{"id":"https://openalex.org/W2248529323","doi":"https://doi.org/10.1007/978-3-642-41142-7_32","title":"Gene Prioritization for Inference of Robust Composite Diagnostic Signatures in the Case of Melanoma","display_name":"Gene Prioritization for Inference of Robust Composite Diagnostic Signatures in the Case of Melanoma","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2248529323","doi":"https://doi.org/10.1007/978-3-642-41142-7_32","mag":"2248529323"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-41142-7_32","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-41142-7_32","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-41142-7_32.pdf","source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-41142-7_32.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045630754","display_name":"Ioannis Valavanis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127711","display_name":"National Hellenic Research Foundation","ror":"https://ror.org/033m02g29","country_code":"GR","type":"funder","lineage":["https://openalex.org/I4210127711"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Valavanis","raw_affiliation_strings":["Institute of Biology, Medicinal Chemistry & Biotechnology, National Hellenic Research Foundation, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biology, Medicinal Chemistry & Biotechnology, National Hellenic Research Foundation, Athens, Greece","institution_ids":["https://openalex.org/I4210127711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050246862","display_name":"\u039a\u03c9\u03bd\u03c3\u03c4\u03b1\u03bd\u03c4\u03af\u03bd\u03bf\u03c2 \u039c\u03bf\u03cd\u03c4\u03c3\u03b5\u03bb\u03bf\u03c2","orcid":"https://orcid.org/0000-0002-6759-8540"},"institutions":[{"id":"https://openalex.org/I179161674","display_name":"Technological Educational Institute of Central Greece","ror":"https://ror.org/03ed9w591","country_code":"GR","type":"education","lineage":["https://openalex.org/I179161674"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kostantinos Moutselos","raw_affiliation_strings":["Department of Biomedical Informatics, University of Central Greece, Lamia, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Central Greece, Lamia, Greece","institution_ids":["https://openalex.org/I179161674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013025849","display_name":"Ilias Maglogiannis","orcid":"https://orcid.org/0000-0003-2860-399X"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ilias Maglogiannis","raw_affiliation_strings":["University of Piraeus, Dept. of Digital Systems, Piraeus, Greece","Dept. of Digital Systems, University of Piraeus, Piraeus, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Piraeus, Dept. of Digital Systems, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]},{"raw_affiliation_string":"Dept. of Digital Systems, University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067189264","display_name":"Aristotelis Chatziioannou","orcid":"https://orcid.org/0000-0003-2078-0844"},"institutions":[{"id":"https://openalex.org/I4210127711","display_name":"National Hellenic Research Foundation","ror":"https://ror.org/033m02g29","country_code":"GR","type":"funder","lineage":["https://openalex.org/I4210127711"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Aristotelis Chatziioannou","raw_affiliation_strings":["Institute of Biology, Medicinal Chemistry & Biotechnology, National Hellenic Research Foundation, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biology, Medicinal Chemistry & Biotechnology, National Hellenic Research Foundation, Athens, Greece","institution_ids":["https://openalex.org/I4210127711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22623239,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"311","last_page":"317"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9962000250816345,"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":0.9962000250816345,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/inference","display_name":"Inference","score":0.58031165599823},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.508307158946991},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48984166979789734},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44598615169525146},{"id":"https://openalex.org/keywords/gene-selection","display_name":"Gene selection","score":0.4458999037742615},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43792724609375},{"id":"https://openalex.org/keywords/prioritization","display_name":"Prioritization","score":0.431052029132843},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.412770539522171},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.41068127751350403},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.3427964448928833},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.340421199798584},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.22134920954704285},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.21721932291984558},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.21480029821395874},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.161566823720932},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.13350576162338257},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08871731162071228}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.58031165599823},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.508307158946991},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48984166979789734},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44598615169525146},{"id":"https://openalex.org/C2984324147","wikidata":"https://www.wikidata.org/wiki/Q3080021","display_name":"Gene selection","level":5,"score":0.4458999037742615},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43792724609375},{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.431052029132843},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.412770539522171},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.41068127751350403},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.3427964448928833},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.340421199798584},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.22134920954704285},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.21721932291984558},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.21480029821395874},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.161566823720932},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.13350576162338257},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08871731162071228},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-642-41142-7_32","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-41142-7_32","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-41142-7_32.pdf","source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-01459627v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01459627","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"9th Artificial Intelligence Applications and Innovations (AIAI), Sep 2013, Paphos, Greece. pp.311-317, ⟨10.1007/978-3-642-41142-7_32⟩","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:ir.lib.uth.gr:11615/34244","is_oa":false,"landing_page_url":"http://hdl.handle.net/11615/34244","pdf_url":null,"source":{"id":"https://openalex.org/S4306400243","display_name":"University of Thessaly Institutional Repository (University of Thessaly)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145722265","host_organization_name":"University of Thessaly","host_organization_lineage":["https://openalex.org/I145722265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.scopus.com/inward/record.url?eid=2-s2.0-84894088906&partnerID=40&md5=507764d86f7a4645b76d7c4f2d1d953d","raw_type":"other"}],"best_oa_location":{"id":"doi:10.1007/978-3-642-41142-7_32","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-41142-7_32","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-41142-7_32.pdf","source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2248529323.pdf","grobid_xml":"https://content.openalex.org/works/W2248529323.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W64649378","https://openalex.org/W1553187503","https://openalex.org/W1555113486","https://openalex.org/W1603471524","https://openalex.org/W1989029988","https://openalex.org/W2066207426","https://openalex.org/W2094678200","https://openalex.org/W2097067070","https://openalex.org/W2126324288","https://openalex.org/W2134786310","https://openalex.org/W2135514714","https://openalex.org/W2175288397","https://openalex.org/W2478849970","https://openalex.org/W2502815873"],"related_works":["https://openalex.org/W2506292322","https://openalex.org/W4283209547","https://openalex.org/W4367627632","https://openalex.org/W2184980933","https://openalex.org/W653452717","https://openalex.org/W2554445088","https://openalex.org/W2335661150","https://openalex.org/W1595456161","https://openalex.org/W2621003306","https://openalex.org/W4210478379"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}