{"id":"https://openalex.org/W1505682974","doi":"https://doi.org/10.1007/11578079_59","title":"A Comparative Study of KBS, ANN and Statistical Clustering Techniques for Unattended Stellar Classification","display_name":"A Comparative Study of KBS, ANN and Statistical Clustering Techniques for Unattended Stellar Classification","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W1505682974","doi":"https://doi.org/10.1007/11578079_59","mag":"1505682974"},"language":"en","primary_location":{"id":"doi:10.1007/11578079_59","is_oa":true,"landing_page_url":"https://doi.org/10.1007/11578079_59","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F11578079_59.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F11578079_59.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068983875","display_name":"Carlos Dafonte","orcid":"https://orcid.org/0000-0003-4693-7555"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Carlos Dafonte","raw_affiliation_strings":["Information and Communications Technologies Department, Faculty of Computer Science, University of A Coru\u00f1a, 15071, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"Information and Communications Technologies Department, Faculty of Computer Science, University of A Coru\u00f1a, 15071, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101953572","display_name":"Alejandra Rodr\u0131\u0301guez","orcid":"https://orcid.org/0000-0002-4118-7823"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alejandra Rodr\u00edguez","raw_affiliation_strings":["Information and Communications Technologies Department, Faculty of Computer Science, University of A Coru\u00f1a, 15071, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"Information and Communications Technologies Department, Faculty of Computer Science, University of A Coru\u00f1a, 15071, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108092795","display_name":"Bernardino Arcay","orcid":null},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Bernardino Arcay","raw_affiliation_strings":["Information and Communications Technologies Department, Faculty of Computer Science, University of A Coru\u00f1a, 15071, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"Information and Communications Technologies Department, Faculty of Computer Science, University of A Coru\u00f1a, 15071, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050817972","display_name":"Iciar Carricajo","orcid":null},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Iciar Carricajo","raw_affiliation_strings":["Navigation and Earth Sciences Deptartment, University of A Coru\u00f1a, 15071, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"Navigation and Earth Sciences Deptartment, University of A Coru\u00f1a, 15071, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078839532","display_name":"M. Manteiga","orcid":"https://orcid.org/0000-0002-7711-5581"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Minia Manteiga","raw_affiliation_strings":["Navigation and Earth Sciences Deptartment, University of A Coru\u00f1a, 15071, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"Navigation and Earth Sciences Deptartment, University of A Coru\u00f1a, 15071, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5068983875"],"corresponding_institution_ids":["https://openalex.org/I11019714"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.4809,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.92967033,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"566","last_page":"577"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9711999893188477,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9711999893188477,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14163","display_name":"Astronomical Observations and Instrumentation","score":0.9381999969482422,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.900600016117096,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.8264943361282349},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6608816981315613},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6512634754180908},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5933418869972229},{"id":"https://openalex.org/keywords/dispose-pattern","display_name":"Dispose pattern","score":0.4932634234428406},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48041558265686035},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.4275568425655365},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4176490604877472},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3999716341495514},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39025115966796875},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08193439245223999},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06941285729408264}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8264943361282349},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6608816981315613},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6512634754180908},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5933418869972229},{"id":"https://openalex.org/C111424310","wikidata":"https://www.wikidata.org/wiki/Q5282669","display_name":"Dispose pattern","level":2,"score":0.4932634234428406},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48041558265686035},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.4275568425655365},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4176490604877472},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3999716341495514},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39025115966796875},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08193439245223999},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06941285729408264},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/11578079_59","is_oa":true,"landing_page_url":"https://doi.org/10.1007/11578079_59","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F11578079_59.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/11578079_59","is_oa":true,"landing_page_url":"https://doi.org/10.1007/11578079_59","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F11578079_59.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1505682974.pdf","grobid_xml":"https://content.openalex.org/works/W1505682974.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1493454437","https://openalex.org/W1614477909","https://openalex.org/W1971191206","https://openalex.org/W1991848143","https://openalex.org/W2002011878","https://openalex.org/W2012056991","https://openalex.org/W2017213435","https://openalex.org/W2029204151","https://openalex.org/W2032521963","https://openalex.org/W2033423226","https://openalex.org/W2124776405","https://openalex.org/W2612166593","https://openalex.org/W3036512766","https://openalex.org/W4239910417"],"related_works":["https://openalex.org/W2377445391","https://openalex.org/W3025460117","https://openalex.org/W2390247363","https://openalex.org/W2361285822","https://openalex.org/W2369864694","https://openalex.org/W2350616878","https://openalex.org/W2391436946","https://openalex.org/W2012994978","https://openalex.org/W2375260074","https://openalex.org/W1716581398"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-11T06:11:40.159057","created_date":"2025-10-10T00:00:00"}
