{"id":"https://openalex.org/W4405908507","doi":"https://doi.org/10.1109/itw61385.2024.10806927","title":"Multispectral Band Selection Using Correlation Explanation for Identification of Discriminative Bands Related to Grapevine Diseases","display_name":"Multispectral Band Selection Using Correlation Explanation for Identification of Discriminative Bands Related to Grapevine Diseases","publication_year":2024,"publication_date":"2024-11-24","ids":{"openalex":"https://openalex.org/W4405908507","doi":"https://doi.org/10.1109/itw61385.2024.10806927"},"language":"en","primary_location":{"id":"doi:10.1109/itw61385.2024.10806927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itw61385.2024.10806927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Information Theory Workshop (ITW)","raw_type":"proceedings-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/A5028144932","display_name":"Shurong Zhang","orcid":"https://orcid.org/0009-0001-5127-5317"},"institutions":[{"id":"https://openalex.org/I96226040","display_name":"Universit\u00e9 de Reims Champagne-Ardenne","ror":"https://ror.org/03hypw319","country_code":"FR","type":"education","lineage":["https://openalex.org/I96226040"]},{"id":"https://openalex.org/I4210137396","display_name":"Centre de Recherche en \u00c9conomie et Statistique","ror":"https://ror.org/0449khs19","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142476485","https://openalex.org/I4210108488","https://openalex.org/I4210108488","https://openalex.org/I4210137396","https://openalex.org/I4210145102","https://openalex.org/I4210145102","https://openalex.org/I4210150854","https://openalex.org/I84009706"]},{"id":"https://openalex.org/I4210100943","display_name":"Centre de Recherche en Sciences et Technologies de l'Information et de la Communication","ror":"https://ror.org/016wdna72","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210100943","https://openalex.org/I4210141980","https://openalex.org/I96226040"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Shurong Zhang","raw_affiliation_strings":["Universit&#x00E9; de Reims Champagne-Ardenne, CReSTIC,Reims France","CRESTIC - Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (UFR Sciences Exactes et Naturelles, Moulin de la Housse, BP 1039, 51687 Reims CEDEX 2, FRANCE - France)"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; de Reims Champagne-Ardenne, CReSTIC,Reims France","institution_ids":["https://openalex.org/I96226040","https://openalex.org/I4210100943"]},{"raw_affiliation_string":"CRESTIC - Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (UFR Sciences Exactes et Naturelles, Moulin de la Housse, BP 1039, 51687 Reims CEDEX 2, FRANCE - France)","institution_ids":["https://openalex.org/I4210100943","https://openalex.org/I4210137396"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066371865","display_name":"Alban Goupil","orcid":"https://orcid.org/0000-0003-4308-9968"},"institutions":[{"id":"https://openalex.org/I4210100943","display_name":"Centre de Recherche en Sciences et Technologies de l'Information et de la Communication","ror":"https://ror.org/016wdna72","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210100943","https://openalex.org/I4210141980","https://openalex.org/I96226040"]},{"id":"https://openalex.org/I4210137396","display_name":"Centre de Recherche en \u00c9conomie et Statistique","ror":"https://ror.org/0449khs19","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142476485","https://openalex.org/I4210108488","https://openalex.org/I4210108488","https://openalex.org/I4210137396","https://openalex.org/I4210145102","https://openalex.org/I4210145102","https://openalex.org/I4210150854","https://openalex.org/I84009706"]},{"id":"https://openalex.org/I96226040","display_name":"Universit\u00e9 de Reims Champagne-Ardenne","ror":"https://ror.org/03hypw319","country_code":"FR","type":"education","lineage":["https://openalex.org/I96226040"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alban Goupil","raw_affiliation_strings":["Universit&#x00E9; de Reims Champagne-Ardenne, CReSTIC,Reims France","CRESTIC - Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (UFR Sciences Exactes et Naturelles, Moulin de la Housse, BP 1039, 51687 Reims CEDEX 2, FRANCE - France)"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; de Reims Champagne-Ardenne, CReSTIC,Reims France","institution_ids":["https://openalex.org/I96226040","https://openalex.org/I4210100943"]},{"raw_affiliation_string":"CRESTIC - Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (UFR Sciences Exactes et Naturelles, Moulin de la Housse, BP 1039, 51687 Reims CEDEX 2, FRANCE - France)","institution_ids":["https://openalex.org/I4210100943","https://openalex.org/I4210137396"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082749809","display_name":"Val\u00e9riu Vrabie","orcid":"https://orcid.org/0000-0003-4249-0207"},"institutions":[{"id":"https://openalex.org/I96226040","display_name":"Universit\u00e9 de Reims Champagne-Ardenne","ror":"https://ror.org/03hypw319","country_code":"FR","type":"education","lineage":["https://openalex.org/I96226040"]},{"id":"https://openalex.org/I4210100943","display_name":"Centre de Recherche en Sciences et Technologies de l'Information et de la Communication","ror":"https://ror.org/016wdna72","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210100943","https://openalex.org/I4210141980","https://openalex.org/I96226040"]},{"id":"https://openalex.org/I4210137396","display_name":"Centre de Recherche en \u00c9conomie et Statistique","ror":"https://ror.org/0449khs19","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142476485","https://openalex.org/I4210108488","https://openalex.org/I4210108488","https://openalex.org/I4210137396","https://openalex.org/I4210145102","https://openalex.org/I4210145102","https://openalex.org/I4210150854","https://openalex.org/I84009706"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Valeriu Vrabie","raw_affiliation_strings":["Universit&#x00E9; de Reims Champagne-Ardenne, CReSTIC,Reims France","CRESTIC - Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (UFR Sciences Exactes et Naturelles, Moulin de la Housse, BP 1039, 51687 Reims CEDEX 2, FRANCE - France)"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; de Reims Champagne-Ardenne, CReSTIC,Reims France","institution_ids":["https://openalex.org/I96226040","https://openalex.org/I4210100943"]},{"raw_affiliation_string":"CRESTIC - Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (UFR Sciences Exactes et Naturelles, Moulin de la Housse, BP 1039, 51687 Reims CEDEX 2, FRANCE - France)","institution_ids":["https://openalex.org/I4210100943","https://openalex.org/I4210137396"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009122912","display_name":"E. Perrin","orcid":"https://orcid.org/0000-0002-3083-7624"},"institutions":[{"id":"https://openalex.org/I96226040","display_name":"Universit\u00e9 de Reims Champagne-Ardenne","ror":"https://ror.org/03hypw319","country_code":"FR","type":"education","lineage":["https://openalex.org/I96226040"]},{"id":"https://openalex.org/I4210100943","display_name":"Centre de Recherche en Sciences et Technologies de l'Information et de la Communication","ror":"https://ror.org/016wdna72","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210100943","https://openalex.org/I4210141980","https://openalex.org/I96226040"]},{"id":"https://openalex.org/I4210137396","display_name":"Centre de Recherche en \u00c9conomie et Statistique","ror":"https://ror.org/0449khs19","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142476485","https://openalex.org/I4210108488","https://openalex.org/I4210108488","https://openalex.org/I4210137396","https://openalex.org/I4210145102","https://openalex.org/I4210145102","https://openalex.org/I4210150854","https://openalex.org/I84009706"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Eric Perrin","raw_affiliation_strings":["Universit&#x00E9; de Reims Champagne-Ardenne, CReSTIC,Reims France","CRESTIC - Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (UFR Sciences Exactes et Naturelles, Moulin de la Housse, BP 1039, 51687 Reims CEDEX 2, FRANCE - France)"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; de Reims Champagne-Ardenne, CReSTIC,Reims France","institution_ids":["https://openalex.org/I96226040","https://openalex.org/I4210100943"]},{"raw_affiliation_string":"CRESTIC - Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (UFR Sciences Exactes et Naturelles, Moulin de la Housse, BP 1039, 51687 Reims CEDEX 2, FRANCE - France)","institution_ids":["https://openalex.org/I4210100943","https://openalex.org/I4210137396"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108376554","display_name":"Marie-Laure Panon","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088712","display_name":"Comit\u00e9 Champagne","ror":"https://ror.org/00380qe69","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210088712"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marie-Laure Panon","raw_affiliation_strings":["Comit&#x00E9; Champagne,&#x00C9;pernay,France,51200"],"affiliations":[{"raw_affiliation_string":"Comit&#x00E9; Champagne,&#x00C9;pernay,France,51200","institution_ids":["https://openalex.org/I4210088712"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5028144932"],"corresponding_institution_ids":["https://openalex.org/I4210100943","https://openalex.org/I4210137396","https://openalex.org/I96226040"],"apc_list":null,"apc_paid":null,"fwci":0.4995,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62109934,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"502","last_page":"507"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9919999837875366,"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":0.9919999837875366,"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":0.9868999719619751,"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":0.9760000109672546,"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/discriminative-model","display_name":"Discriminative model","score":0.8771304488182068},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.8281166553497314},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.638711154460907},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5962772369384766},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5805113315582275},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.528069019317627},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5126511454582214},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48929330706596375},{"id":"https://openalex.org/keywords/vitis-vinifera","display_name":"Vitis vinifera","score":0.44757843017578125},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.36696672439575195},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2915307283401489},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.23463740944862366},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2180485725402832},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.17432087659835815}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8771304488182068},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.8281166553497314},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.638711154460907},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5962772369384766},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5805113315582275},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.528069019317627},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5126511454582214},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48929330706596375},{"id":"https://openalex.org/C2992143071","wikidata":"https://www.wikidata.org/wiki/Q30046","display_name":"Vitis vinifera","level":2,"score":0.44757843017578125},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.36696672439575195},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2915307283401489},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.23463740944862366},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2180485725402832},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.17432087659835815},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/itw61385.2024.10806927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itw61385.2024.10806927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Information Theory Workshop (ITW)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04879332v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04879332","pdf_url":null,"source":{"id":"https://openalex.org/S4406922398","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024 IEEE Information Theory Workshop (ITW), Nov 2024, Shenzhen, China. IEEE, pp.502-507, 2024, 979-8-3503-4893-4. &#x27E8;10.1109/ITW61385.2024.10806927&#x27E9;","raw_type":"Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W68432876","https://openalex.org/W1554230853","https://openalex.org/W1703672021","https://openalex.org/W1977556410","https://openalex.org/W1985059878","https://openalex.org/W2049017883","https://openalex.org/W2051224630","https://openalex.org/W2057495411","https://openalex.org/W2085487226","https://openalex.org/W2132914434","https://openalex.org/W2144938562","https://openalex.org/W2154053567","https://openalex.org/W2182468807","https://openalex.org/W3022057558","https://openalex.org/W6633702045"],"related_works":["https://openalex.org/W4318664220","https://openalex.org/W2771047279","https://openalex.org/W4388409104","https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2124951708","https://openalex.org/W1544811710","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W2253391108"],"abstract_inverted_index":{"The":[0,196],"detection":[1],"and":[2,57,65,138,147,204],"control":[3],"of":[4,10,40,46,48,60,63,104,121,164,172,175,189,200],"diseases":[5,59],"is":[6],"a":[7,119,170],"primary":[8],"objective":[9],"French":[11],"viticultural":[12],"research.":[13],"In":[14],"this":[15],"context,":[16],"we":[17,84],"have":[18],"collected":[19],"Near":[20],"Infra-Red":[21],"(NIR)":[22],"spectra":[23,100],"on":[24],"vine":[25,50,177],"leaves":[26,64],"over":[27],"different":[28,186],"acquisition":[29,79,108,149,187],"times,":[30],"three":[31],"years":[32,192],"from":[33,98],"2021":[34],"to":[35,52,72,77,140,151,156],"2023,":[36],"with":[37,75,144,169],"the":[38,42,49,78,86,102,107,126,129,134,145,148,153,157,162,176,185,191],"aim":[39],"selecting":[41],"discriminating":[43],"spectral":[44,166],"bands":[45,71,97,122,143,154,167,215],"yellowing":[47,174],"compared":[51],"healthy":[53],"plants,":[54],"confounding":[55],"symptoms,":[56],"other":[58,213],"vines:":[61],"rolling":[62],"esca.":[66],"We":[67],"also":[68],"want":[69],"these":[70,142],"be":[73],"insensitive":[74],"respect":[76],"time.":[80],"To":[81],"achieve":[82],"this,":[83],"adapt":[85],"Correlation":[87],"Explanation":[88],"(CorEx)":[89],"algorithm":[90],"so":[91],"that":[92,123,209],"it":[93],"can":[94],"select":[95],"suitable":[96],"NIR":[99],"under":[101],"constraint":[103],"insensitivity":[105],"versus":[106],"times":[109,188],"(CorEx-BS).":[110],"Our":[111],"two-steps":[112],"method":[113,211],"consists":[114],"firstly":[115],"in":[116,178,193,198],"searching":[117],"for":[118],"set":[120],"best":[124],"explain":[125],"correlations":[127],"between":[128],"wavelengths,":[130],"as":[131],"measured":[132],"by":[133],"multivariate":[135],"mutual":[136],"information,":[137],"secondly":[139],"bind":[141],"labels":[146],"time":[150],"get":[152],"relevant":[155],"labels.":[158],"This":[159],"approach":[160],"facilitates":[161],"discovery":[163],"distinctive":[165],"associated":[168],"class":[171],"interest,":[173],"our":[179,194,210],"application,":[180],"which":[181],"are":[182],"robust":[183],"regarding":[184],"spectra,":[190],"case.":[195],"results":[197],"terms":[199],"Davies-Bouldin":[201],"index":[202],"(DB)":[203],"Calinski-Harabasz":[205],"Index":[206,219],"(CH)":[207],"show":[208],"outperforms":[212],"classical":[214],"clustering":[216],"selection":[217],"techniques.":[218],"Terms-Correlation":[220],"Explanation,":[221],"Band":[222,224],"clustering,":[223],"selection,":[225],"Classification,":[226],"Grapevine":[227],"Flavescence":[228],"Dor\u00e9e":[229]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
