{"id":"https://openalex.org/W1551682530","doi":"https://doi.org/10.1007/978-3-540-74972-1_11","title":"A Vision-Based Hybrid Classifier for Weeds Detection in Precision Agriculture Through the Bayesian and Fuzzy k-Means Paradigms","display_name":"A Vision-Based Hybrid Classifier for Weeds Detection in Precision Agriculture Through the Bayesian and Fuzzy k-Means Paradigms","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W1551682530","doi":"https://doi.org/10.1007/978-3-540-74972-1_11","mag":"1551682530"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-74972-1_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74972-1_11","pdf_url":null,"source":{"id":"https://openalex.org/S4210208846","display_name":"Advances in intelligent and soft computing","issn_l":"1867-5662","issn":["1867-5662","1867-5670"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Soft Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5091482754","display_name":"Alberto Tellaeche","orcid":"https://orcid.org/0000-0001-9236-1951"},"institutions":[{"id":"https://openalex.org/I4210134847","display_name":"Centro Tecnol\u00f3gico de Investigaci\u00f3n, Desarrollo e Innovaci\u00f3n en tecnolog\u00edas de la Informaci\u00f3n y las Comunicaciones (TIC)","ror":"https://ror.org/02s69db58","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210134847"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alberto Tellaeche","raw_affiliation_strings":["Dept. Inform\u00e1tica y Autom\u00e1tica, E.T.S. Inform\u00e1tica- UNED, 28040, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Inform\u00e1tica y Autom\u00e1tica, E.T.S. Inform\u00e1tica- UNED, 28040, Madrid, Spain","institution_ids":["https://openalex.org/I4210134847"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102056467","display_name":"Xavier-P. BurgosArtizzu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125392","display_name":"Centre for Automation and Robotics","ror":"https://ror.org/02wh02235","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210125392","https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Xavier-P. BurgosArtizzu","raw_affiliation_strings":["Instituto de Autom\u00e1tica Industrial, CSIC. Arganda del Rey, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Autom\u00e1tica Industrial, CSIC. Arganda del Rey, Madrid, Spain","institution_ids":["https://openalex.org/I4210125392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006686357","display_name":"Gonzalo P\u00e1jares","orcid":"https://orcid.org/0000-0003-0915-6282"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]},{"id":"https://openalex.org/I97750245","display_name":"Software (Spain)","ror":"https://ror.org/02ethns06","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087817","https://openalex.org/I97750245"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gonzalo Pajares","raw_affiliation_strings":["Dept. Ingenier\u00eda del Software e Inteligencia Artificial, Facultad Inform\u00e1tica, Universidad Complutense, 28040, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Ingenier\u00eda del Software e Inteligencia Artificial, Facultad Inform\u00e1tica, Universidad Complutense, 28040, Madrid, Spain","institution_ids":["https://openalex.org/I121748325","https://openalex.org/I97750245"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041166102","display_name":"\u00c1ngela Ribeiro","orcid":"https://orcid.org/0000-0001-5807-8132"},"institutions":[{"id":"https://openalex.org/I4210125392","display_name":"Centre for Automation and Robotics","ror":"https://ror.org/02wh02235","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210125392","https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Angela Ribeiro","raw_affiliation_strings":["Instituto de Autom\u00e1tica Industrial, CSIC. Arganda del Rey, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Autom\u00e1tica Industrial, CSIC. Arganda del Rey, Madrid, Spain","institution_ids":["https://openalex.org/I4210125392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9812,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.80390575,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"72","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9991999864578247,"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":0.9991999864578247,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9858999848365784,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.6132519245147705},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.5930924415588379},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.5761880278587341},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5665298700332642},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.540320634841919},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5233002305030823},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.49852538108825684},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4743681848049164},{"id":"https://openalex.org/keywords/weed","display_name":"Weed","score":0.46025216579437256},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.45689675211906433},{"id":"https://openalex.org/keywords/noxious-weed","display_name":"Noxious weed","score":0.43388426303863525},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.429085910320282},{"id":"https://openalex.org/keywords/weed-control","display_name":"Weed control","score":0.4266122579574585},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3573716878890991},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.2643325924873352},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1298111081123352},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08035668730735779}],"concepts":[{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6132519245147705},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.5930924415588379},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.5761880278587341},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5665298700332642},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.540320634841919},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5233002305030823},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.49852538108825684},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4743681848049164},{"id":"https://openalex.org/C2775891814","wikidata":"https://www.wikidata.org/wiki/Q101879","display_name":"Weed","level":2,"score":0.46025216579437256},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.45689675211906433},{"id":"https://openalex.org/C121364248","wikidata":"https://www.wikidata.org/wiki/Q7067310","display_name":"Noxious weed","level":3,"score":0.43388426303863525},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.429085910320282},{"id":"https://openalex.org/C147273371","wikidata":"https://www.wikidata.org/wiki/Q2739141","display_name":"Weed control","level":2,"score":0.4266122579574585},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3573716878890991},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.2643325924873352},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1298111081123352},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08035668730735779},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-74972-1_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74972-1_11","pdf_url":null,"source":{"id":"https://openalex.org/S4210208846","display_name":"Advances in intelligent and soft computing","issn_l":"1867-5662","issn":["1867-5662","1867-5670"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Soft Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W146734498","https://openalex.org/W257609371","https://openalex.org/W1525257406","https://openalex.org/W1533162639","https://openalex.org/W1576391561","https://openalex.org/W2011325105","https://openalex.org/W2018724743","https://openalex.org/W2032279931","https://openalex.org/W2042108112","https://openalex.org/W2066312471","https://openalex.org/W2069027711","https://openalex.org/W2071423370","https://openalex.org/W2073503075","https://openalex.org/W2086212898","https://openalex.org/W2089525142","https://openalex.org/W2095699113","https://openalex.org/W2141169458","https://openalex.org/W2496352033","https://openalex.org/W2799061466","https://openalex.org/W3112703307","https://openalex.org/W4214831569","https://openalex.org/W4239875977"],"related_works":["https://openalex.org/W2506386864","https://openalex.org/W1988042813","https://openalex.org/W3049256127","https://openalex.org/W2605322552","https://openalex.org/W2019082283","https://openalex.org/W2076074519","https://openalex.org/W1592917383","https://openalex.org/W1966322886","https://openalex.org/W2279742145","https://openalex.org/W2486520318"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}