{"id":"https://openalex.org/W2484995194","doi":"https://doi.org/10.3233/ida-160849","title":"Quaternion support vector classifier","display_name":"Quaternion support vector classifier","publication_year":2016,"publication_date":"2016-07-13","ids":{"openalex":"https://openalex.org/W2484995194","doi":"https://doi.org/10.3233/ida-160849","mag":"2484995194"},"language":"en","primary_location":{"id":"doi:10.3233/ida-160849","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-160849","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis","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/A5075541439","display_name":"Gehov\u00e1 L\u00f3pez-Gonz\u00e1lez","orcid":"https://orcid.org/0000-0001-8805-0333"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"G. L\u00f3pez-Gonz\u00e1lez","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033514957","display_name":"Nancy Arana\u2010Daniel","orcid":"https://orcid.org/0000-0002-8803-9502"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"N. Arana-Daniel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5006746565","display_name":"E. Bayro-Corrochano","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"E. Bayro-Corrochano","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.169,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56350382,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"20","issue":"s1","first_page":"S109","last_page":"S119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12923","display_name":"Digital Image Processing Techniques","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12923","display_name":"Digital Image Processing Techniques","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11210","display_name":"Mathematical Analysis and Transform Methods","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/quaternion","display_name":"Quaternion","score":0.938912570476532},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8094803094863892},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5910825729370117},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5859070420265198},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5376227498054504},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5012714862823486},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4968407452106476},{"id":"https://openalex.org/keywords/quaternion-algebra","display_name":"Quaternion algebra","score":0.4277814030647278},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.37634867429733276},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32040461897850037},{"id":"https://openalex.org/keywords/algebra-over-a-field","display_name":"Algebra over a field","score":0.2549820840358734},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.11134007573127747},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.05554655194282532}],"concepts":[{"id":"https://openalex.org/C200127275","wikidata":"https://www.wikidata.org/wiki/Q173853","display_name":"Quaternion","level":2,"score":0.938912570476532},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8094803094863892},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5910825729370117},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5859070420265198},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5376227498054504},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5012714862823486},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4968407452106476},{"id":"https://openalex.org/C151640129","wikidata":"https://www.wikidata.org/wiki/Q2835967","display_name":"Quaternion algebra","level":5,"score":0.4277814030647278},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37634867429733276},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32040461897850037},{"id":"https://openalex.org/C136119220","wikidata":"https://www.wikidata.org/wiki/Q1000660","display_name":"Algebra over a field","level":2,"score":0.2549820840358734},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.11134007573127747},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.05554655194282532},{"id":"https://openalex.org/C100899422","wikidata":"https://www.wikidata.org/wiki/Q5058347","display_name":"Cellular algebra","level":4,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C14394260","wikidata":"https://www.wikidata.org/wiki/Q4723980","display_name":"Algebra representation","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ida-160849","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-160849","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1526146785","https://openalex.org/W1536525383","https://openalex.org/W2012898329","https://openalex.org/W2065429801","https://openalex.org/W2075758299","https://openalex.org/W2097446478","https://openalex.org/W2128618097","https://openalex.org/W2131678886","https://openalex.org/W2139212933","https://openalex.org/W2145023731","https://openalex.org/W2148603752","https://openalex.org/W2157239837","https://openalex.org/W2597467964","https://openalex.org/W2801844694","https://openalex.org/W2978788383","https://openalex.org/W4253416330","https://openalex.org/W4299816793","https://openalex.org/W6679217330"],"related_works":["https://openalex.org/W2058788062","https://openalex.org/W4362700167","https://openalex.org/W775106713","https://openalex.org/W2946572075","https://openalex.org/W4291249731","https://openalex.org/W2949247699","https://openalex.org/W2377268185","https://openalex.org/W4297956193","https://openalex.org/W1761476797","https://openalex.org/W2749494690"],"abstract_inverted_index":{"This":[0],"paper":[1],"is":[2],"concerned":[3],"with":[4],"the":[5,16,28,33],"Quaternion":[6],"Support":[7,20],"Vector":[8,21],"Machines":[9],"for":[10],"classification":[11],"as":[12],"a":[13],"generalization":[14],"of":[15,30],"real-":[17],"and":[18],"complex-valued":[19],"Machines.":[22],"In":[23],"this":[24],"framework":[25],"we":[26],"handle":[27],"design":[29],"kernels":[31],"involving":[32],"Clifford":[34],"or":[35],"quaternion":[36]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
