{"id":"https://openalex.org/W4293218567","doi":"https://doi.org/10.1007/978-981-16-6616-2_10","title":"Unsupervised Feature Selection Approaches for Medical Dataset Using Soft Computing Techniques","display_name":"Unsupervised Feature Selection Approaches for Medical Dataset Using Soft Computing Techniques","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4293218567","doi":"https://doi.org/10.1007/978-981-16-6616-2_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-16-6616-2_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-6616-2_10","pdf_url":null,"source":{"id":"https://openalex.org/S4210172046","display_name":"Smart innovation, systems and technologies","issn_l":"2190-3018","issn":["2190-3018","2190-3026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Innovation, Systems and Technologies","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":null,"display_name":"G. Jothi","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"G. Jothi","raw_affiliation_strings":["Department of BCA, Sona College of Arts and Science, Salem, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Department of BCA, Sona College of Arts and Science, Salem, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047769783","display_name":"J. Akilandeswari","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"J. Akilandeswari","raw_affiliation_strings":["Department of IT, Sona College of Technology (Autonomous), Salem, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Department of IT, Sona College of Technology (Autonomous), Salem, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072962013","display_name":"S. David Samuel Azariya","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. David Samuel Azariya","raw_affiliation_strings":["Department of IT, Sona College of Technology (Autonomous), Salem, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Department of IT, Sona College of Technology (Autonomous), Salem, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087015357","display_name":"A. Naveenkumar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A. Naveenkumar","raw_affiliation_strings":["Department of IT, Sona College of Technology (Autonomous), Salem, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Department of IT, Sona College of Technology (Autonomous), Salem, Tamil Nadu, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":15.0825,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.9895708,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"105","last_page":"114"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.964900016784668,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.964900016784668,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9639999866485596,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9546999931335449,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7515904903411865},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6579911708831787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6408970355987549},{"id":"https://openalex.org/keywords/soft-set","display_name":"Soft set","score":0.5974416136741638},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5892212986946106},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5884954333305359},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5861495137214661},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.5666226148605347},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.5574625730514526},{"id":"https://openalex.org/keywords/soft-computing","display_name":"Soft computing","score":0.4726031422615051},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4704543352127075},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.467842698097229},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4668824076652527},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.44159069657325745},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2283349335193634},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13170704245567322},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10972896218299866}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7515904903411865},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6579911708831787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6408970355987549},{"id":"https://openalex.org/C2777037408","wikidata":"https://www.wikidata.org/wiki/Q4310193","display_name":"Soft set","level":3,"score":0.5974416136741638},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5892212986946106},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5884954333305359},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5861495137214661},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.5666226148605347},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.5574625730514526},{"id":"https://openalex.org/C140073362","wikidata":"https://www.wikidata.org/wiki/Q738759","display_name":"Soft computing","level":3,"score":0.4726031422615051},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4704543352127075},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.467842698097229},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4668824076652527},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.44159069657325745},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2283349335193634},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13170704245567322},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10972896218299866},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-16-6616-2_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-6616-2_10","pdf_url":null,"source":{"id":"https://openalex.org/S4210172046","display_name":"Smart innovation, systems and technologies","issn_l":"2190-3018","issn":["2190-3018","2190-3026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Innovation, Systems and Technologies","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W23051286","https://openalex.org/W73661539","https://openalex.org/W1978352585","https://openalex.org/W1984938592","https://openalex.org/W2062265200","https://openalex.org/W2146367706","https://openalex.org/W2251133041","https://openalex.org/W2281020383","https://openalex.org/W2334483344","https://openalex.org/W2492639844","https://openalex.org/W2789747195","https://openalex.org/W2790036160","https://openalex.org/W2895298210","https://openalex.org/W3009181500","https://openalex.org/W3037411234","https://openalex.org/W3084554155","https://openalex.org/W3133880498"],"related_works":["https://openalex.org/W4377700919","https://openalex.org/W2095509376","https://openalex.org/W2533491448","https://openalex.org/W2133363928","https://openalex.org/W4213425153","https://openalex.org/W2987481998","https://openalex.org/W2378190508","https://openalex.org/W1536111040","https://openalex.org/W20047544","https://openalex.org/W4390806283"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
