universidad Rey Juan Carlos, Mostoles, Spain","institution_ids":["https://openalex.org/I182083151"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035025505"],"corresponding_institution_ids":["https://openalex.org/I182083151"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.6584,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88449105,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"25","issue":"3","first_page":"477","last_page":"499"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9962999820709229,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9962999820709229,"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"}},{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9941999912261963,"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/T10637","display_name":"Advanced Clustering Algorithms Research","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/principal-component-analysis","display_name":"Principal component analysis","score":0.6754222512245178},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.646736741065979},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6160699725151062},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6140414476394653},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6072502136230469},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5618034601211548},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5452677607536316},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5386244058609009},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4465211033821106},{"id":"https://openalex.org/keywords/eigenvalues-and-eigenvectors","display_name":"Eigenvalues and eigenvectors","score":0.41889074444770813},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3736099600791931},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3716888129711151},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3551851809024811},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23240622878074646},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.06374919414520264}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6754222512245178},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.646736741065979},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6160699725151062},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6140414476394653},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6072502136230469},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5618034601211548},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5452677607536316},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5386244058609009},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4465211033821106},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.41889074444770813},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3736099600791931},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3716888129711151},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3551851809024811},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23240622878074646},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.06374919414520264},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"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/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10260-015-0345-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10260-015-0345-4","pdf_url":null,"source":{"id":"https://openalex.org/S155615518","display_name":"Statistical Methods & Applications","issn_l":"1613-981X","issn":["1613-981X","1618-2510"],"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":"Statistical Methods & Applications","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:stmapp:v:25:y:2016:i:3:d:10.1007_s10260-015-0345-4","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10260-015-0345-4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.5}],"awards":[{"id":"https://openalex.org/G310808103","display_name":null,"funder_award_id":"TIN2014-57458-R","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"}],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320324496","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1489608363","https://openalex.org/W1490912836","https://openalex.org/W1494730498","https://openalex.org/W1524787014","https://openalex.org/W1611682757","https://openalex.org/W1612003148","https://openalex.org/W1612003494","https://openalex.org/W1651093245","https://openalex.org/W1831250319","https://openalex.org/W1880262756","https://openalex.org/W1959178355","https://openalex.org/W1972261096","https://openalex.org/W1978489625","https://openalex.org/W1990368529","https://openalex.org/W2011430131","https://openalex.org/W2017100743","https://openalex.org/W2051840908","https://openalex.org/W2059515884","https://openalex.org/W2072773380","https://openalex.org/W2073459066","https://openalex.org/W2074408893","https://openalex.org/W2075006521","https://openalex.org/W2087962968","https://openalex.org/W2096152098","https://openalex.org/W2098770874","https://openalex.org/W2099242680","https://openalex.org/W2110591510","https://openalex.org/W2113076747","https://openalex.org/W2122051577","https://openalex.org/W2127218421","https://openalex.org/W2130681206","https://openalex.org/W2134652484","https://openalex.org/W2139850885","https://openalex.org/W2164345729","https://openalex.org/W2294798173","https://openalex.org/W2332062499","https://openalex.org/W2415715393","https://openalex.org/W2442924240","https://openalex.org/W4233135949"],"related_works":["https://openalex.org/W1975632186","https://openalex.org/W3027745756","https://openalex.org/W3205213561","https://openalex.org/W2531880140","https://openalex.org/W2126145365","https://openalex.org/W2036609560","https://openalex.org/W346861917","https://openalex.org/W3024018414","https://openalex.org/W1972373683","https://openalex.org/W2000169474"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}