{"id":"https://openalex.org/W2259270156","doi":"https://doi.org/10.1007/978-3-642-33409-2_4","title":"Support Vector Machine Classification of Protein Sequences to Functional Families Based on Motif Selection","display_name":"Support Vector Machine Classification of Protein Sequences to Functional Families Based on Motif Selection","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2259270156","doi":"https://doi.org/10.1007/978-3-642-33409-2_4","mag":"2259270156"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-33409-2_4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-33409-2_4","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-33409-2_4.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/10.1007/978-3-642-33409-2_4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073163071","display_name":"Danai Georgara","orcid":null},"institutions":[{"id":"https://openalex.org/I187792471","display_name":"Ionian University","ror":"https://ror.org/01xm4n520","country_code":"GR","type":"education","lineage":["https://openalex.org/I187792471"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Danai Georgara","raw_affiliation_strings":["Department of Informatics, Ionian University, 7 Tsirigoti Square, 49100, Corfu, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Ionian University, 7 Tsirigoti Square, 49100, Corfu, Greece","institution_ids":["https://openalex.org/I187792471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002938093","display_name":"Katia Lida Kermanidis","orcid":"https://orcid.org/0000-0002-3270-5078"},"institutions":[{"id":"https://openalex.org/I187792471","display_name":"Ionian University","ror":"https://ror.org/01xm4n520","country_code":"GR","type":"education","lineage":["https://openalex.org/I187792471"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Katia L. Kermanidis","raw_affiliation_strings":["Department of Informatics, Ionian University, 7 Tsirigoti Square, 49100, Corfu, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Ionian University, 7 Tsirigoti Square, 49100, Corfu, Greece","institution_ids":["https://openalex.org/I187792471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009024599","display_name":"Ioannis Mariolis","orcid":"https://orcid.org/0000-0002-9507-5026"},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]},{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Mariolis","raw_affiliation_strings":["Information Technologies Institute, CERTH, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Information Technologies Institute, CERTH, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073163071"],"corresponding_institution_ids":["https://openalex.org/I187792471"],"apc_list":null,"apc_paid":null,"fwci":0.539,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74030981,"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":"28","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9998000264167786,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9998000264167786,"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":0.998199999332428,"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/T10044","display_name":"Protein Structure and Dynamics","score":0.989799976348877,"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/support-vector-machine","display_name":"Support vector machine","score":0.7385145425796509},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7076480388641357},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6680426597595215},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6628636121749878},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5532172322273254},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5484684705734253},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5436382293701172},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.5290892124176025},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5189473628997803},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5130776166915894},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.45760607719421387},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.44173699617385864},{"id":"https://openalex.org/keywords/structured-support-vector-machine","display_name":"Structured support vector machine","score":0.4356684386730194},{"id":"https://openalex.org/keywords/relevance-vector-machine","display_name":"Relevance vector machine","score":0.4280725121498108},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32879015803337097}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7385145425796509},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7076480388641357},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6680426597595215},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6628636121749878},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5532172322273254},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5484684705734253},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5436382293701172},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.5290892124176025},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5189473628997803},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5130776166915894},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.45760607719421387},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.44173699617385864},{"id":"https://openalex.org/C125168437","wikidata":"https://www.wikidata.org/wiki/Q7625184","display_name":"Structured support vector machine","level":3,"score":0.4356684386730194},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.4280725121498108},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32879015803337097}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-33409-2_4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-33409-2_4","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-33409-2_4.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-01521388v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01521388","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":"8th International Conference on Artificial Intelligence Applications and Innovations (AIAI), Sep 2012, Halkidiki, Greece. pp.28-36, ⟨10.1007/978-3-642-33409-2_4⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.1007/978-3-642-33409-2_4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-33409-2_4","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-33409-2_4.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":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2259270156.pdf","grobid_xml":"https://content.openalex.org/works/W2259270156.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W854322902","https://openalex.org/W1756265184","https://openalex.org/W1822476439","https://openalex.org/W1933674367","https://openalex.org/W2017337590","https://openalex.org/W2026535637","https://openalex.org/W2106559465","https://openalex.org/W2111439426","https://openalex.org/W2113668251","https://openalex.org/W2118064259","https://openalex.org/W2129725726","https://openalex.org/W2132360865","https://openalex.org/W2139212933","https://openalex.org/W2143426320","https://openalex.org/W2156909104","https://openalex.org/W2790528949","https://openalex.org/W2797997487","https://openalex.org/W2915741444","https://openalex.org/W4230674625","https://openalex.org/W4233352708","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4291214623","https://openalex.org/W147281455","https://openalex.org/W2119118554","https://openalex.org/W2352397209","https://openalex.org/W2189588699","https://openalex.org/W2565312173","https://openalex.org/W2387907531","https://openalex.org/W2356478727","https://openalex.org/W2349452475","https://openalex.org/W2544750528"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}