{"id":"https://openalex.org/W2972342014","doi":"https://doi.org/10.1007/s13042-019-01010-8","title":"Special issue on Machine learning approaches and challenges of missing data in the era of big data","display_name":"Special issue on Machine learning approaches and challenges of missing data in the era of big data","publication_year":2019,"publication_date":"2019-09-10","ids":{"openalex":"https://openalex.org/W2972342014","doi":"https://doi.org/10.1007/s13042-019-01010-8","mag":"2972342014"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-019-01010-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13042-019-01010-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13042-019-01010-8.pdf","source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s13042-019-01010-8.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049449184","display_name":"Gwanggil Jeon","orcid":"https://orcid.org/0000-0002-0651-4278"},"institutions":[{"id":"https://openalex.org/I146429904","display_name":"Incheon National University","ror":"https://ror.org/02xf7p935","country_code":"KR","type":"education","lineage":["https://openalex.org/I146429904"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gwanggil Jeon","raw_affiliation_strings":["Incheon National University, 119 Academy-ro, Incheon, 22012, Korea"],"affiliations":[{"raw_affiliation_string":"Incheon National University, 119 Academy-ro, Incheon, 22012, Korea","institution_ids":["https://openalex.org/I146429904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072241102","display_name":"Arun Kumar Sangaiah","orcid":"https://orcid.org/0000-0002-0229-2460"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arun Kumar Sangaiah","raw_affiliation_strings":["VIT University, Vellore, Tamil Nadu, 632014, India"],"affiliations":[{"raw_affiliation_string":"VIT University, Vellore, Tamil Nadu, 632014, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068766583","display_name":"You\u2010Shyang Chen","orcid":"https://orcid.org/0000-0002-3786-2881"},"institutions":[{"id":"https://openalex.org/I88780834","display_name":"Hwa Hsia University of Technology","ror":"https://ror.org/02mfjgm25","country_code":"TW","type":"education","lineage":["https://openalex.org/I88780834"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"You-Shyang Chen","raw_affiliation_strings":["Hwa Hsia University of Technology, No. 111, Gongzhuan Road, New Taipei City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Hwa Hsia University of Technology, No. 111, Gongzhuan Road, New Taipei City, Taiwan","institution_ids":["https://openalex.org/I88780834"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103095309","display_name":"Anand Paul","orcid":"https://orcid.org/0000-0003-3115-2325"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Anand Paul","raw_affiliation_strings":["Kyungpook National University, 80 Daehakro, Daegu, 41566, Korea"],"affiliations":[{"raw_affiliation_string":"Kyungpook National University, 80 Daehakro, Daegu, 41566, Korea","institution_ids":["https://openalex.org/I31419693"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103095309"],"corresponding_institution_ids":["https://openalex.org/I31419693"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":0.4201,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.71151892,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"10","issue":"10","first_page":"2589","last_page":"2591"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9842000007629395,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9842000007629395,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9832000136375427,"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/T14280","display_name":"Big Data Technologies and Applications","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7709386944770813},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.7156051397323608},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6096312999725342},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.541441023349762},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5193163752555847},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.491520494222641},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4300110638141632},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3108904957771301}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7709386944770813},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.7156051397323608},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6096312999725342},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.541441023349762},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5193163752555847},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.491520494222641},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4300110638141632},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3108904957771301}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-019-01010-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13042-019-01010-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13042-019-01010-8.pdf","source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s13042-019-01010-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13042-019-01010-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13042-019-01010-8.pdf","source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2972342014.pdf","grobid_xml":"https://content.openalex.org/works/W2972342014.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W2884334149","https://openalex.org/W2907148972","https://openalex.org/W2907770500","https://openalex.org/W2908143289","https://openalex.org/W2912003885","https://openalex.org/W2943858784"],"related_works":["https://openalex.org/W4380150146","https://openalex.org/W3024870410","https://openalex.org/W2410652950","https://openalex.org/W4390608645","https://openalex.org/W4283773154","https://openalex.org/W3139174110","https://openalex.org/W4289597203","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
