{"id":"https://openalex.org/W4394093092","doi":"https://doi.org/10.6084/m9.figshare.c.3696256_d4","title":"Additional file 5: of Distribution based nearest neighbor imputation for truncated high dimensional data with applications to pre-clinical and clinical metabolomics studies","display_name":"Additional file 5: of Distribution based nearest neighbor imputation for truncated high dimensional data with applications to pre-clinical and clinical metabolomics studies","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W4394093092","doi":"https://doi.org/10.6084/m9.figshare.c.3696256_d4"},"language":"en","primary_location":{"id":"pmh:oai:figshare.com:article/4669993","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/dataset/Additional_file_5_of_Distribution_based_nearest_neighbor_imputation_for_truncated_high_dimensional_data_with_applications_to_pre-clinical_and_clinical_metabolomics_studies/4669993","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Dataset"},"volume":null,"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/dataset/Additional_file_5_of_Distribution_based_nearest_neighbor_imputation_for_truncated_high_dimensional_data_with_applications_to_pre-clinical_and_clinical_metabolomics_studies/4669993","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048121336","display_name":"Jasmit Shah","orcid":"https://orcid.org/0000-0002-7957-5426","observed_orcids":["https://orcid.org/0000-0002-7957-5426"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jasmit Shah","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046209577","display_name":"Shesh Nath Rai","orcid":"https://orcid.org/0000-0002-8377-353X","observed_orcids":["https://orcid.org/0000-0002-8377-353X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shesh Rai","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017391708","display_name":"Andrew Paul DeFilippis","orcid":"https://orcid.org/0000-0002-5135-9748","observed_orcids":["https://orcid.org/0000-0002-5135-9748"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"DeFilippis, Andrew","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061922767","display_name":"Bradford G. Hill","orcid":"https://orcid.org/0000-0001-5332-8286","observed_orcids":["https://orcid.org/0000-0001-5332-8286"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hill, Bradford","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012248310","display_name":"Aruni Bhatnagar","orcid":"https://orcid.org/0000-0001-6818-0384","observed_orcids":["https://orcid.org/0000-0001-6818-0384"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aruni Bhatnagar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5035224040","display_name":"Guy Nathaniel Brock","orcid":"https://orcid.org/0000-0001-5317-079X","observed_orcids":["https://orcid.org/0000-0001-5317-079X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brock, Guy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.8661999702453613,"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/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.8661999702453613,"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/T10885","display_name":"Gene expression and cancer classification","score":0.043299999088048935,"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.017500000074505806,"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":0.8519999980926514},{"id":"https://openalex.org/keywords/truncated-data","display_name":"truncated data","score":0.7039999961853027},{"id":"https://openalex.org/keywords/high-dimensional-data","display_name":"high-dimensional data","score":0.9800000190734863},{"id":"https://openalex.org/keywords/metabolomics","display_name":"metabolomics","score":0.9679999947547913}],"concepts":[{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.6970430612564087},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.644766092300415},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5565478801727295},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49872779846191406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1957838237285614},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.17200985550880432},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12320777773857117}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:figshare.com:article/4669993","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/dataset/Additional_file_5_of_Distribution_based_nearest_neighbor_imputation_for_truncated_high_dimensional_data_with_applications_to_pre-clinical_and_clinical_metabolomics_studies/4669993","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Dataset"},{"id":"doi:10.6084/m9.figshare.c.3696256_d4","doi":"https://doi.org/10.6084/m9.figshare.c.3696256_d4","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.c.3696256_d4","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},{"id":"doi:10.6084/m9.figshare.c.3696256_d4.v1","doi":"https://doi.org/10.6084/m9.figshare.c.3696256_d4.v1","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.c.3696256_d4.v1","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/4669993","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/dataset/Additional_file_5_of_Distribution_based_nearest_neighbor_imputation_for_truncated_high_dimensional_data_with_applications_to_pre-clinical_and_clinical_metabolomics_studies/4669993","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Dataset"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4394231084","https://openalex.org/W4394496434","https://openalex.org/W7136055172","https://openalex.org/W2590976943","https://openalex.org/W2900612779","https://openalex.org/W2944313865","https://openalex.org/W3109638769","https://openalex.org/W2735727480","https://openalex.org/W6968895602","https://openalex.org/W2884922615"],"abstract_inverted_index":{"R":[0],"code":[1],"for":[2],"the":[3],"Simulation":[4],"datasets.":[5],"(R":[6],"2":[7],"kb)":[8]},"counts_by_year":[],"updated_date":"2026-10-08T09:06:37.294493","created_date":"2024-04-08T00:00:00"}
