乐胖代购免代理版

{"id":"https://openalex.org/W2011915334","doi":"https://doi.org/10.1109/cies.2014.7011850","title":"Determination of sugar content in whole Port Wine grape berries combining hyperspectral imaging with neural networks methodologies","display_name":"Determination of sugar content in whole Port Wine grape berries combining hyperspectral imaging with neural networks methodologies","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2011915334","doi":"https://doi.org/10.1109/cies.2014.7011850","mag":"2011915334"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cies.2014.7011850","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/A5046190859","display_name":"V\u00e9ronique Gomes","orcid":"https://orcid.org/0000-0002-1281-4760"},"institutions":[{"id":"https://openalex.org/I155381812","display_name":"University of Tr\u00e1s-os-Montes and Alto Douro","ror":"https://ror.org/03qc8vh97","country_code":"PT","type":"education","lineage":["https://openalex.org/I155381812"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Veronique M. Gomes","raw_affiliation_strings":["CITAB-Centre for the Research and Technology of Agro-Environmental and Biological Sciences, Universidade de Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal"],"affiliations":[{"raw_affiliation_string":"CITAB-Centre for the Research and Technology of Agro-Environmental and Biological Sciences, Universidade de Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal","institution_ids":["https://openalex.org/I155381812"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080128396","display_name":"Armando Fernandes","orcid":"https://orcid.org/0000-0001-7850-0847"},"institutions":[{"id":"https://openalex.org/I155381812","display_name":"University of Tr\u00e1s-os-Montes and Alto Douro","ror":"https://ror.org/03qc8vh97","country_code":"PT","type":"education","lineage":["https://openalex.org/I155381812"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Armando M. Fernandes","raw_affiliation_strings":["CITAB-Centre for the Research and Technology of Agro-Environmental and Biological Sciences, Universidade de Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal","Center of Intelligent Systems, Instituto Superior Tecnico Universidade de Lisboa, Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"CITAB-Centre for the Research and Technology of Agro-Environmental and Biological Sciences, Universidade de Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal","institution_ids":["https://openalex.org/I155381812"]},{"raw_affiliation_string":"Center of Intelligent Systems, Instituto Superior Tecnico Universidade de Lisboa, Lisboa, Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080419140","display_name":"Arlete Faia","orcid":null},"institutions":[{"id":"https://openalex.org/I155381812","display_name":"University of Tr\u00e1s-os-Montes and Alto Douro","ror":"https://ror.org/03qc8vh97","country_code":"PT","type":"education","lineage":["https://openalex.org/I155381812"]},{"id":"https://openalex.org/I4210167387","display_name":"Institute for Biotechnology and Bioengineering","ror":"https://ror.org/05ws8g470","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4210167387"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Arlete Faia","raw_affiliation_strings":["IBB-Institute for Biotechnology and Bioengineering, Universidade de Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal"],"affiliations":[{"raw_affiliation_string":"IBB-Institute for Biotechnology and Bioengineering, Universidade de Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal","institution_ids":["https://openalex.org/I155381812","https://openalex.org/I4210167387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031794649","display_name":"Pedro Melo\u2010Pinto","orcid":"https://orcid.org/0000-0001-8257-0143"},"institutions":[{"id":"https://openalex.org/I155381812","display_name":"University of Tr\u00e1s-os-Montes and Alto Douro","ror":"https://ror.org/03qc8vh97","country_code":"PT","type":"education","lineage":["https://openalex.org/I155381812"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro Melo-Pinto","raw_affiliation_strings":["Departamento de Engenharias, Universidade de Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal"],"affiliations":[{"raw_affiliation_string":"Departamento de Engenharias, Universidade de Tr\u00e1s-os-Montes e Alto Douro, Vila Real, Portugal","institution_ids":["https://openalex.org/I155381812"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.61,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":16,"citation_normalized_percentile":{"value":0.856814,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":90},"biblio":{"volume":null,"issue":null,"first_page":"188","last_page":"193"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9997,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9997,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10750","display_name":"Fermentation and Sensory Analysis","score":0.9977,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11796","display_name":"Horticultural and Viticultural Research","score":0.9971,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/brix","display_name":"Brix","score":0.5057678},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.46012473}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.74532104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7197471},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.6375001},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5670284},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.56277895},{"id":"https://openalex.org/C47452053","wikidata":"https://www.wikidata.org/wiki/Q836941","display_name":"Brix","level":3,"score":0.5057678},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.47097492},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.46012473},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45448965},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.42628196},{"id":"https://openalex.org/C55952523","wikidata":"https://www.wikidata.org/wiki/Q3014419","display_name":"Wine","level":2,"score":0.42618424},{"id":"https://openalex.org/C2777108408","wikidata":"https://www.wikidata.org/wiki/Q11002","display_name":"Sugar","level":2,"score":0.40177995},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38817358},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34511864},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.20789704},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.107467115},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07800776},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cies.2014.7011850","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":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":21,"referenced_works":["https://openalex.org/W1973128549","https://openalex.org/W1989292319","https://openalex.org/W2025357764","https://openalex.org/W2042788033","https://openalex.org/W2047610499","https://openalex.org/W2048976066","https://openalex.org/W2051283588","https://openalex.org/W2084662124","https://openalex.org/W2092485527","https://openalex.org/W2093711802","https://openalex.org/W2106142197","https://openalex.org/W2115288016","https://openalex.org/W2124776405","https://openalex.org/W2146884475","https://openalex.org/W2162012409","https://openalex.org/W2171672968","https://openalex.org/W2249919271","https://openalex.org/W2298008303","https://openalex.org/W2322236984","https://openalex.org/W2507329768","https://openalex.org/W587745668"],"related_works":["https://openalex.org/W4285337533","https://openalex.org/W3209970181","https://openalex.org/W3138055416","https://openalex.org/W3094735304","https://openalex.org/W3019226033","https://openalex.org/W2982831492","https://openalex.org/W2187490799","https://openalex.org/W2072166414","https://openalex.org/W2028462208","https://openalex.org/W1574942924"],"abstract_inverted_index":{"The":[0,97,147,190],"potential":[1],"of":[2,14,46,65,156,160,176,180],"hyperspectral":[3,87],"imaging":[4],"combined":[5],"with":[6,57,70,117,168,215],"machine":[7,49],"learning":[8,50],"algorithms":[9],"to":[10,30,41,61,84],"measure":[11],"sugar":[12,98],"content":[13,99],"whole":[15,76],"grape":[16,36,77],"berries":[17,78],"is":[18,223],"presented,":[19],"as":[20],"a":[21,118,122,210,226],"starting":[22],"point":[23],"for":[24,81,130,163,183],"developing":[25],"generalized":[26],"and":[27,94,139,158,171,178,201],"flexible":[28],"frameworks":[29],"estimate":[31],"enological":[32],"parameters":[33],"in":[34,89,109],"wine":[35],"berries.":[37],"In":[38],"this":[39],"context,":[40],"evaluate":[42],"the":[43,47,63,71,86,103,128,140,164,184,203,216,221],"generalization":[44,227],"ability":[45],"used":[48,80,143],"procedure,":[51],"two":[52,110],"neural":[53,112,132,165,188,196,207],"networks":[54,113,133,197],"were":[55,79],"trained":[56,114,167],"different":[58,111,123],"training":[59,186,205],"data":[60,73,119,170,187,206],"compare":[62],"performance":[64,212],"each":[66,82,115],"one":[67,116],"when":[68,213],"tested":[69],"same":[72],"set.":[74],"Six":[75],"sample":[83],"draw":[85],"spectrum":[88],"reflectance":[90],"mode":[91],"between":[92],"308":[93],"1028":[95],"nm.":[96],"was":[100,134,144],"estimated":[101],"from":[102,121,145],"spectra":[104],"using":[105],"feedforward":[106],"multiplayer":[107],"perceptrons":[108],"set":[120,142,149],"year":[124],"(2012":[125],"&":[126],"2013);":[127],"validation":[129],"both":[131,195],"done":[135],"by":[136],"n-fold":[137],"cross-validation,":[138],"test":[141,148],"2013.":[146],"revealed":[150],"R":[151,172],"2":[154,175],"values":[155],"0.906":[157],"RMSE":[159,179],"1.165":[161],"\u00b0Brix":[162,182],"network":[166,208],"2012":[169,204],"0.959":[177],"1.026":[181],"2013":[185],"network.":[189],"results":[191,200],"obtained":[192],"indicate":[193],"that":[194,202,220],"present":[198],"good":[199,211],"exhibits":[209],"compared":[214],"other":[217],"NN,":[218],"suggesting":[219],"approach":[222],"robust":[224],"since":[225],"(without":[228],"further":[229],"training)":[230],"over":[231],"years":[232],"may":[233],"be":[234],"obtainable.":[235]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2011915334","counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-01-06T22:23:35.956649","created_date":"2016-06-24"}