{"id":"https://openalex.org/W2984755724","doi":"https://doi.org/10.1007/978-3-030-33617-2_10","title":"Brain Tumor Classification Using Principal Component Analysis and Kernel Support Vector Machine","display_name":"Brain Tumor Classification Using Principal Component Analysis and Kernel Support Vector Machine","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2984755724","doi":"https://doi.org/10.1007/978-3-030-33617-2_10","mag":"2984755724"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-33617-2_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-33617-2_10","pdf_url":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085222516","display_name":"Richard Torres-Molina","orcid":null},"institutions":[{"id":"https://openalex.org/I3130401523","display_name":"Universidad Yachay Tech","ror":"https://ror.org/04jjswc10","country_code":"EC","type":"education","lineage":["https://openalex.org/I3130401523"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Richard Torres-Molina","raw_affiliation_strings":["Yachay Tech University, Hacienda San Jos\u00e9, Urcuqu\u00ed, 100119, Ecuador"],"raw_orcid":"https://orcid.org/0000-0002-9230-6677","affiliations":[{"raw_affiliation_string":"Yachay Tech University, Hacienda San Jos\u00e9, Urcuqu\u00ed, 100119, Ecuador","institution_ids":["https://openalex.org/I3130401523"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072398679","display_name":"Carlos Bustamante-Orellana","orcid":"https://orcid.org/0000-0002-7074-1811"},"institutions":[{"id":"https://openalex.org/I3130401523","display_name":"Universidad Yachay Tech","ror":"https://ror.org/04jjswc10","country_code":"EC","type":"education","lineage":["https://openalex.org/I3130401523"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Carlos Bustamante-Orellana","raw_affiliation_strings":["Yachay Tech University, Hacienda San Jos\u00e9, Urcuqu\u00ed, 100119, Ecuador"],"raw_orcid":"https://orcid.org/0000-0002-7074-1811","affiliations":[{"raw_affiliation_string":"Yachay Tech University, Hacienda San Jos\u00e9, Urcuqu\u00ed, 100119, Ecuador","institution_ids":["https://openalex.org/I3130401523"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060303501","display_name":"Andr\u00e9s Riofr\u00edo-Valdivieso","orcid":"https://orcid.org/0000-0002-9544-8443"},"institutions":[{"id":"https://openalex.org/I3130401523","display_name":"Universidad Yachay Tech","ror":"https://ror.org/04jjswc10","country_code":"EC","type":"education","lineage":["https://openalex.org/I3130401523"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Andr\u00e9s Riofr\u00edo-Valdivieso","raw_affiliation_strings":["Yachay Tech University, Hacienda San Jos\u00e9, Urcuqu\u00ed, 100119, Ecuador"],"raw_orcid":"https://orcid.org/0000-0002-9544-8443","affiliations":[{"raw_affiliation_string":"Yachay Tech University, Hacienda San Jos\u00e9, Urcuqu\u00ed, 100119, Ecuador","institution_ids":["https://openalex.org/I3130401523"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013278812","display_name":"Francisco Quinga-Socasi","orcid":"https://orcid.org/0000-0003-3213-4460"},"institutions":[{"id":"https://openalex.org/I3130401523","display_name":"Universidad Yachay Tech","ror":"https://ror.org/04jjswc10","country_code":"EC","type":"education","lineage":["https://openalex.org/I3130401523"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Francisco Quinga-Socasi","raw_affiliation_strings":["Yachay Tech University, Hacienda San Jos\u00e9, Urcuqu\u00ed, 100119, Ecuador"],"raw_orcid":"https://orcid.org/0000-0003-3213-4460","affiliations":[{"raw_affiliation_string":"Yachay Tech University, Hacienda San Jos\u00e9, Urcuqu\u00ed, 100119, Ecuador","institution_ids":["https://openalex.org/I3130401523"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075394566","display_name":"Robinson Guachi","orcid":"https://orcid.org/0000-0002-0476-6973"},"institutions":[{"id":"https://openalex.org/I4210140740","display_name":"Universidad Internacional del Ecuador","ror":"https://ror.org/04xf2rc74","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210140740"]},{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["EC","IT"],"is_corresponding":false,"raw_author_name":"Robinson Guachi","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, Sapienza University of Rome, Via Eudossiana 18, 00184, Rome, RM, Italy","Department of Mechatronics, Universidad Internacional del Ecuador, Av. Simon Bolivar, 170411, Quito, Ecuador"],"raw_orcid":"https://orcid.org/0000-0002-0476-6973","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, Sapienza University of Rome, Via Eudossiana 18, 00184, Rome, RM, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Mechatronics, Universidad Internacional del Ecuador, Av. Simon Bolivar, 170411, Quito, Ecuador","institution_ids":["https://openalex.org/I4210140740"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010742462","display_name":"Lorena Guachi\u2010Guachi","orcid":"https://orcid.org/0000-0002-8951-8150"},"institutions":[{"id":"https://openalex.org/I3130401523","display_name":"Universidad Yachay Tech","ror":"https://ror.org/04jjswc10","country_code":"EC","type":"education","lineage":["https://openalex.org/I3130401523"]}],"countries":["EC"],"is_corresponding":true,"raw_author_name":"Lorena Guachi-Guachi","raw_affiliation_strings":["SDAS Research Group, Urcuqu\u00ed, Ecuador","Yachay Tech University, Hacienda San Jos\u00e9, Urcuqu\u00ed, 100119, Ecuador"],"raw_orcid":"https://orcid.org/0000-0002-8951-8150","affiliations":[{"raw_affiliation_string":"SDAS Research Group, Urcuqu\u00ed, Ecuador","institution_ids":[]},{"raw_affiliation_string":"Yachay Tech University, Hacienda San Jos\u00e9, Urcuqu\u00ed, 100119, Ecuador","institution_ids":["https://openalex.org/I3130401523"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5010742462"],"corresponding_institution_ids":["https://openalex.org/I3130401523"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2551,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.70679771,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"89","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.996999979019165,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9799000024795532,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7094822525978088},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6973768472671509},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6838575601577759},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6564189195632935},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6504583358764648},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.578632116317749},{"id":"https://openalex.org/keywords/kernel-principal-component-analysis","display_name":"Kernel principal component analysis","score":0.5674572587013245},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.54509037733078},{"id":"https://openalex.org/keywords/quadratic-classifier","display_name":"Quadratic classifier","score":0.5104700326919556},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.4840182960033417},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4743691384792328},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.454036682844162},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19614577293395996}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7094822525978088},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6973768472671509},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6838575601577759},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6564189195632935},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6504583358764648},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.578632116317749},{"id":"https://openalex.org/C182335926","wikidata":"https://www.wikidata.org/wiki/Q17093020","display_name":"Kernel principal component analysis","level":4,"score":0.5674572587013245},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.54509037733078},{"id":"https://openalex.org/C52620605","wikidata":"https://www.wikidata.org/wiki/Q7268357","display_name":"Quadratic classifier","level":3,"score":0.5104700326919556},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.4840182960033417},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4743691384792328},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.454036682844162},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19614577293395996},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-33617-2_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-33617-2_10","pdf_url":null,"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":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1598068104","https://openalex.org/W2038344945","https://openalex.org/W2055957434","https://openalex.org/W2063639589","https://openalex.org/W2123068726","https://openalex.org/W2514125883","https://openalex.org/W2894518276","https://openalex.org/W2911688953","https://openalex.org/W4238051725"],"related_works":["https://openalex.org/W2379488555","https://openalex.org/W2753886092","https://openalex.org/W2152632846","https://openalex.org/W1992961908","https://openalex.org/W2014683590","https://openalex.org/W2944973397","https://openalex.org/W3138125914","https://openalex.org/W2359742711","https://openalex.org/W2139392257","https://openalex.org/W4285789115"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
