{"id":"https://openalex.org/W174535749","doi":"https://doi.org/10.1007/978-3-642-23957-1_50","title":"Information-Preserving Techniques Improve Chemosensitivity Prediction of Tumours Based on Expression Profiles","display_name":"Information-Preserving Techniques Improve Chemosensitivity Prediction of Tumours Based on Expression Profiles","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W174535749","doi":"https://doi.org/10.1007/978-3-642-23957-1_50","mag":"174535749"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-23957-1_50","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-23957-1_50","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-23957-1_50.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"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":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-23957-1_50.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015461692","display_name":"Eleni Christodoulou","orcid":"https://orcid.org/0000-0002-9209-8425"},"institutions":[{"id":"https://openalex.org/I4210121775","display_name":"FORTH Institute of Computer Science","ror":"https://ror.org/02tf48g55","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210121775","https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"E. G. Christodoulou","raw_affiliation_strings":["Bioinformatics Laboratory, ICS-FORTH, Heraklion, Crete, Greece"],"affiliations":[{"raw_affiliation_string":"Bioinformatics Laboratory, ICS-FORTH, Heraklion, Crete, Greece","institution_ids":["https://openalex.org/I4210121775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020080602","display_name":"Oluf Dimitri R\u00f8e","orcid":"https://orcid.org/0000-0002-4870-5822"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"O. D. R\u00f8e","raw_affiliation_strings":["Dept. of Cancer Research and Molecular Med., NTNU, Norway"],"affiliations":[{"raw_affiliation_string":"Dept. of Cancer Research and Molecular Med., NTNU, Norway","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061293835","display_name":"Amos Folarin","orcid":"https://orcid.org/0000-0002-0333-1927"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"A. Folarin","raw_affiliation_strings":["University College London, UK"],"affiliations":[{"raw_affiliation_string":"University College London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070582381","display_name":"Ioannis Tsamardinos","orcid":"https://orcid.org/0000-0002-2492-959X"},"institutions":[{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]},{"id":"https://openalex.org/I4210121775","display_name":"FORTH Institute of Computer Science","ror":"https://ror.org/02tf48g55","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210121775","https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"I. Tsamardinos","raw_affiliation_strings":["Bioinformatics Laboratory, ICS-FORTH, Heraklion, Crete, Greece","Computer Science Department, University of Crete, Greece"],"affiliations":[{"raw_affiliation_string":"Bioinformatics Laboratory, ICS-FORTH, Heraklion, Crete, Greece","institution_ids":["https://openalex.org/I4210121775"]},{"raw_affiliation_string":"Computer Science Department, University of Crete, Greece","institution_ids":["https://openalex.org/I142617266"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5015461692"],"corresponding_institution_ids":["https://openalex.org/I4210121775"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0579582,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"453","last_page":"462"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9995999932289124,"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":0.9995999932289124,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9972000122070312,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.993399977684021,"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/univariate","display_name":"Univariate","score":0.8662558794021606},{"id":"https://openalex.org/keywords/sigmoid-function","display_name":"Sigmoid function","score":0.6034387350082397},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4668481945991516},{"id":"https://openalex.org/keywords/predictive-value","display_name":"Predictive value","score":0.4605947732925415},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.45715564489364624},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.449749231338501},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.43942078948020935},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.4205889105796814},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3817751705646515},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3451223075389862},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.300895631313324},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.29540717601776123},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.22807103395462036},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2257460057735443},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.19474637508392334},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.16128009557724},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.11865207552909851},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08946055173873901}],"concepts":[{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.8662558794021606},{"id":"https://openalex.org/C81388566","wikidata":"https://www.wikidata.org/wiki/Q526668","display_name":"Sigmoid function","level":3,"score":0.6034387350082397},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4668481945991516},{"id":"https://openalex.org/C3019719930","wikidata":"https://www.wikidata.org/wiki/Q3910099","display_name":"Predictive value","level":2,"score":0.4605947732925415},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.45715564489364624},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.449749231338501},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.43942078948020935},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.4205889105796814},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3817751705646515},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3451223075389862},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.300895631313324},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29540717601776123},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.22807103395462036},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2257460057735443},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.19474637508392334},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16128009557724},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.11865207552909851},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08946055173873901},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-23957-1_50","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-23957-1_50","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-23957-1_50.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"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-01571361v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01571361","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":"12th Engineering Applications of Neural Networks (EANN 2011) and 7th Artificial Intelligence Applications and Innovations (AIAI), Sep 2011, Corfu, Greece. pp.453-462, ⟨10.1007/978-3-642-23957-1_50⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.1007/978-3-642-23957-1_50","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-23957-1_50","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-23957-1_50.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"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":[{"score":0.8399999737739563,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W174535749.pdf","grobid_xml":"https://content.openalex.org/works/W174535749.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1973214920","https://openalex.org/W1989654707","https://openalex.org/W1992897439","https://openalex.org/W1998576290","https://openalex.org/W2002628999","https://openalex.org/W2009623159","https://openalex.org/W2016907728","https://openalex.org/W2038736919","https://openalex.org/W2061000157","https://openalex.org/W2069373412","https://openalex.org/W2069687969","https://openalex.org/W2078709792","https://openalex.org/W2087347434","https://openalex.org/W2090026435","https://openalex.org/W2107515803","https://openalex.org/W2115358726","https://openalex.org/W2120934175","https://openalex.org/W2122128696","https://openalex.org/W2133091666","https://openalex.org/W2143627563","https://openalex.org/W2151007190","https://openalex.org/W2153635508","https://openalex.org/W2164756216","https://openalex.org/W2165190832","https://openalex.org/W2747566783","https://openalex.org/W2889710528"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2778153218","https://openalex.org/W1531601525","https://openalex.org/W4385957115","https://openalex.org/W2061372042","https://openalex.org/W3047779762","https://openalex.org/W1520030019"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}