{"id":"https://openalex.org/W2810696057","doi":"https://doi.org/10.1007/978-981-10-8055-5_3","title":"A Study of High-Dimensional Data Imputation Using Additive LASSO Regression Model","display_name":"A Study of High-Dimensional Data Imputation Using Additive LASSO Regression Model","publication_year":2018,"publication_date":"2018-07-03","ids":{"openalex":"https://openalex.org/W2810696057","doi":"https://doi.org/10.1007/978-981-10-8055-5_3","mag":"2810696057"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-10-8055-5_3","doi":"https://doi.org/10.1007/978-981-10-8055-5_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-10-8055-5_3","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4288897793","display_name":"Computational Intelligence in Data Mining"},"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/A5108041079","display_name":"K. Lavanya","orcid":"https://orcid.org/0000-0002-2961-321X","observed_orcids":["https://orcid.org/0000-0002-2961-321X"]},"institutions":[{"id":"https://openalex.org/I52035452","display_name":"Jawaharlal Nehru Technological University Anantapur","ror":"https://ror.org/02rw39616","country_code":"IN","type":"education","lineage":["https://openalex.org/I52035452"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"K. Lavanya","raw_affiliation_strings":["Department of Computer Science and Engineering, JNTUA, Anantapur, 515822, Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, JNTUA, Anantapur, 515822, Andhra Pradesh, India","institution_ids":["https://openalex.org/I52035452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033769301","display_name":"L. S. S. Reddy","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"L. S. S. Reddy","raw_affiliation_strings":["Department of Computer Science and Engineering, KLU, Guntur, 522502, Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, KLU, Guntur, 522502, Andhra Pradesh, India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043106273","display_name":"B. Eswara Reddy","orcid":"https://orcid.org/0009-0003-8904-4682","observed_orcids":["https://orcid.org/0009-0003-8904-4682"]},"institutions":[{"id":"https://openalex.org/I52035452","display_name":"Jawaharlal Nehru Technological University Anantapur","ror":"https://ror.org/02rw39616","country_code":"IN","type":"education","lineage":["https://openalex.org/I52035452"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. Eswara Reddy","raw_affiliation_strings":["Department of Computer Science, JNTUA, Anantapur, 517234, Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, JNTUA, Anantapur, 517234, Andhra Pradesh, India","institution_ids":["https://openalex.org/I52035452"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5108041079"],"corresponding_institution_ids":["https://openalex.org/I52035452"],"apc_list":null,"apc_paid":null,"fwci":4.083,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.93229292,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.8701000213623047,"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.8701000213623047,"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/T10136","display_name":"Statistical Methods and Inference","score":0.014700000174343586,"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/T13141","display_name":"Statistical Methods and Applications","score":0.014100000262260437,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/missing-data-imputation","display_name":"missing data imputation","score":0.847000002861023},{"id":"https://openalex.org/keywords/high-dimensional-data","display_name":"high-dimensional data","score":0.8619999885559082},{"id":"https://openalex.org/keywords/multiple-imputation","display_name":"multiple imputation","score":0.9639999866485596},{"id":"https://openalex.org/keywords/mean-imputation","display_name":"mean imputation","score":0.9089999794960022},{"id":"https://openalex.org/keywords/comparison-of-imputation-methods","display_name":"imputation method comparison","score":0.5619999766349792}],"concepts":[{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.6288749575614929},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.5630795359611511},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4896860420703888},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4598385691642761},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4298495650291443},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31528598070144653},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.10936355590820312},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.046040087938308716}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-10-8055-5_3","doi":"https://doi.org/10.1007/978-981-10-8055-5_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-10-8055-5_3","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1957946432","https://openalex.org/W2031668066","https://openalex.org/W2044758663","https://openalex.org/W2063329307","https://openalex.org/W2076261949","https://openalex.org/W2078965693","https://openalex.org/W2118502261","https://openalex.org/W2122622124","https://openalex.org/W2127841934","https://openalex.org/W2158985195","https://openalex.org/W2174160981","https://openalex.org/W2181058803","https://openalex.org/W2238421080","https://openalex.org/W2317312849","https://openalex.org/W2339043257","https://openalex.org/W2340023595","https://openalex.org/W2340657965","https://openalex.org/W2480680997"],"related_works":["https://openalex.org/W4411600720","https://openalex.org/W2046833400","https://openalex.org/W4293819403","https://openalex.org/W2965517341","https://openalex.org/W7171291371","https://openalex.org/W4399876551","https://openalex.org/W4378419885","https://openalex.org/W3001934349","https://openalex.org/W3045933559","https://openalex.org/W3179712298"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2018-07-10T00:00:00"}