{"id":"https://openalex.org/W2136256398","doi":"https://doi.org/10.4304/jcp.4.3.251-258","title":"Dynamic Modeling of Biotechnical Process Based on Online Support Vector Machine","display_name":"Dynamic Modeling of Biotechnical Process Based on Online Support Vector Machine","publication_year":2009,"publication_date":"2009-03-01","ids":{"openalex":"https://openalex.org/W2136256398","doi":"https://doi.org/10.4304/jcp.4.3.251-258","mag":"2136256398"},"language":"en","primary_location":{"id":"doi:10.4304/jcp.4.3.251-258","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.4.3.251-258","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","raw_type":"journal-article"},"type":"article","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/A5026708856","display_name":"Xianfang Wang","orcid":"https://orcid.org/0000-0001-8355-1470"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xianfang Wang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101218165","display_name":"Zhiyong Du","orcid":"https://orcid.org/0000-0002-9958-9323"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhiyong Du","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078094295","display_name":"Jindong Chen","orcid":"https://orcid.org/0000-0002-3940-9968"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jindong Chen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5003260108","display_name":"Feng Pan","orcid":"https://orcid.org/0000-0002-5203-2683"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feng Pan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7638,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.78355303,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"4","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9781000018119812,"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/support-vector-machine","display_name":"Support vector machine","score":0.8976364135742188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7401110529899597},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6756795644760132},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6732637882232666},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6416195034980774},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6052703261375427},{"id":"https://openalex.org/keywords/maxima-and-minima","display_name":"Maxima and minima","score":0.5211175084114075},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49625617265701294},{"id":"https://openalex.org/keywords/relevance-vector-machine","display_name":"Relevance vector machine","score":0.48314422369003296},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.45689982175827026},{"id":"https://openalex.org/keywords/structured-support-vector-machine","display_name":"Structured support vector machine","score":0.41057395935058594},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38513118028640747},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3349902331829071},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.140364408493042}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8976364135742188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7401110529899597},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6756795644760132},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6732637882232666},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6416195034980774},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6052703261375427},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.5211175084114075},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49625617265701294},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.48314422369003296},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.45689982175827026},{"id":"https://openalex.org/C125168437","wikidata":"https://www.wikidata.org/wiki/Q7625184","display_name":"Structured support vector machine","level":3,"score":0.41057395935058594},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38513118028640747},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3349902331829071},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.140364408493042},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4304/jcp.4.3.251-258","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.4.3.251-258","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.415.6675","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.415.6675","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.academypublisher.com/jcp/vol04/no03/jcp0403251258.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W740415","https://openalex.org/W1663792126","https://openalex.org/W1964357740","https://openalex.org/W2001548922","https://openalex.org/W2021591268","https://openalex.org/W2072240692","https://openalex.org/W2092534630","https://openalex.org/W2124485076","https://openalex.org/W2148603752","https://openalex.org/W2156909104","https://openalex.org/W2357497810","https://openalex.org/W2393640272"],"related_works":["https://openalex.org/W2565312173","https://openalex.org/W2186666570","https://openalex.org/W2104936869","https://openalex.org/W2122277321","https://openalex.org/W2206547991","https://openalex.org/W2143867687","https://openalex.org/W3144681993","https://openalex.org/W1948992892","https://openalex.org/W2364362706","https://openalex.org/W2539940072"],"abstract_inverted_index":{"Abstract\u2014Due":[0],"to":[1,92,134],"the":[2,16,45,95,105,127],"complexity":[3],"and":[4,54,57,110],"high":[5,52,59],"non-linearity":[6],"of":[7,18,26,98],"biotechnical":[8,27,142],"process,":[9,143],"most":[10,63],"simple":[11],"mathematical":[12],"models":[13,116],"cannot":[14],"describe":[15],"behavior":[17],"biochemistry":[19],"systems":[20],"very":[21],"well.":[22],"Therefore,":[23],"dynamic":[24,96],"modeling":[25,93,128,135],"process":[28],"is":[29,35,42,132],"indispensable.":[30],"Support":[31],"vector":[32,65,88,146],"machine":[33,38,66,89],"(SVM)":[34],"a":[36],"novel":[37],"learning":[39],"method,":[40],"which":[41,73],"powerful":[43],"for":[44,78,94],"problem":[46],"characterized":[47],"by":[48],"small":[49],"sample,":[50],"non-linearity,":[51],"dimension":[53],"local":[55],"minima,":[56],"has":[58],"generalization.":[60],"But":[61],"currently":[62],"support":[64,87,145],"regression":[67],"(SVR)":[68],"training":[69],"algorithms":[70],"are":[71],"offline,":[72],"could":[74],"not":[75],"be":[76],"suit":[77],"time-variant":[79],"system.":[80],"So":[81],"an":[82],"improved":[83],"SVM":[84,107,119,131],"called":[85],"online":[86,130,144],"was":[90,108],"presented":[91],"feature":[97],"fermentation":[99],"process.":[100],"The":[101,123],"model":[102],"based":[103,117,129,136],"on":[104,118,137],"modified":[106],"developed":[109],"demonstrated":[111],"using":[112],"simulation":[113],"experiments.":[114],"Some":[115],"were":[120],"also":[121],"presented.":[122],"result":[124],"shows":[125],"that":[126],"superior":[133],"SVW.":[138],"Index":[139],"Terms\u2014dynamic":[140],"modeling,":[141],"machine,":[147],"on-line":[148],"estimation":[149],"I.":[150]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}