{"id":"https://openalex.org/W2031841303","doi":"https://doi.org/10.1145/2390832.2390842","title":"Plant leaves morphological categorization with shared nearest neighbours clustering","display_name":"Plant leaves morphological categorization with shared nearest neighbours clustering","publication_year":2012,"publication_date":"2012-11-02","ids":{"openalex":"https://openalex.org/W2031841303","doi":"https://doi.org/10.1145/2390832.2390842","mag":"2031841303"},"language":"en","primary_location":{"id":"doi:10.1145/2390832.2390842","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2390832.2390842","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM international workshop on Multimedia analysis for ecological data","raw_type":"proceedings-article"},"type":"conference-paper","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/A5034399207","display_name":"Amel Hamzaoui","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304"]},{"id":"https://openalex.org/I4210101743","display_name":"Laboratoire d'Informatique, de Robotique et de Micro\u00e9lectronique de Montpellier","ror":"https://ror.org/013yean28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210101743","https://openalex.org/I4210159245","https://openalex.org/I4405261681"]},{"id":"https://openalex.org/I4210163794","display_name":"Data Management (Italy)","ror":"https://ror.org/017j5za44","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210163794"]}],"countries":["FR","IT"],"is_corresponding":false,"raw_author_name":"Amel Hamzaoui","raw_affiliation_strings":["INRIA, France, France","IMEDIA2 - Images et multim\u00e9dia : indexation, navigation et recherche (France)","ZENITH - Scientific Data Management (LIRMM, 161 rue Ada, 34000 Montpellier - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA, France, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"IMEDIA2 - Images et multim\u00e9dia : indexation, navigation et recherche (France)","institution_ids":[]},{"raw_affiliation_string":"ZENITH - Scientific Data Management (LIRMM, 161 rue Ada, 34000 Montpellier - France)","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4210101743","https://openalex.org/I4210163794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015501462","display_name":"Alexis Joly","orcid":"https://orcid.org/0000-0002-2161-9940"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I205747304","display_name":"Institut National Polytechnique de Toulouse","ror":"https://ror.org/033p9g875","country_code":"FR","type":"education","lineage":["https://openalex.org/I205747304"]},{"id":"https://openalex.org/I4210101743","display_name":"Laboratoire d'Informatique, de Robotique et de Micro\u00e9lectronique de Montpellier","ror":"https://ror.org/013yean28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210101743","https://openalex.org/I4210159245","https://openalex.org/I4405261681"]},{"id":"https://openalex.org/I4210163794","display_name":"Data Management (Italy)","ror":"https://ror.org/017j5za44","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210163794"]}],"countries":["FR","IT"],"is_corresponding":false,"raw_author_name":"Alexis Joly","raw_affiliation_strings":["INRIA, France, France","ZENITH - Scientific Data Management (LIRMM, 161 rue Ada, 34000 Montpellier - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA, France, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"ZENITH - Scientific Data Management (LIRMM, 161 rue Ada, 34000 Montpellier - France)","institution_ids":["https://openalex.org/I205747304","https://openalex.org/I4210101743","https://openalex.org/I4210163794"]}]},{"author_position":"last","author":{"id":null,"display_name":"Herv\u00e9 Go\u00ebau","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210126360","display_name":"Centre Inria de Saclay","ror":"https://ror.org/0315e5x55","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210126360"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Herv\u00e9 Go\u00ebau","raw_affiliation_strings":["INRIA, France, France","Inria Saclay - Ile de France (1 rue Honor\u00e9 d'Estienne d'Orves\r\n\r\nB\u00e2timent Alan Turing\r\n\r\nCampus de l'\u00c9cole Polytechnique\r\n\r\n91120 Palaiseau - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA, France, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Inria Saclay - Ile de France (1 rue Honor\u00e9 d'Estienne d'Orves\r\n\r\nB\u00e2timent Alan Turing\r\n\r\nCampus de l'\u00c9cole Polytechnique\r\n\r\n91120 Palaiseau - France)","institution_ids":["https://openalex.org/I142476485","https://openalex.org/I4210126360"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0377,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82495612,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"37","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9883999824523926,"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"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9883999824523926,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9793000221252441,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9787999987602234,"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/computer-science","display_name":"Computer science","score":0.8107346892356873},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7832319736480713},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6660681962966919},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5793483257293701},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5241708755493164},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5240612030029297},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5234657526016235},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.49593886733055115},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.43695589900016785},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.428725004196167},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3604532480239868},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06798213720321655}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8107346892356873},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7832319736480713},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6660681962966919},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5793483257293701},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5241708755493164},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5240612030029297},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5234657526016235},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.49593886733055115},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.43695589900016785},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.428725004196167},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3604532480239868},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06798213720321655},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2390832.2390842","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2390832.2390842","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM international workshop on Multimedia analysis for ecological data","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1597338246","https://openalex.org/W2000112453","https://openalex.org/W2016108110","https://openalex.org/W2085261163","https://openalex.org/W2090099017","https://openalex.org/W2132002525","https://openalex.org/W2382757853","https://openalex.org/W6635762881"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W2370459448","https://openalex.org/W2105067402"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3,58],"original":[4],"experiment":[5],"aimed":[6],"at":[7,48],"evaluating":[8],"if":[9,73],"state-of-the-art":[10],"visual":[11,45,62,80],"clustering":[12,27,37],"techniques":[13],"are":[14,85,110],"able":[15],"to":[16,41,65,122],"automatically":[17,117],"recover":[18],"morphological":[19,70,101,127],"classifications":[20],"built":[21,129],"by":[22,105,130],"the":[23,49,126,131],"botanists":[24],"themselves.":[25],"The":[26,108],"phase":[28],"is":[29,55],"based":[30],"on":[31,87],"a":[32,76],"recent":[33],"Shared-Nearest":[34],"Neighbours":[35],"(SNN)":[36],"algorithm,":[38],"which":[39],"allows":[40],"combine":[42],"effectively":[43],"heterogeneous":[44],"information":[46],"sources":[47,81],"category":[50],"level.":[51],"Each":[52],"resulting":[53],"cluster":[54],"associated":[56],"with":[57,100],"optimal":[59],"selection":[60],"of":[61,79,125],"similarities,":[63],"allowing":[64],"discover":[66],"diverse":[67],"and":[68],"meaningful":[69],"categories":[71],"even":[72],"we":[74],"use":[75],"blind":[77],"set":[78],"as":[82],"input.":[83],"Experiments":[84],"performed":[86],"ImageCLEF":[88],"2011":[89],"plant":[90],"identification":[91],"dataset,":[92],"that":[93],"was":[94],"specifically":[95],"enriched":[96],"in":[97],"this":[98],"work":[99],"attributes":[102],"tags":[103],"(annotated":[104],"expert":[106],"botanists).":[107],"results":[109],"very":[111],"promising,":[112],"since":[113],"all":[114],"clusters":[115],"discovered":[116],"can":[118],"be":[119],"easily":[120],"matched":[121],"one":[123],"node":[124],"tree":[128],"botanists.":[132]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
