{"id":"https://openalex.org/W1582132385","doi":"https://doi.org/10.1007/978-3-540-75390-2_10","title":"Rule Extraction from SVM for Protein Structure Prediction","display_name":"Rule Extraction from SVM for Protein Structure Prediction","publication_year":2007,"publication_date":"2007-12-26","ids":{"openalex":"https://openalex.org/W1582132385","doi":"https://doi.org/10.1007/978-3-540-75390-2_10","mag":"1582132385"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-75390-2_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-75390-2_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","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/A5101699117","display_name":"Jieyue He","orcid":"https://orcid.org/0000-0002-3265-3351"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jieyue He","raw_affiliation_strings":["School of Computer Science and Engineering, Southeast University, NJ, 210096, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Southeast University, NJ, 210096, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046995697","display_name":"Hae\u2010Jin Hu","orcid":"https://orcid.org/0000-0003-4980-3683"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hae-jin Hu","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, GA, 30303, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, GA, 30303, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075234179","display_name":"Bernard Chen","orcid":"https://orcid.org/0000-0001-6556-1675"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bernard Chen","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, GA, 30303, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, GA, 30303, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012396051","display_name":"Phang C. Tai","orcid":"https://orcid.org/0000-0003-4217-9531"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Phang C. Tai","raw_affiliation_strings":["Department of Biology, Georgia State University, Atlanta, GA, 30303-4110, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biology, Georgia State University, Atlanta, GA, 30303-4110, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007378854","display_name":"Robert W. Harrison","orcid":"https://orcid.org/0000-0003-2449-1214"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rob Harrison","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, GA, 30303, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, GA, 30303, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101465265","display_name":"Yi Pan","orcid":"https://orcid.org/0000-0002-2766-3096"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi Pan","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, GA, 30303, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, GA, 30303, USA","institution_ids":["https://openalex.org/I181565077"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6846,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.85128678,"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":"227","last_page":"252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9987999796867371,"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":0.9987999796867371,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9635999798774719,"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/support-vector-machine","display_name":"Support vector machine","score":0.8457081317901611},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7820481657981873},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7727228403091431},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6602673530578613},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6384245753288269},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5527582764625549},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44773995876312256},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4435954988002777},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11387127637863159}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8457081317901611},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7820481657981873},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7727228403091431},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6602673530578613},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6384245753288269},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5527582764625549},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44773995876312256},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4435954988002777},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11387127637863159},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-75390-2_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-75390-2_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5899999737739563}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306352","display_name":"Georgia Cancer Coalition","ror":"https://ror.org/0009gvn90"},{"id":"https://openalex.org/F4320310224","display_name":"Georgia Research Alliance","ror":"https://ror.org/030689123"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W109758530","https://openalex.org/W152751697","https://openalex.org/W1484413656","https://openalex.org/W1500488572","https://openalex.org/W1519440323","https://openalex.org/W1531743498","https://openalex.org/W1535817324","https://openalex.org/W1542652324","https://openalex.org/W1560089794","https://openalex.org/W1623342295","https://openalex.org/W1942367216","https://openalex.org/W1979290028","https://openalex.org/W1985818354","https://openalex.org/W1988634800","https://openalex.org/W2019125683","https://openalex.org/W2019187626","https://openalex.org/W2026091747","https://openalex.org/W2026718556","https://openalex.org/W2026907061","https://openalex.org/W2034410027","https://openalex.org/W2055586788","https://openalex.org/W2063046703","https://openalex.org/W2088826259","https://openalex.org/W2097800052","https://openalex.org/W2100406636","https://openalex.org/W2100890997","https://openalex.org/W2111193871","https://openalex.org/W2112036221","https://openalex.org/W2122026259","https://openalex.org/W2122945697","https://openalex.org/W2125055259","https://openalex.org/W2126775187","https://openalex.org/W2131738648","https://openalex.org/W2138745909","https://openalex.org/W2138929157","https://openalex.org/W2139212933","https://openalex.org/W2140190241","https://openalex.org/W2143210482","https://openalex.org/W2148603752","https://openalex.org/W2153187042","https://openalex.org/W2154642793","https://openalex.org/W2157825465","https://openalex.org/W2161349318","https://openalex.org/W2165801360","https://openalex.org/W2769488050","https://openalex.org/W3193477162","https://openalex.org/W4285719527","https://openalex.org/W6600407735"],"related_works":["https://openalex.org/W3162204513","https://openalex.org/W2090763504","https://openalex.org/W2371138613","https://openalex.org/W2048963458","https://openalex.org/W43109613","https://openalex.org/W2359952343","https://openalex.org/W4224922629","https://openalex.org/W4384470695","https://openalex.org/W3134840015","https://openalex.org/W4366979180"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}