乐胖代购免代理版

{"id":"https://openalex.org/W180379707","doi":"https://doi.org/10.3217/jucs-015-13-2528","title":"Splice Site Prediction using Support Vector Machines with Context-Sensitive Kernel Functions","display_name":"Splice Site Prediction using Support Vector Machines with Context-Sensitive Kernel Functions","publication_year":2009,"publication_date":"2009-07-01","ids":{"openalex":"https://openalex.org/W180379707","doi":"https://doi.org/10.3217/jucs-015-13-2528","mag":"180379707"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://zenodo.org/record/7000935","pdf_url":"https://zenodo.org/records/7000935/files/jucs_article_29497.pdf","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":["European Organization for Nuclear Research"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/records/7000935/files/jucs_article_29497.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000707990","display_name":"Yifei Chen","orcid":"https://orcid.org/0000-0003-1234-9966"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Yifei Chen","raw_affiliation_strings":["Vrije Universiteit Brussel, Brussel, Belgium"],"affiliations":[{"raw_affiliation_string":"Vrije Universiteit Brussel, Brussel, Belgium","institution_ids":["https://openalex.org/I13469542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100610446","display_name":"Feng Liu","orcid":"https://orcid.org/0000-0002-1074-2601"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Feng Liu","raw_affiliation_strings":["Vrije Universiteit Brussel, Brussel, Belgium"],"affiliations":[{"raw_affiliation_string":"Vrije Universiteit Brussel, Brussel, Belgium","institution_ids":["https://openalex.org/I13469542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078172461","display_name":"Bram Vanschoenwinkel","orcid":"https://orcid.org/0000-0002-8973-6297"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bram Vanschoenwinkel","raw_affiliation_strings":["Vrije Universiteit Brussel, Brussel, Belgium"],"affiliations":[{"raw_affiliation_string":"Vrije Universiteit Brussel, Brussel, Belgium","institution_ids":["https://openalex.org/I13469542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030973642","display_name":"Bernard Manderick","orcid":"https://orcid.org/0000-0002-9020-0510"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bernard Manderick","raw_affiliation_strings":["Vrije Universiteit Brussel, Brussel, Belgium"],"affiliations":[{"raw_affiliation_string":"Vrije Universiteit Brussel, Brussel, Belgium","institution_ids":["https://openalex.org/I13469542"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.767343,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":81,"max":82},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9992,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9992,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9976,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9973,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/splice","display_name":"splice","score":0.6150095},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5696572}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6791143},{"id":"https://openalex.org/C2780989783","wikidata":"https://www.wikidata.org/wiki/Q7578557","display_name":"splice","level":3,"score":0.6150095},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5999998},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.57275265},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5696572},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5552181},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.55113214},{"id":"https://openalex.org/C160446489","wikidata":"https://www.wikidata.org/wiki/Q7226642","display_name":"Polynomial kernel","level":4,"score":0.4558602},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43514824},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40139103},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2705881},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15433615},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.10138726},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.097347975},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.055754095},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://zenodo.org/record/7000935","pdf_url":"https://zenodo.org/records/7000935/files/jucs_article_29497.pdf","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":["European Organization for Nuclear Research"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://zenodo.org/record/7000935","pdf_url":"https://zenodo.org/records/7000935/files/jucs_article_29497.pdf","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":["European Organization for Nuclear Research"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":21,"referenced_works":["https://openalex.org/W1505933452","https://openalex.org/W1510073064","https://openalex.org/W1540550673","https://openalex.org/W1575130722","https://openalex.org/W1647671624","https://openalex.org/W179694669","https://openalex.org/W1914253608","https://openalex.org/W1990304395","https://openalex.org/W2004131797","https://openalex.org/W2016522586","https://openalex.org/W2034691490","https://openalex.org/W2071817951","https://openalex.org/W2100176788","https://openalex.org/W2110400205","https://openalex.org/W2122945697","https://openalex.org/W2125055259","https://openalex.org/W2133324003","https://openalex.org/W2145632879","https://openalex.org/W2149706766","https://openalex.org/W2153635508","https://openalex.org/W46452414"],"related_works":["https://openalex.org/W4389428786","https://openalex.org/W3123056048","https://openalex.org/W2974741803","https://openalex.org/W2787118936","https://openalex.org/W2420851703","https://openalex.org/W2169565408","https://openalex.org/W2165576085","https://openalex.org/W2096302783","https://openalex.org/W2095626363","https://openalex.org/W1548581150"],"abstract_inverted_index":{"This":[0],"paper":[1],"focuses":[2],"on":[3,10],"the":[4,41,78,86,96,138,154,158],"use":[5],"of":[6,22,65,153],"support":[7],"vector":[8],"machines":[9],"a":[11,29,36],"typical":[12],"context-dependent":[13],"classification":[14],"task,":[15],"splice":[16,129],"site":[17],"prediction.":[18],"For":[19],"this":[20,59],"type":[21],"problems,":[23],"it":[24,82],"has":[25],"been":[26],"shown":[27],"that":[28,85],"context-based":[30],"approach":[31,39,43],"should":[32],"be":[33],"preferred":[34],"over":[35],"transfor-":[37],"mation":[38],"because":[40],"former":[42],"can":[44,100,127,136],"easily":[45],"incorporate":[46],"statistical":[47],"mea-":[48],"sures":[49],"or":[50],"directly":[51],"plug":[52],"sensitivity":[53],"information":[54,92],"into":[55],"distance":[56],"functions.":[57],"In":[58],"paper,":[60],"we":[61],"designed":[62,117],"three":[63],"types":[64],"context-sensitive":[66],"kernel":[67,90],"functions:":[68],"polynomial-based,":[69],"radial":[70,87],"basis":[71,88],"function-based":[72,89],"and":[73,99,110,120,145],"negative":[74],"distance-based":[75],"kernels.":[76],"From":[77],"experimental":[79],"re-":[80],"sults":[81],"becomes":[83],"clear":[84],"with":[91,115,131],"gain":[93],"weighting":[94],"gets":[95],"best":[97],"accuracies":[98],"always":[101],"outperform":[102],"their":[103],"simple":[104],"non-sensitive":[105],"counterparts":[106],"both":[107],"in":[108,111],"accuracy":[109],"model":[112],"complexity.":[113],"And":[114],"well":[116],"fea-":[118],"tures":[119],"carefully":[121],"chosen":[122],"context":[123],"sizes,":[124],"our":[125],"system":[126],"predict":[128],"sites":[130,144],"fairly":[132],"high":[133],"accuracy,":[134],"which":[135],"achieve":[137],"FP95%":[139],"rate,":[140],"3.94":[141],"for":[142,147,157],"donor":[143],"5.98":[146],"acceptor":[148],"sites,":[149],"an":[150],"approximate":[151],"state":[152],"art":[155],"performance":[156],"moment.":[159]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W180379707","counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1}],"updated_date":"2024-12-12T16:56:52.887730","created_date":"2016-06-24"}