{"id":"https://openalex.org/W3097503632","doi":"https://doi.org/10.1007/978-3-030-60802-6_20","title":"Predicting Human Disease-Associated piRNAs Based on Multi-source Information and Random Forest","display_name":"Predicting Human Disease-Associated piRNAs Based on Multi-source Information and Random Forest","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3097503632","doi":"https://doi.org/10.1007/978-3-030-60802-6_20","mag":"3097503632"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-60802-6_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-60802-6_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","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/A5032517198","display_name":"Kai Zheng","orcid":"https://orcid.org/0000-0003-1578-1818"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kai Zheng","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019805735","display_name":"Zhu\u2010Hong You","orcid":"https://orcid.org/0000-0003-1266-2696"},"institutions":[{"id":"https://openalex.org/I4210106108","display_name":"Xinjiang Technical Institute of Physics & Chemistry","ror":"https://ror.org/00x44h034","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210106108"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhu-Hong You","raw_affiliation_strings":["Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi, China"],"affiliations":[{"raw_affiliation_string":"Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi, China","institution_ids":["https://openalex.org/I4210106108","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100436059","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0003-0184-307X"},"institutions":[{"id":"https://openalex.org/I4210106108","display_name":"Xinjiang Technical Institute of Physics & Chemistry","ror":"https://ror.org/00x44h034","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210106108"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wang","raw_affiliation_strings":["Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi, China"],"affiliations":[{"raw_affiliation_string":"Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi, China","institution_ids":["https://openalex.org/I4210106108","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100673436","display_name":"Haoyuan Li","orcid":"https://orcid.org/0000-0002-2554-4835"},"institutions":[{"id":"https://openalex.org/I4210106108","display_name":"Xinjiang Technical Institute of Physics & Chemistry","ror":"https://ror.org/00x44h034","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210106108"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao-Yuan Li","raw_affiliation_strings":["Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi, China"],"affiliations":[{"raw_affiliation_string":"Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi, China","institution_ids":["https://openalex.org/I4210106108","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059046043","display_name":"Boya Ji","orcid":"https://orcid.org/0000-0001-8458-1751"},"institutions":[{"id":"https://openalex.org/I4210106108","display_name":"Xinjiang Technical Institute of Physics & Chemistry","ror":"https://ror.org/00x44h034","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210106108"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo-Ya Ji","raw_affiliation_strings":["Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi, China"],"affiliations":[{"raw_affiliation_string":"Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi, China","institution_ids":["https://openalex.org/I4210106108","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5032517198"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.5745,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.85245191,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"227","last_page":"238"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9965000152587891,"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":0.9965000152587891,"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/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.9962999820709229,"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":0.9962999820709229,"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/computer-science","display_name":"Computer science","score":0.7465605735778809},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6456314921379089},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5987670421600342},{"id":"https://openalex.org/keywords/piwi-interacting-rna","display_name":"Piwi-interacting RNA","score":0.5555868744850159},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5420045256614685},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5302585959434509},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.5099021196365356},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.48618024587631226},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45258578658103943},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4276207983493805},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.4200159013271332},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4140721261501312},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3849492073059082},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3703381419181824},{"id":"https://openalex.org/keywords/genome","display_name":"Genome","score":0.3305959403514862},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15241903066635132},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12583020329475403},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.12383225560188293},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.1066235601902008},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.08299520611763},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.07356610894203186}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7465605735778809},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6456314921379089},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5987670421600342},{"id":"https://openalex.org/C147724379","wikidata":"https://www.wikidata.org/wiki/Q2367421","display_name":"Piwi-interacting RNA","level":5,"score":0.5555868744850159},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5420045256614685},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5302585959434509},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.5099021196365356},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.48618024587631226},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45258578658103943},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4276207983493805},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.4200159013271332},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4140721261501312},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3849492073059082},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3703381419181824},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.3305959403514862},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15241903066635132},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12583020329475403},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.12383225560188293},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.1066235601902008},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08299520611763},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.07356610894203186},{"id":"https://openalex.org/C4918238","wikidata":"https://www.wikidata.org/wiki/Q121438","display_name":"Transposable element","level":4,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-60802-6_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-60802-6_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W320453502","https://openalex.org/W1979815139","https://openalex.org/W1981608797","https://openalex.org/W1982164922","https://openalex.org/W1991007428","https://openalex.org/W1998441943","https://openalex.org/W2011832929","https://openalex.org/W2013210832","https://openalex.org/W2020441317","https://openalex.org/W2028444170","https://openalex.org/W2028928739","https://openalex.org/W2029008895","https://openalex.org/W2029838682","https://openalex.org/W2036666348","https://openalex.org/W2039684583","https://openalex.org/W2046318418","https://openalex.org/W2085880427","https://openalex.org/W2091156624","https://openalex.org/W2107286651","https://openalex.org/W2113377893","https://openalex.org/W2114298461","https://openalex.org/W2116707781","https://openalex.org/W2118420574","https://openalex.org/W2132102978","https://openalex.org/W2134848808","https://openalex.org/W2140687871","https://openalex.org/W2141829495","https://openalex.org/W2146339022","https://openalex.org/W2157663132","https://openalex.org/W2296037828","https://openalex.org/W2315196278","https://openalex.org/W2410390867","https://openalex.org/W2438457922","https://openalex.org/W2567465856","https://openalex.org/W2584926544","https://openalex.org/W2608190552","https://openalex.org/W2609468276","https://openalex.org/W2624706070","https://openalex.org/W2872327754","https://openalex.org/W2890017579","https://openalex.org/W2895927009","https://openalex.org/W2898050226","https://openalex.org/W2898731714","https://openalex.org/W2920267415","https://openalex.org/W2923922207","https://openalex.org/W2955033696","https://openalex.org/W2964579384","https://openalex.org/W2973097270","https://openalex.org/W2977685097","https://openalex.org/W2990959623","https://openalex.org/W2995337846","https://openalex.org/W2998445959","https://openalex.org/W2998975009","https://openalex.org/W3004227146","https://openalex.org/W3004779847","https://openalex.org/W3006715646","https://openalex.org/W3017223498","https://openalex.org/W3025741173","https://openalex.org/W3040502487","https://openalex.org/W3040625023"],"related_works":["https://openalex.org/W2158912913","https://openalex.org/W4221011377","https://openalex.org/W2027956742","https://openalex.org/W2924035798","https://openalex.org/W3002797315","https://openalex.org/W3192072282","https://openalex.org/W2965423738","https://openalex.org/W4281917970","https://openalex.org/W2158511632","https://openalex.org/W1980222719"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}