{"id":"https://openalex.org/W2046240326","doi":"https://doi.org/10.1109/tcbb.2014.2388227","title":"YamiPred: A Novel Evolutionary Method for Predicting Pre-miRNAs and Selecting Relevant Features","display_name":"YamiPred: A Novel Evolutionary Method for Predicting Pre-miRNAs and Selecting Relevant Features","publication_year":2015,"publication_date":"2015-01-23","ids":{"openalex":"https://openalex.org/W2046240326","doi":"https://doi.org/10.1109/tcbb.2014.2388227","mag":"2046240326","pmid":"https://pubmed.ncbi.nlm.nih.gov/26451829"},"language":"en","primary_location":{"id":"doi:10.1109/tcbb.2014.2388227","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2014.2388227","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/A5064001499","display_name":"Dimitrios Kleftogiannis","orcid":"https://orcid.org/0000-0003-1086-821X"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Dimitrios Kleftogiannis","raw_affiliation_strings":["King Abdullah University of Science and Technology (KAUST), Computer Science and Mathematical Sciences and Engineering Division, Thuwal, Saudi Arabia","[King Abdullah University of Science and Technology (KAUST), Computer Science and Mathematical Sciences and Engineering Division, Thuwal, Saudi Arabia]"],"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology (KAUST), Computer Science and Mathematical Sciences and Engineering Division, Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]},{"raw_affiliation_string":"[King Abdullah University of Science and Technology (KAUST), Computer Science and Mathematical Sciences and Engineering Division, Thuwal, Saudi Arabia]","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101999780","display_name":"Konstantinos Theofilatos","orcid":"https://orcid.org/0000-0001-6799-0553"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Theofilatos","raw_affiliation_strings":["Department of Computer Engineering and Informatics, University of Patras, Greece","[Dept. of Computer Engineering & Informatics, University of Patras, Greece]"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Informatics, University of Patras, Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"[Dept. of Computer Engineering & Informatics, University of Patras, Greece]","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113781379","display_name":"Spiros Likothanassis","orcid":null},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Spiros Likothanassis","raw_affiliation_strings":["Department of Computer Engineering and Informatics, University of Patras, Greece","[Dept. of Computer Engineering & Informatics, University of Patras, Greece]"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Informatics, University of Patras, Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"[Dept. of Computer Engineering & Informatics, University of Patras, Greece]","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021368521","display_name":"Seferina Mavroudi","orcid":"https://orcid.org/0000-0003-0612-1009"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Seferina Mavroudi","raw_affiliation_strings":["Department of Computer Engineering and Informatics, University of Patras, Greece","[Dept. of Computer Engineering & Informatics, University of Patras, Greece]"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Informatics, University of Patras, Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"[Dept. of Computer Engineering & Informatics, University of Patras, Greece]","institution_ids":["https://openalex.org/I174878644"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064001499"],"corresponding_institution_ids":["https://openalex.org/I71920554"],"apc_list":null,"apc_paid":null,"fwci":1.9313,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.84885591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"12","issue":"5","first_page":"1183","last_page":"1192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10062","display_name":"MicroRNA in disease regulation","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T10062","display_name":"MicroRNA in disease regulation","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T11482","display_name":"RNA modifications and cancer","score":0.9973000288009644,"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/robustness","display_name":"Robustness (evolution)","score":0.6953055262565613},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6758525371551514},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6758444309234619},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6272261142730713},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5779011249542236},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5494852662086487},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4740692675113678},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4242342412471771},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41626566648483276},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.22447356581687927},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15212002396583557},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.08703213930130005}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6953055262565613},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6758525371551514},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6758444309234619},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6272261142730713},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5779011249542236},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5494852662086487},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4740692675113678},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4242342412471771},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41626566648483276},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.22447356581687927},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15212002396583557},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.08703213930130005},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001483","descriptor_name":"Base Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001483","descriptor_name":"Base Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001483","descriptor_name":"Base Sequence","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":"D003198","descriptor_name":"Computer Simulation","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008969","descriptor_name":"Molecular Sequence Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008969","descriptor_name":"Molecular Sequence Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008969","descriptor_name":"Molecular Sequence Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016415","descriptor_name":"Sequence Alignment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016415","descriptor_name":"Sequence Alignment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016415","descriptor_name":"Sequence Alignment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019143","descriptor_name":"Evolution, Molecular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019143","descriptor_name":"Evolution, Molecular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019143","descriptor_name":"Evolution, Molecular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D059014","descriptor_name":"High-Throughput Nucleotide Sequencing","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059014","descriptor_name":"High-Throughput Nucleotide Sequencing","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059014","descriptor_name":"High-Throughput Nucleotide Sequencing","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/tcbb.2014.2388227","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2014.2388227","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:26451829","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26451829","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},{"id":"pmh:oai:repository.kaust.edu.sa:10754/550520","is_oa":false,"landing_page_url":"http://hdl.handle.net/10754/550520","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1497256448","https://openalex.org/W1551909886","https://openalex.org/W1586645187","https://openalex.org/W1604938182","https://openalex.org/W1659842140","https://openalex.org/W1661890235","https://openalex.org/W1834691232","https://openalex.org/W1902809146","https://openalex.org/W1920564293","https://openalex.org/W1935419873","https://openalex.org/W1965335252","https://openalex.org/W1965895350","https://openalex.org/W2011893941","https://openalex.org/W2020187738","https://openalex.org/W2021274070","https://openalex.org/W2023299139","https://openalex.org/W2032909675","https://openalex.org/W2041782999","https://openalex.org/W2050869737","https://openalex.org/W2053490054","https://openalex.org/W2054308913","https://openalex.org/W2055372533","https://openalex.org/W2056678178","https://openalex.org/W2078899492","https://openalex.org/W2093213907","https://openalex.org/W2103250001","https://openalex.org/W2103487585","https://openalex.org/W2106423003","https://openalex.org/W2123248842","https://openalex.org/W2129922540","https://openalex.org/W2135743357","https://openalex.org/W2137257434","https://openalex.org/W2140751493","https://openalex.org/W2141007997","https://openalex.org/W2146642335","https://openalex.org/W2147835141","https://openalex.org/W2148143831","https://openalex.org/W2149024119","https://openalex.org/W2150770935","https://openalex.org/W2152320398","https://openalex.org/W2152993806","https://openalex.org/W2154513100","https://openalex.org/W2156909104","https://openalex.org/W2157039533","https://openalex.org/W2168909179","https://openalex.org/W2169028834","https://openalex.org/W2400250419","https://openalex.org/W4230674625","https://openalex.org/W4252183347","https://openalex.org/W6633119224","https://openalex.org/W6638904522"],"related_works":["https://openalex.org/W2136184105","https://openalex.org/W2187500075","https://openalex.org/W2041399278","https://openalex.org/W2160451891","https://openalex.org/W2937631562","https://openalex.org/W2336974148","https://openalex.org/W3174451172","https://openalex.org/W2056016498","https://openalex.org/W3195168932","https://openalex.org/W2345184372"],"abstract_inverted_index":{"MicroRNAs":[0],"(miRNAs)":[1],"are":[2],"small":[3],"non-coding":[4],"RNAs,":[5],"which":[6],"play":[7],"a":[8,18,66,114,147],"significant":[9],"role":[10,155],"in":[11,65,96],"gene":[12],"regulation.":[13],"Predicting":[14],"miRNA":[15,86],"genes":[16],"is":[17],"challenging":[19],"bioinformatics":[20],"problem":[21],"and":[22,25,45,59,68,72,80,100,106,137,163,165,179],"existing":[23,94],"experimental":[24],"computational":[26,77],"methods":[27],"fail":[28],"to":[29,120,193],"deal":[30],"with":[31,52,75,126],"it":[32],"effectively.":[33],"We":[34],"developed":[35],"YamiPred,":[36],"an":[37],"embedded":[38,109],"classification":[39,135],"method":[40],"that":[41,91,118],"combines":[42],"the":[43,81,121,139,153,167,197],"efficiency":[44],"robustness":[46],"of":[47,98,101,104,142,156,169,199],"support":[48],"vector":[49],"machines":[50],"(SVM)":[51],"genetic":[53],"algorithms":[54],"(GA)":[55],"for":[56,85,145],"feature":[57,110,116,129],"selection":[58,111],"parameters":[60],"optimization.":[61,123],"YamiPred":[62,92,150],"was":[63,73],"tested":[64],"new":[67],"realistic":[69],"human":[70,187],"dataset":[71],"compared":[74],"state-of-the-art":[76],"intelligence":[78],"approaches":[79,95],"prevalent":[82],"SVM-based":[83],"tools":[84],"prediction.":[87],"Experimental":[88],"results":[89],"indicate":[90],"outperforms":[93],"terms":[97],"accuracy":[99],"geometric":[102],"mean":[103],"sensitivity":[105],"specificity.":[107],"The":[108,182],"component":[112],"selects":[113],"compact":[115],"subset":[117,130],"contributes":[119],"performance":[122,136],"Further":[124],"experimentation":[125],"this":[127],"minimal":[128],"has":[131,189],"achieved":[132],"very":[133],"high":[134],"revealed":[138],"minimum":[140],"number":[141],"samples":[143],"required":[144],"developing":[146],"robust":[148],"predictor.":[149],"also":[151],"confirmed":[152],"important":[154],"commonly":[157],"used":[158],"features":[159],"such":[160,173],"as":[161,174],"entropy":[162],"enthalpy,":[164],"uncovered":[166],"significance":[168],"newly":[170],"introduced":[171],"features,":[172],"%A-U":[175],"aggregate":[176],"nucleotide":[177],"frequency":[178],"positional":[180],"entropy.":[181],"best":[183],"model":[184],"trained":[185],"on":[186],"data":[188],"successfully":[190],"predicted":[191],"pre-miRNAs":[192],"other":[194],"organisms":[195],"including":[196],"category":[198],"viruses.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
