{"id":"https://openalex.org/W1553630105","doi":"https://doi.org/10.1007/978-3-642-15819-3_29","title":"Machine Learning and Personalized Modeling Based Gene Selection for Acute GvHD Gene Expression Data Analysis","display_name":"Machine Learning and Personalized Modeling Based Gene Selection for Acute GvHD Gene Expression Data Analysis","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W1553630105","doi":"https://doi.org/10.1007/978-3-642-15819-3_29","mag":"1553630105"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-15819-3_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-15819-3_29","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5061425099","display_name":"Maurizio Fiasch\u00e9","orcid":"https://orcid.org/0000-0002-9253-7272"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Maurizio Fiasch\u00e9","raw_affiliation_strings":["DIMET, University \u201cMediterranea\u201d of Reggio Calabria, Italy","Transplant Regional Center of Stem Cells and Cellular Therapy, \u201dA. Neri\u201d, Reggio Calabria, Italy","DIMET, University Mediterranea of Reggio Calabria, Italy and Transplant Regional Center of Stem Cells and Cellular Therapy, \"A. Neri, Reggio Calabria, Italy#TAB#"],"affiliations":[{"raw_affiliation_string":"DIMET, University \u201cMediterranea\u201d of Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"Transplant Regional Center of Stem Cells and Cellular Therapy, \u201dA. Neri\u201d, Reggio Calabria, Italy","institution_ids":[]},{"raw_affiliation_string":"DIMET, University Mediterranea of Reggio Calabria, Italy and Transplant Regional Center of Stem Cells and Cellular Therapy, \"A. Neri, Reggio Calabria, Italy#TAB#","institution_ids":["https://openalex.org/I59725666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025721904","display_name":"Maria Cuzzola","orcid":"https://orcid.org/0000-0001-8749-5402"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maria Cuzzola","raw_affiliation_strings":["Transplant Regional Center of Stem Cells and Cellular Therapy, \u201dA. Neri\u201d, Reggio Calabria, Italy","Transplant Regional Center of Stem Cells and Cellular Therapy, A. Neri, Reggio Calabria, Italy#TAB#"],"affiliations":[{"raw_affiliation_string":"Transplant Regional Center of Stem Cells and Cellular Therapy, \u201dA. Neri\u201d, Reggio Calabria, Italy","institution_ids":[]},{"raw_affiliation_string":"Transplant Regional Center of Stem Cells and Cellular Therapy, A. Neri, Reggio Calabria, Italy#TAB#","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001406717","display_name":"Roberta Fedele","orcid":"https://orcid.org/0000-0002-2024-9781"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Roberta Fedele","raw_affiliation_strings":["Transplant Regional Center of Stem Cells and Cellular Therapy, \u201dA. Neri\u201d, Reggio Calabria, Italy","Transplant Regional Center of Stem Cells and Cellular Therapy, A. Neri, Reggio Calabria, Italy#TAB#"],"affiliations":[{"raw_affiliation_string":"Transplant Regional Center of Stem Cells and Cellular Therapy, \u201dA. Neri\u201d, Reggio Calabria, Italy","institution_ids":[]},{"raw_affiliation_string":"Transplant Regional Center of Stem Cells and Cellular Therapy, A. Neri, Reggio Calabria, Italy#TAB#","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063564306","display_name":"Pasquale Iacopino","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pasquale Iacopino","raw_affiliation_strings":["Transplant Regional Center of Stem Cells and Cellular Therapy, \u201dA. Neri\u201d, Reggio Calabria, Italy","Transplant Regional Center of Stem Cells and Cellular Therapy, A. Neri, Reggio Calabria, Italy#TAB#"],"affiliations":[{"raw_affiliation_string":"Transplant Regional Center of Stem Cells and Cellular Therapy, \u201dA. Neri\u201d, Reggio Calabria, Italy","institution_ids":[]},{"raw_affiliation_string":"Transplant Regional Center of Stem Cells and Cellular Therapy, A. Neri, Reggio Calabria, Italy#TAB#","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068143882","display_name":"Francesco Carlo Morabito","orcid":"https://orcid.org/0000-0003-0734-9136"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco C. Morabito","raw_affiliation_strings":["DIMET, University \u201cMediterranea\u201d of Reggio Calabria, Italy","DIMET, University Mediterranea of Reggio Calabria, Italy#TAB#"],"affiliations":[{"raw_affiliation_string":"DIMET, University \u201cMediterranea\u201d of Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"DIMET, University Mediterranea of Reggio Calabria, Italy#TAB#","institution_ids":["https://openalex.org/I59725666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5061425099"],"corresponding_institution_ids":["https://openalex.org/I59725666"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.9245,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.86592063,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"217","last_page":"223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9973999857902527,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9973999857902527,"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/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9556000232696533,"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9420999884605408,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.768346905708313},{"id":"https://openalex.org/keywords/gene-selection","display_name":"Gene selection","score":0.7586176991462708},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5988415479660034},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5286643505096436},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5274990797042847},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.467072069644928},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4519651532173157},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"Personalized medicine","score":0.44473716616630554},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4387474060058594},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3813662528991699},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.3615252375602722},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.344965398311615},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.2943916618824005},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.10834571719169617}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.768346905708313},{"id":"https://openalex.org/C2984324147","wikidata":"https://www.wikidata.org/wiki/Q3080021","display_name":"Gene selection","level":5,"score":0.7586176991462708},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5988415479660034},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5286643505096436},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5274990797042847},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.467072069644928},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4519651532173157},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.44473716616630554},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4387474060058594},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3813662528991699},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3615252375602722},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.344965398311615},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.2943916618824005},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.10834571719169617},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-15819-3_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-15819-3_29","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1485614423","https://openalex.org/W1512098439","https://openalex.org/W1520101322","https://openalex.org/W1582813132","https://openalex.org/W1604938182","https://openalex.org/W1680831045","https://openalex.org/W2128736718","https://openalex.org/W2148379945","https://openalex.org/W2170679550","https://openalex.org/W2171297314","https://openalex.org/W2218178878"],"related_works":["https://openalex.org/W2531653299","https://openalex.org/W4232007288","https://openalex.org/W2755856286","https://openalex.org/W1495335563","https://openalex.org/W343696274","https://openalex.org/W2023474976","https://openalex.org/W4246843226","https://openalex.org/W1995862559","https://openalex.org/W3120424762","https://openalex.org/W4323967384"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
