{"id":"https://openalex.org/W3213364424","doi":"https://doi.org/10.1007/s11634-023-00548-4","title":"A topological data analysis based classifier","display_name":"A topological data analysis based classifier","publication_year":2023,"publication_date":"2023-07-01","ids":{"openalex":"https://openalex.org/W3213364424","doi":"https://doi.org/10.1007/s11634-023-00548-4","mag":"3213364424"},"language":"en","primary_location":{"id":"doi:10.1007/s11634-023-00548-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11634-023-00548-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210175730","display_name":"Advances in Data Analysis and Classification","issn_l":"1862-5347","issn":["1862-5347","1862-5355"],"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":"Advances in Data Analysis and Classification","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/A5029461661","display_name":"Rolando Kindelan","orcid":"https://orcid.org/0000-0002-4948-6051"},"institutions":[{"id":"https://openalex.org/I199856841","display_name":"Universidad de Oriente","ror":"https://ror.org/03kqap970","country_code":"CU","type":"education","lineage":["https://openalex.org/I199856841"]},{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL","CU"],"is_corresponding":true,"raw_author_name":"Rolando Kindelan","raw_affiliation_strings":["Computer Sciences Department, Faculty of Mathematical and Physical Sciences, University of Chile, 851 Beauchef Av., 8370456, Santiago, Metropolitan Region, Chile","Medical and Biophysics Center, University of Oriente, Patricio Lumumba S/N, Santiago, Cuba"],"raw_orcid":"https://orcid.org/0000-0002-4948-6051","affiliations":[{"raw_affiliation_string":"Computer Sciences Department, Faculty of Mathematical and Physical Sciences, University of Chile, 851 Beauchef Av., 8370456, Santiago, Metropolitan Region, Chile","institution_ids":["https://openalex.org/I69737025"]},{"raw_affiliation_string":"Medical and Biophysics Center, University of Oriente, Patricio Lumumba S/N, Santiago, Cuba","institution_ids":["https://openalex.org/I199856841"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001186038","display_name":"Jos\u00e9 Mar\u00eda Mart\u00ednez Fr\u00edas","orcid":"https://orcid.org/0000-0002-8530-7946"},"institutions":[{"id":"https://openalex.org/I124618812","display_name":"Mathematics Research Center","ror":"https://ror.org/02nhmp827","country_code":"MX","type":"facility","lineage":["https://openalex.org/I124618812"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Fr\u00edas","raw_affiliation_strings":["Center for Research in Mathematics, Jalisco S/N, Col. Valenciana, 63023, Guanajuato, Guanajuato, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Research in Mathematics, Jalisco S/N, Col. Valenciana, 63023, Guanajuato, Guanajuato, Mexico","institution_ids":["https://openalex.org/I124618812"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031379378","display_name":"Mauricio Cerda","orcid":"https://orcid.org/0000-0003-3447-1815"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Mauricio Cerda","raw_affiliation_strings":["Integrative Biology Program, Institute of Biomedical Sciences, Center for Medical Informatics and Telemedicine, Faculty of Medicine, Universidad de Chile, 1027 Independencia Av., Santiago, Metropolitan Region, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Integrative Biology Program, Institute of Biomedical Sciences, Center for Medical Informatics and Telemedicine, Faculty of Medicine, Universidad de Chile, 1027 Independencia Av., Santiago, Metropolitan Region, Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085139932","display_name":"Nancy Hitschfeld","orcid":"https://orcid.org/0000-0003-4923-4679"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Nancy Hitschfeld","raw_affiliation_strings":["Computer Sciences Department, Faculty of Mathematical and Physical Sciences, University of Chile, 851 Beauchef Av., 8370456, Santiago, Metropolitan Region, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Sciences Department, Faculty of Mathematical and Physical Sciences, University of Chile, 851 Beauchef Av., 8370456, Santiago, Metropolitan Region, Chile","institution_ids":["https://openalex.org/I69737025"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5029461661"],"corresponding_institution_ids":["https://openalex.org/I199856841","https://openalex.org/I69737025"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.3578,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.82710435,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"18","issue":"2","first_page":"493","last_page":"538"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9998999834060669,"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/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9998999834060669,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9168000221252441,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/topological-data-analysis","display_name":"Topological data analysis","score":0.8788810968399048},{"id":"https://openalex.org/keywords/persistent-homology","display_name":"Persistent homology","score":0.8037799000740051},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5482337474822998},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5457058548927307},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5410373210906982},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5409331321716309},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.47436007857322693},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4743141829967499},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38462749123573303},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.38209933042526245},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3751411736011505},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.31472912430763245}],"concepts":[{"id":"https://openalex.org/C2776477805","wikidata":"https://www.wikidata.org/wiki/Q4460773","display_name":"Topological data analysis","level":2,"score":0.8788810968399048},{"id":"https://openalex.org/C2874115","wikidata":"https://www.wikidata.org/wiki/Q17099562","display_name":"Persistent homology","level":2,"score":0.8037799000740051},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5482337474822998},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5457058548927307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5410373210906982},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5409331321716309},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.47436007857322693},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4743141829967499},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38462749123573303},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38209933042526245},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3751411736011505},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.31472912430763245}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11634-023-00548-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11634-023-00548-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210175730","display_name":"Advances in Data Analysis and Classification","issn_l":"1862-5347","issn":["1862-5347","1862-5355"],"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":"Advances in Data Analysis and Classification","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:advdac:v:18:y:2024:i:2:d:10.1007_s11634-023-00548-4","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s11634-023-00548-4","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W1486210143","https://openalex.org/W1497953515","https://openalex.org/W1526753291","https://openalex.org/W1605695115","https://openalex.org/W1654438081","https://openalex.org/W1731409703","https://openalex.org/W1863510766","https://openalex.org/W1957046493","https://openalex.org/W1970454523","https://openalex.org/W1991566301","https://openalex.org/W2006612128","https://openalex.org/W2011301426","https://openalex.org/W2013795118","https://openalex.org/W2031459800","https://openalex.org/W2054910880","https://openalex.org/W2055976219","https://openalex.org/W2061904849","https://openalex.org/W2071391326","https://openalex.org/W2101234009","https://openalex.org/W2103345739","https://openalex.org/W2147169375","https://openalex.org/W2148143831","https://openalex.org/W2165533158","https://openalex.org/W2168532736","https://openalex.org/W2309693750","https://openalex.org/W2492700298","https://openalex.org/W2498184556","https://openalex.org/W2500634044","https://openalex.org/W2512691369","https://openalex.org/W2605548712","https://openalex.org/W2608268981","https://openalex.org/W2761985283","https://openalex.org/W2769249101","https://openalex.org/W2792401492","https://openalex.org/W2897761334","https://openalex.org/W2899011312","https://openalex.org/W2899741138","https://openalex.org/W2912083425","https://openalex.org/W2938995766","https://openalex.org/W2945006865","https://openalex.org/W2962912288","https://openalex.org/W2964534207","https://openalex.org/W2969541033","https://openalex.org/W2971749073","https://openalex.org/W3013843370","https://openalex.org/W3035965352","https://openalex.org/W3036976749","https://openalex.org/W3048498970","https://openalex.org/W3049383528","https://openalex.org/W3099878876","https://openalex.org/W3103629626","https://openalex.org/W3127988644","https://openalex.org/W3128501266","https://openalex.org/W3140579943","https://openalex.org/W3143913977","https://openalex.org/W3165474212","https://openalex.org/W3168880560","https://openalex.org/W3169291629","https://openalex.org/W3177322881","https://openalex.org/W3199102479","https://openalex.org/W3203777403","https://openalex.org/W4231916799","https://openalex.org/W4233964287","https://openalex.org/W4245055982","https://openalex.org/W4254375530","https://openalex.org/W4282975155","https://openalex.org/W4312056101","https://openalex.org/W6600388300"],"related_works":["https://openalex.org/W2886923060","https://openalex.org/W2887690685","https://openalex.org/W3120766012","https://openalex.org/W3204835693","https://openalex.org/W4287394697","https://openalex.org/W3119689987","https://openalex.org/W3137224016","https://openalex.org/W3128725485","https://openalex.org/W4295883750","https://openalex.org/W3106789825"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-01-20T23:28:44.954186","created_date":"2025-10-10T00:00:00"}