乐胖代购免代理版

{"id":"https://openalex.org/W2128172975","doi":"https://doi.org/10.1109/ijcnn.2008.4633918","title":"Using Variable Neighborhood Search to improve the Support Vector Machine performance in embedded automotive applications","display_name":"Using Variable Neighborhood Search to improve the Support Vector Machine performance in embedded automotive applications","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2128172975","doi":"https://doi.org/10.1109/ijcnn.2008.4633918","mag":"2128172975"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4633918","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5019440355","display_name":"Enrique Alba","orcid":"https://orcid.org/0000-0002-5520-8875"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"funder","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Enrique Alba","raw_affiliation_strings":["Dept. de Lenguajes y Cienc. de la Comput., Univ. of Malaga, Malaga"],"affiliations":[{"raw_affiliation_string":"Dept. de Lenguajes y Cienc. de la Comput., Univ. of Malaga, Malaga","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036611143","display_name":"Davide Anguita","orcid":"https://orcid.org/0000-0001-7523-5291"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"funder","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Anguita","raw_affiliation_strings":["Dept. of Biophys. & Electron. Eng., Univ. of Genova, Genoa"],"affiliations":[{"raw_affiliation_string":"Dept. of Biophys. & Electron. Eng., Univ. of Genova, Genoa","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078185707","display_name":"Alessandro Ghio","orcid":"https://orcid.org/0000-0002-2370-0179"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"funder","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Ghio","raw_affiliation_strings":["Dept. of Biophys. & Electron. Eng., Univ. of Genova, Genoa"],"affiliations":[{"raw_affiliation_string":"Dept. of Biophys. & Electron. Eng., Univ. of Genova, Genoa","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072692847","display_name":"Sandro Ridella","orcid":"https://orcid.org/0000-0003-0612-8219"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"funder","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sandro Ridella","raw_affiliation_strings":["Dept. of Biophys. & Electron. Eng., Univ. of Genova, Genoa"],"affiliations":[{"raw_affiliation_string":"Dept. of Biophys. & Electron. Eng., Univ. of Genova, Genoa","institution_ids":["https://openalex.org/I83816512"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.246,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":12,"citation_normalized_percentile":{"value":0.796835,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":84,"max":85},"biblio":{"volume":null,"issue":null,"first_page":"984","last_page":"988"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9994,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9994,"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/T10057","display_name":"Face and Expression Recognition","score":0.9984,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9965,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.79928386}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8418791},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.79928386},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7345649},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.6958146},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.69462013},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.56964016},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.51126266},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.39831436},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3499943},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34294644},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32599628},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15970302},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4633918","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.44,"id":"https://metadata.un.org/sdg/9"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":34,"referenced_works":["https://openalex.org/W1534045299","https://openalex.org/W1563088657","https://openalex.org/W1581259167","https://openalex.org/W1606017041","https://openalex.org/W1963722242","https://openalex.org/W1977392117","https://openalex.org/W2004617458","https://openalex.org/W2010334716","https://openalex.org/W2025201350","https://openalex.org/W2039568841","https://openalex.org/W2069986613","https://openalex.org/W2082988498","https://openalex.org/W2096192980","https://openalex.org/W2098604590","https://openalex.org/W2101087512","https://openalex.org/W2104226279","https://openalex.org/W2112203433","https://openalex.org/W2117151961","https://openalex.org/W2119523464","https://openalex.org/W2119821739","https://openalex.org/W2121332089","https://openalex.org/W2124367109","https://openalex.org/W2132679010","https://openalex.org/W2133078477","https://openalex.org/W2133958955","https://openalex.org/W2146981186","https://openalex.org/W2154740476","https://openalex.org/W2158001550","https://openalex.org/W2161629484","https://openalex.org/W2163079863","https://openalex.org/W2600961830","https://openalex.org/W4211231030","https://openalex.org/W4239510810","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4361795583","https://openalex.org/W4312993667","https://openalex.org/W3195168932","https://openalex.org/W3194539120","https://openalex.org/W2979979539","https://openalex.org/W2937631562","https://openalex.org/W2921054019","https://openalex.org/W2101819884","https://openalex.org/W1996541855","https://openalex.org/W169774068"],"abstract_inverted_index":{"In":[0],"this":[1],"work":[2],"we":[3],"show":[4],"that":[5],"a":[6,66],"metaheuristic,":[7],"the":[8,21,24,28,36,39],"variable":[9],"neighborhood":[10],"search":[11],"(VNS),":[12],"can":[13],"be":[14],"effectively":[15],"used":[16,81],"in":[17],"order":[18],"to":[19,79],"improve":[20],"performance":[22,76],"of":[23,27,38,42],"hardware-friendly":[25],"version":[26],"support":[29],"vector":[30],"machine":[31],"(SVM).":[32],"Our":[33],"target":[34],"is":[35],"implementation":[37],"feed-forward":[40],"phase":[41],"SVM":[43],"on":[44,65],"resource-limited":[45],"hardware":[46],"devices,":[47],"such":[48],"as":[49],"field":[50],"programmable":[51],"gate":[52],"arrays":[53],"(FPGAs)":[54],"and":[55],"digital":[56],"signal":[57],"processors":[58],"(DSPs).":[59],"The":[60],"proposal":[61],"has":[62],"been":[63],"tested":[64],"machine-vision":[67],"benchmark":[68],"dataset":[69],"for":[70],"embedded":[71],"automotive":[72],"applications,":[73],"showing":[74],"considerable":[75],"improvements":[77],"respect":[78],"previously":[80],"techniques.":[82]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2128172975","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-03-21T14:05:34.439746","created_date":"2016-06-24"}