{"id":"https://openalex.org/W4224130893","doi":"https://doi.org/10.1007/s11227-022-04500-9","title":"HSVNN: an efficient medical data classification using dimensionality reduction combined with hybrid support vector neural network","display_name":"HSVNN: an efficient medical data classification using dimensionality reduction combined with hybrid support vector neural network","publication_year":2022,"publication_date":"2022-04-18","ids":{"openalex":"https://openalex.org/W4224130893","doi":"https://doi.org/10.1007/s11227-022-04500-9"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-022-04500-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-022-04500-9","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","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/A5065736785","display_name":"P. Prakash","orcid":"https://orcid.org/0000-0002-6392-5532"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"P. N. Senthil Prakash","raw_affiliation_strings":["RMK College of Engineering and Technology, Chennai, Tamil Nadu, India"],"raw_orcid":"https://orcid.org/0000-0002-6392-5532","affiliations":[{"raw_affiliation_string":"RMK College of Engineering and Technology, Chennai, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102781137","display_name":"N. Rajkumar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095238","display_name":"KG Hospital","ror":"https://ror.org/00qe7ms27","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210095238"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N. Rajkumar","raw_affiliation_strings":["KGiSL Institute of Technology, Coimbatore, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KGiSL Institute of Technology, Coimbatore, Tamil Nadu, India","institution_ids":["https://openalex.org/I4210095238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5065736785"],"corresponding_institution_ids":[],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.6076,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.63518755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"78","issue":"13","first_page":"15439","last_page":"15462"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9739000201225281,"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/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.8269472122192383},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8220415711402893},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6451253294944763},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5645371675491333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.562416136264801},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5457968711853027},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5368151664733887},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5326884388923645},{"id":"https://openalex.org/keywords/data-classification","display_name":"Data classification","score":0.4855491816997528},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.47336050868034363},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4724835753440857},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4477274715900421},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.41848036646842957},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40124714374542236}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.8269472122192383},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8220415711402893},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6451253294944763},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5645371675491333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.562416136264801},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5457968711853027},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5368151664733887},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5326884388923645},{"id":"https://openalex.org/C2780724565","wikidata":"https://www.wikidata.org/wiki/Q5227256","display_name":"Data classification","level":2,"score":0.4855491816997528},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.47336050868034363},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4724835753440857},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4477274715900421},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.41848036646842957},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40124714374542236},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/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/s11227-022-04500-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-022-04500-9","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","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":19,"referenced_works":["https://openalex.org/W398397131","https://openalex.org/W1978142137","https://openalex.org/W2006303461","https://openalex.org/W2033432003","https://openalex.org/W2054804336","https://openalex.org/W2096683380","https://openalex.org/W2103423124","https://openalex.org/W2108090678","https://openalex.org/W2128985829","https://openalex.org/W2148002238","https://openalex.org/W2152993203","https://openalex.org/W2166105333","https://openalex.org/W2508284143","https://openalex.org/W2549966893","https://openalex.org/W2612208308","https://openalex.org/W2790137849","https://openalex.org/W2809284974","https://openalex.org/W2901840819","https://openalex.org/W3003617865"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W3089231081","https://openalex.org/W2093956241","https://openalex.org/W2354420595","https://openalex.org/W1991717446"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
