{"id":"https://openalex.org/W2796511270","doi":"https://doi.org/10.1109/tcbb.2018.2824332","title":"Predicting FAD Interacting Residues with Feature Selection and Comprehensive Sequence Descriptors","display_name":"Predicting FAD Interacting Residues with Feature Selection and Comprehensive Sequence Descriptors","publication_year":2018,"publication_date":"2018-04-09","ids":{"openalex":"https://openalex.org/W2796511270","doi":"https://doi.org/10.1109/tcbb.2018.2824332","mag":"2796511270","pmid":"https://pubmed.ncbi.nlm.nih.gov/29993986"},"language":"en","primary_location":{"id":"doi:10.1109/tcbb.2018.2824332","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2018.2824332","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100693480","display_name":"Runtao Yang","orcid":"https://orcid.org/0000-0001-7542-1692"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Runtao Yang","raw_affiliation_strings":["School of Mechanical, Electrical, and Information Engineering, Shandong University, Weihai, China"],"raw_orcid":"https://orcid.org/0000-0001-7542-1692","affiliations":[{"raw_affiliation_string":"School of Mechanical, Electrical, and Information Engineering, Shandong University, Weihai, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084281207","display_name":"Chengjin Zhang","orcid":"https://orcid.org/0000-0002-0066-2114"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengjin Zhang","raw_affiliation_strings":["School of Mechanical, Electrical, and Information Engineering, Shandong University, Weihai, China"],"raw_orcid":"https://orcid.org/0000-0002-0066-2114","affiliations":[{"raw_affiliation_string":"School of Mechanical, Electrical, and Information Engineering, Shandong University, Weihai, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023736025","display_name":"Rui Gao","orcid":"https://orcid.org/0000-0002-3599-7678"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Gao","raw_affiliation_strings":["School of Control Science and Engineering, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-3599-7678","affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lina Zhang","orcid":"https://orcid.org/0000-0001-7542-1692"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lina Zhang","raw_affiliation_strings":["School of Mechanical, Electrical, and Information Engineering, Shandong University, Weihai, China"],"raw_orcid":"https://orcid.org/0000-0001-7542-1692","affiliations":[{"raw_affiliation_string":"School of Mechanical, Electrical, and Information Engineering, Shandong University, Weihai, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100721848","display_name":"Qing Song","orcid":"https://orcid.org/0000-0002-9444-5558"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Song","raw_affiliation_strings":["School of Electrical Engineering, University of Jinan, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-9444-5558","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100693480"],"corresponding_institution_ids":["https://openalex.org/I154099455"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02786475,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"6","first_page":"2046","last_page":"2056"},"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/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.9983999729156494,"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/T10521","display_name":"RNA and protein synthesis mechanisms","score":0.9977999925613403,"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/flavoprotein","display_name":"Flavoprotein","score":0.7972095012664795},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7938998937606812},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7312062978744507},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5681979656219482},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.56020188331604},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5548515915870667},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5283623337745667},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4785090982913971},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4746856391429901},{"id":"https://openalex.org/keywords/matthews-correlation-coefficient","display_name":"Matthews correlation coefficient","score":0.449025958776474},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4484442174434662},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4065464735031128},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3326003849506378},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.2276839315891266},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.19605770707130432},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.15023350715637207},{"id":"https://openalex.org/keywords/biochemistry","display_name":"Biochemistry","score":0.09738245606422424}],"concepts":[{"id":"https://openalex.org/C71995715","wikidata":"https://www.wikidata.org/wiki/Q78574842","display_name":"Flavoprotein","level":3,"score":0.7972095012664795},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7938998937606812},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7312062978744507},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5681979656219482},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.56020188331604},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5548515915870667},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5283623337745667},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4785090982913971},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4746856391429901},{"id":"https://openalex.org/C164085508","wikidata":"https://www.wikidata.org/wiki/Q4811327","display_name":"Matthews correlation coefficient","level":3,"score":0.449025958776474},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4484442174434662},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4065464735031128},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3326003849506378},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2276839315891266},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.19605770707130432},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.15023350715637207},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.09738245606422424},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C181199279","wikidata":"https://www.wikidata.org/wiki/Q8047","display_name":"Enzyme","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000596","descriptor_name":"Amino Acids","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D000596","descriptor_name":"Amino Acids","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D000596","descriptor_name":"Amino Acids","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001665","descriptor_name":"Binding Sites","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001665","descriptor_name":"Binding Sites","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001665","descriptor_name":"Binding Sites","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005182","descriptor_name":"Flavin-Adenine Dinucleotide","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D005182","descriptor_name":"Flavin-Adenine Dinucleotide","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D005182","descriptor_name":"Flavin-Adenine Dinucleotide","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D005486","descriptor_name":"Flavin Mononucleotide","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D005486","descriptor_name":"Flavin Mononucleotide","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D005486","descriptor_name":"Flavin Mononucleotide","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008024","descriptor_name":"Ligands","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008024","descriptor_name":"Ligands","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008024","descriptor_name":"Ligands","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011485","descriptor_name":"Protein Binding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011485","descriptor_name":"Protein Binding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011485","descriptor_name":"Protein Binding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012997","descriptor_name":"Solvents","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D012997","descriptor_name":"Solvents","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D012997","descriptor_name":"Solvents","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D030562","descriptor_name":"Databases, Protein","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030562","descriptor_name":"Databases, Protein","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030562","descriptor_name":"Databases, Protein","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tcbb.2018.2824332","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2018.2824332","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","raw_type":"journal-article"},{"id":"pmid:29993986","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29993986","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM transactions on computational biology and bioinformatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7099999785423279}],"awards":[{"id":"https://openalex.org/G1973267165","display_name":null,"funder_award_id":"61533011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2222481575","display_name":null,"funder_award_id":"61473335","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3616255939","display_name":null,"funder_award_id":"XKY1735","funder_id":"https://openalex.org/F4320322291","funder_display_name":"University of Jinan"},{"id":"https://openalex.org/G5694352023","display_name":null,"funder_award_id":"2017M612270","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7218398806","display_name":null,"funder_award_id":"ZR2017PF008","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322291","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W190437827","https://openalex.org/W1570448133","https://openalex.org/W1571090306","https://openalex.org/W1578361926","https://openalex.org/W1963618443","https://openalex.org/W1967293793","https://openalex.org/W1967549971","https://openalex.org/W1977310857","https://openalex.org/W1982136724","https://openalex.org/W1982994228","https://openalex.org/W2005750609","https://openalex.org/W2007765030","https://openalex.org/W2034070267","https://openalex.org/W2035007438","https://openalex.org/W2048356293","https://openalex.org/W2048960012","https://openalex.org/W2049943580","https://openalex.org/W2050270988","https://openalex.org/W2053257505","https://openalex.org/W2057751827","https://openalex.org/W2084438884","https://openalex.org/W2089989707","https://openalex.org/W2090062846","https://openalex.org/W2091146030","https://openalex.org/W2092920038","https://openalex.org/W2094215640","https://openalex.org/W2096869738","https://openalex.org/W2104659745","https://openalex.org/W2105121970","https://openalex.org/W2107014760","https://openalex.org/W2110404434","https://openalex.org/W2111705855","https://openalex.org/W2117238563","https://openalex.org/W2118402484","https://openalex.org/W2120026469","https://openalex.org/W2122137509","https://openalex.org/W2124626863","https://openalex.org/W2133312664","https://openalex.org/W2133458779","https://openalex.org/W2135498219","https://openalex.org/W2141818629","https://openalex.org/W2142878546","https://openalex.org/W2156640885","https://openalex.org/W2156822612","https://openalex.org/W2158266834","https://openalex.org/W2158698691","https://openalex.org/W2164353258","https://openalex.org/W2168012258","https://openalex.org/W2181038014","https://openalex.org/W2312420878","https://openalex.org/W2332824566","https://openalex.org/W2911964244","https://openalex.org/W6607693206","https://openalex.org/W6678355510"],"related_works":["https://openalex.org/W4388745254","https://openalex.org/W2980082554","https://openalex.org/W2510961579","https://openalex.org/W2767419625","https://openalex.org/W2389704471","https://openalex.org/W1517228774","https://openalex.org/W2117019857","https://openalex.org/W4295406786","https://openalex.org/W2117238563","https://openalex.org/W4285503414"],"abstract_inverted_index":{"The":[0],"function":[1],"of":[2,28,35,50,82,95,101,149,153,157,165],"a":[3,8,33,60,121,137,147,151,160],"flavoprotein":[4],"is":[5,64,112,126,177],"determined":[6],"to":[7,32,115,128],"great":[9],"extent":[10],"by":[11,107],"the":[12,47,80,92,117,133,141],"binding":[13,30],"sites":[14],"on":[15,132],"its":[16],"surface":[17],"that":[18,174],"interacts":[19],"with":[20,146],"flavin":[21],"adenine":[22],"dinucleotide":[23],"(FAD).":[24],"Malfunction":[25],"or":[26],"dysregulation":[27],"FAD":[29,40],"leads":[31],"series":[34],"diseases.":[36],"Therefore,":[37],"accurately":[38],"identifying":[39,67],"interacting":[41],"residues":[42],"(FIRs)":[43],"provides":[44],"insights":[45],"into":[46],"molecular":[48],"mechanisms":[49],"flavoprotein-related":[51],"biological":[52],"processes":[53],"and":[54,87,99,159],"disease":[55],"progression.":[56],"In":[57],"this":[58],"paper,":[59],"new":[61],"computational":[62],"method":[63,143,176],"proposed":[65,142],"for":[66],"FIRs":[68,86,130],"from":[69],"protein":[70],"sequences.":[71],"Various":[72],"sequence-derived":[73],"discriminative":[74],"features":[75,84,98],"are":[76],"explored.":[77],"We":[78,89],"analyze":[79],"distinctions":[81],"these":[83],"between":[85],"non-FIRs.":[88],"also":[90],"investigate":[91],"predictive":[93],"capabilities":[94],"both":[96],"individual":[97],"combinations":[100],"features.":[102,119,135],"A":[103],"relief":[104],"algorithm":[105],"followed":[106],"incremental":[108],"feature":[109],"selection":[110],"(relief-IFS)":[111],"then":[113],"adopted":[114],"search":[116],"optimal":[118,134],"Finally,":[120],"random":[122],"forest":[123],"(RF)":[124],"module":[125],"used":[127],"predict":[129],"based":[131],"Using":[136],"5-fold":[138],"cross-validation":[139],"test,":[140],"performs":[144],"well,":[145],"sensitivity":[148],"0.847,":[150],"specificity":[152],"0.933,":[154],"an":[155],"accuracy":[156],"0.890,":[158],"Matthews":[161],"correlation":[162],"coefficient":[163],"(MCC)":[164],"0.782,":[166],"thereby":[167],"outperforming":[168],"previous":[169],"methods.":[170],"These":[171],"results":[172],"indicate":[173],"our":[175],"relatively":[178],"successful":[179],"at":[180],"predicting":[181],"FIRs.":[182]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
