{"id":"https://openalex.org/W4402938787","doi":"https://doi.org/10.1007/978-3-031-68905-5_24","title":"A Comparison of Cox Model and Machine Learning Techniques in the High-Dimensional Survival Data","display_name":"A Comparison of Cox Model and Machine Learning Techniques in the High-Dimensional Survival Data","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402938787","doi":"https://doi.org/10.1007/978-3-031-68905-5_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-68905-5_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-68905-5_24","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5059641540","display_name":"S. Suresh","orcid":null},"institutions":[{"id":"https://openalex.org/I215927","display_name":"University of Madras","ror":"https://ror.org/04jmt9361","country_code":"IN","type":"education","lineage":["https://openalex.org/I215927"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"S. Suresh","raw_affiliation_strings":["Department of Statistics, University of Madras, Chennai, India"],"raw_orcid":"https://orcid.org/0000-0003-1894-8548","affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Madras, Chennai, India","institution_ids":["https://openalex.org/I215927"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101858005","display_name":"P. Divya","orcid":null},"institutions":[{"id":"https://openalex.org/I215927","display_name":"University of Madras","ror":"https://ror.org/04jmt9361","country_code":"IN","type":"education","lineage":["https://openalex.org/I215927"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. Divya","raw_affiliation_strings":["Department of Statistics, University of Madras, Chennai, India"],"raw_orcid":"https://orcid.org/0000-0002-1790-8408","affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Madras, Chennai, India","institution_ids":["https://openalex.org/I215927"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007501672","display_name":"M. Ramadurai","orcid":null},"institutions":[{"id":"https://openalex.org/I215927","display_name":"University of Madras","ror":"https://ror.org/04jmt9361","country_code":"IN","type":"education","lineage":["https://openalex.org/I215927"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Ramadurai","raw_affiliation_strings":["Department of Statistics, University of Madras, Chennai, India"],"raw_orcid":"https://orcid.org/0000-0001-7067-8827","affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Madras, Chennai, India","institution_ids":["https://openalex.org/I215927"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059641540"],"corresponding_institution_ids":["https://openalex.org/I215927"],"apc_list":null,"apc_paid":null,"fwci":5.889,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.96095153,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"266","last_page":"277"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9825000166893005,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9783999919891357,"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/computer-science","display_name":"Computer science","score":0.5400453805923462},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4273759424686432}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5400453805923462},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4273759424686432}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-68905-5_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-68905-5_24","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1533335653","https://openalex.org/W1965801346","https://openalex.org/W1980485115","https://openalex.org/W2019818855","https://openalex.org/W2052825782","https://openalex.org/W2064491951","https://openalex.org/W2070216889","https://openalex.org/W2084139018","https://openalex.org/W2110146199","https://openalex.org/W2126075162","https://openalex.org/W2135046866","https://openalex.org/W2296718190","https://openalex.org/W2804586924","https://openalex.org/W2805004530","https://openalex.org/W2911964244","https://openalex.org/W2963232127","https://openalex.org/W3039562566","https://openalex.org/W3147894994","https://openalex.org/W4205944574","https://openalex.org/W4212883601","https://openalex.org/W4234698323","https://openalex.org/W4242614154","https://openalex.org/W4288770119","https://openalex.org/W4387601128"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}