{“id”:“https://openalex.org/W771500028“,”doi“:”https://doi.org/10.1007/978-3-642-45062-4_94“,”title“:“具有新的隶属函数的模糊支持向量机预测智人蛋白质相互作用位点”,“display_name”:“具有新型隶属函数的Fuzzy SVM预测智人的蛋白质相互作用部位”,“publication_year”:2013,“publiction_date”:“2013-01-01”,“ids”:{“openalex”:“https://openalex.org/W771500028“,”doi“:”https://doi.org/10.1007/978-3-642-45062-4_94“,”mag“:”771500028“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1007/978-3-642-45062-4_94,“pdf_url”:https://link.springer.com/content/pdf/10.1007/978-3642-45062-4_94.pdf,“源”:{“id”:https://openalex.org/S106296714“,”“display_name”“:”“计算机科学课堂讲稿”“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false,”is_in_doaj“:false,”host_organization“:”https://openalex.org/P4310318900“,”“host_organization_name”:“Springer Science+Business Media”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310318900“],”host_organization_lineage_names“:[”Springer Nature“,”Springer-Science+Business Media“],“type”:“book-series”},“license”:null,“licence_id”:nul,“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true},”type“:”book-chapter“,”type_crossref“:美国“:”铜牌“,”oaurl“:”https://link.springer.com/content/pdf/10.1007/978-3642-45062-4_94.pdf“,”any_repository_has_fulltext“:false},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5086226641“,”display_name“:”Brijesh Kumar Sriwastava“,”orcid“:null},”institutions“:[],”countries“:[”IN“],”is_corresponding“:false,”raw_author_name“,”Brijesh-Kumar Sliwastava”,“raw_affiliation_strings”:[“印度加尔各答政府工程与皮革技术学院计算机科学与工程系,700098”]},{“author_position”:“”中间“,”作者“:{”id“:”https://openalex.org/A5043105133“,”display_name“:”Subhadip Basu“,”orcid“:”https://orcid.org/0000-0003-1780-0461},“机构”:[{“id”:https://openalex.org/I170979836“,”display_name“:”贾达夫普尔大学“,”ror“:”https://ror.org/02af4h012“,”country_code“:”IN“,”type“:“教育”,”世系“:[”https://openalex.org/I170979836“]}],”国家“:[”IN“],”is_corresponding“:false,”raw_author_name“:”Subhadip Basu“,”raw _ afiliation_strings“:[“印度加尔各答雅达布尔大学计算机科学与工程系,700032”]},{“author_position”:“last”,“author”:{“id”:“https://openalex.org/A5024089437“,”display_name“:”Ujjwal Maulik“,”orcid“:”https://orcid.org/0000-0003-1167-0774},“机构”:[{“id”:https://openalex.org/I170979836“,”display_name“:”贾达夫普尔大学“,”ror“:”https://ror.org/02af4h012“,”country_code“:”IN“,”type“:“教育”,”世系“:[”https://openalex.org/I170979836“]}],”国家“:[”IN“],”is_corresponding“:false,”raw_author_name“:”Ujjwal Maulik“,”raw _affiliation_strings“:[“印度加尔各答贾达夫普尔大学计算机科学与工程系”700032“]}],”countries_distict_count“:1,”institutions_distic“:1”,“corresponding_author_ids”:[],”correspounding_institution_ids“:[],”apc_list“:{”value“:5000,”currency“:”EUR“,”value_usd“:5392,”provenance“:”doaj“},”apc_payed“:{”value“:5000,”货币“:”欧元“,”价值美元“:5391,”provance“:”doaj“{,”has_fulltext“:true,”fulltext_origin“:”pdf“,”cited_by_count“:1,”citecd_by_percentile_year“:{”min“:69,”max“:76},“biblio”:{“volume”:null,“issue”:null,“first_page”:“668”,“last_page”:“673”},“is_retracted“:false,”is_paratext“:fase,”primary_topic“:{”id“:”https://openalex.org/T10044“,”display_name“:”蛋白质结构预测与分析“,”score“:0.9994,”subfield“:{”id“:”https://openalex.org/subfields/1312“,”display_name“:”分子生物学“},”字段“:{”id“:”https://openalex.org/fields/13“,”“display_name”:“生物化学、遗传学和分子生物学”},“域”:{“id”:“https://openalex.org/domains/1“,”display_name“:”生命科学“}},”主题“:[{”id“:”https://openalex.org/T10044“,”display_name“:”蛋白质结构预测与分析“,”score“:0.9994,”subfield“:{”id“:”https://openalex.org/subfields/1312“,”display_name“:”分子生物学“},”字段“:{”id“:”https://openalex.org/fields/13“,”“display_name”:“生物化学、遗传学和分子生物学”},“域”:{“id”:“https://openalex.org/domains/1“,”display_name“:”生命科学“}},{”id“:”https://openalex.org/T12254“,”display_name“:”蛋白质亚细胞定位预测“,”score“:0.9993,”subfield“:{”id“:”https://openalex.org/subfields/1312“,”display_name“:”分子生物学“},”字段“:{”id“:”https://openalex.org/fields/13“,”“display_name”:“生物化学、遗传学和分子生物学”},“域”:{“id”:“https://openalex.org/domains/1“,”display_name“:”生命科学“}},{”id“:”https://openalex.org/T10211“,”“display_name”:“药物发现中的计算方法”,“score”:0.9958,“subfield”:{“id”:“https://openalex.org/subfields/1703“,”display_name“:”计算理论与数学“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/support-vector-machines网站“,”display_name“:”支持向量机“,”score“:0.519787},{”id“:”https://openalex.org/keywords/subcellular-localization网站“,”display_name“:”亚细胞定位“,”score“:0.503701}],”concepts“:[{”id“:”https://openalex.org/C12267149,“wikidata”:https://www.wikidata.org/wiki/Q282453“,”display_name“:”支持向量机“,”level“:2,”score“:0.8814845},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.70324844},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198(网址:https://www.wikidata.org/wiki/Q21198)“,”display_name“:”计算机科学“,”level“:0,”score“:0.6291484},{”id“:”https://openalex.org/C58166,“wikidata”:https://www.wikidata.org/wiki/Q224821“,”display_name“:”模糊逻辑“,”level“:2,”score“:0.60732114},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.5018339},{”id“:”https://openalex.org/C153180895,“wikidata”:https://www.wikidata.org/wiki/Q7148389“,”display_name“:”模式识别(心理学)“,”level“:2,”score“:0.49839234},{”id“:”https://openalex.org/C95623464,“wikidata”:https://www.wikidata.org/wiki/Q1096149“,”display_name“:”分类器(UML)“,”level“:2,”score“:0.4608687},{”id“:”https://openalex.org/C2780362125,“wikidata”:https://www.wikidata.org/wiki/Q7254464“,”display_name“:”伪氨基酸组成“,”level“:4,”score“:0.44444 82},{”id“:”https://openalex.org/C2777938546,“wikidata”:https://www.wikidata.org/wiki/Q5“,”display_name“:”智人“,”level“:2,”score“:0.42654622},{”id“:”https://openalex.org/C515207424,“wikidata”:https://www.wikidata.org/wiki/Q8066“,”display_name“:”氨基酸“,”level“:2,”score“:0.22189954},{”id“:”https://openalex.org/C185592680,“wikidata”:https://www.wikidata.org/wiki/Q2329“,”display_name“:”Chemistry“,”level“:0,”score“:0.15344596},{”id“:”https://openalex.org/C55493867,“wikidata”:https://www.wikidata.org/wiki/Q7094“,”display_name“:”生物化学“,”level“:1,”score“:0.07843089},{”id“:”https://openalex.org/C2779138802,“wikidata”:https://www.wikidata.org/wiki/Q418602“,”display_name“:”二肽“,”level“:3,”score“:0.0},{”id“:”https://openalex.org/C144024400,“wikidata”:https://www.wikidata.org/wiki/Q21201“,”display_name“:”社会学“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C19165224,“wikidata”:https://www.wikidata.org/wiki/Q23404“,”display_name“:”人类学“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:1.”locations“:[{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1007/978-3-642-45062-4_94,“pdf_url”:https://link.springer.com/content/pdf/10.1007/978-3642-45062-4_94.pdf,“源”:{“id”:https://openalex.org/S106296714“,”“display_name”“:”“计算机科学课堂讲稿”“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false,”is_in_doaj“:false,”host_organization“:”https://openalex.org/P4310318900“,”“host_organization_name”:“Springer Science+Business Media”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310318900“],”host_organization_lineage_names“:[”Springer Nature“,”Springer Science+Business Media“],”type“:”系列丛书“},”license“:null,”license_id“:null,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true}],”best_oa_location“:{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1007/978-3-642-45062-4_94,“pdf_url”:https://link.springer.com/content/pdf/10.1007/978-3642-45062-4_94.pdf,“源”:{“id”:https://openalex.org/S106296714“,”“display_name”“:”“计算机科学课堂讲稿”“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false,”is_in_doaj“:false,”host_organization“:”https://openalex.org/P4310318900“,”“host_organization_name”:“Springer Science+Business Media”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310318900“],”host_organization_lineage_names“:[”Springer Nature“,”Springer-Science+Business Media“],“type”:“book-series”},“license”:null,“licence_id”:nul,“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true},”sustainable_development_goals“:[],”grants“:[/],”datasets“:/[],“versions”:[]”,“referenced_works_count”:13,“referrenced_works”:[”https://openalex.org/W1975950647","https://openalex.org/W1994807229","https://openalex.org/W2010289445","https://openalex.org/W2023048070","https://openalex.org/W2031772330","https://openalex.org/W2068181796","https://openalex.org/W2075770210","https://openalex.org/W2094148990","https://openalex.org/W2119939131","https://openalex.org/W2130479394","https://openalex.org/W2130687290","https://openalex.org/W2146661333","https://openalex.org/W2156909104“],”related_works“:[”https://openalex.org/W4386574598","https://openalex.org/W3120667788","https://openalex.org/W279682321","https://openalex.org/W2362489261","https://openalex.org/W2151645171","https://openalex.org/W2146146101","https://openalex.org/W2030650052","https://openalex.org/W1563732125","https://openalex.org/W122800452","https://openalex.org/W1004557661“],”ngrams_url“:”https://api.openalex.org/works/W771500028/ngrams网站”,“abstract_inverted_index”:{“预测”:[0],“残基”:[1135],“那个”:[2,66],“参与”:[3],“在”:[4111448],“蛋白质\u2013蛋白质”:[5],“相互作用”:[6,39],“(PPI)”:[7],“帮助”:[8],“到”:[9,59],“识别”:[10],“the”:[11,16,32,52,67,70,77,87,95,99105139153157165184],“氨基”:[12123],“酸”:[13124],“位于”:[14],“在”:[15],“接口。“:[17],”In“:[18],”this“:[19,61],”work“:[20],”experimental“:[21],”verified“:[22],”3-D“:[23],”structures“:[24],”of“:[25,51,69,79,89,98108122],”protein“:[26,38118],”complex“:[27],“are”:[28130],“used”:[29],“for”:[30142],“building”:[31],“training”:[33],“model”:[34],“和”:[35,63,92103147],“后续”:[36],“预测”:[37136],“来自”:[40],“序列“:[41145],”信息。“:[42],”Fuzzy“:[43],”SVM“:[44,71,91159186],”(F-SVM),“:[45],”which“:[46178],”is“:[47,5168179],”development“:[48],”on“:[49,94164],”top“:[50],”classical“:[53111185],”SVM“:[54],”an“:[56],”effective“:[57],”method“:[58137],”solve“:[60],”problem“:[62],”we“:[64],”演示“:[65],”性能“:[68163],”可以“:[72],”进一步“:[73],”是“:[74],”改进“:[75],”with“:[76126],”use“:[78],”a“:[80],”custom-designed“:[81],”fuzzy“:[82],”membership“:[83140],”函数。“:[84],“We”:[85],“evaluate”:[86104],“performances”:[88154],“both”:[90],“F-SVM”:[93109133151162],“PPI”:[96],“database”:[97],“Homo”:[100],“sapiens”:[101],“organic”:[102],“statistical”:[106],“significance”:[107],“over”:[110],“SVM”。“:[112],“To”:[113],“predict”:[114],“interaction”:[115],“sites”:116],“complex”:[119],“local”:[120],“composition”:121],“together”:%125],“their”:[127],“physico-chemical”:%128],“characteristics”:[129],“used”。“:[131],”The“:[132161],”based“:[134],”exploits“:[138],”function“:[141],”each“:[143],”pair“:[144],”fragment“:[146],”all“:[149],”cases“:[150],”improved“:%152],”get“:[155],”by“:[156170],”corresponding“:[158],”classifiers。“:[160],“test”:[166],“samples”:[167],“measured”:[169],“area”:[171],“under”:[172],“ROC”:[173],“curve”:[174],“(AUC)”:[175],“as”:[176],“80.16%”:[177],“around”:[180],“1.55%”:[181],“high”:[182],“than”:[183],“分类器。“:[187]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W771500028“,”counts_by_year“:[{”year“:2015,”cited_by_count“:1}],”updated_date“:”2024-05-19T20:20.667879“,”created_date“:”2016-06-24“}