{"id":"https://openalex.org/W2952399150","doi":"https://doi.org/10.1145/3292500.3330712","title":"Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection","display_name":"Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection","publication_year":2019,"publication_date":"2019-07-25","ids":{"openalex":"https://openalex.org/W2952399150","doi":"https://doi.org/10.1145/3292500.3330712","mag":"2952399150"},"language":"en","primary_location":{"id":"doi:10.1145/3292500.3330712","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3292500.3330712","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.archives-ouvertes.fr/hal-02190790","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087642747","display_name":"Kevin Fauvel","orcid":"https://orcid.org/0000-0002-4050-8912"},"institutions":[{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Kevin Fauvel","raw_affiliation_strings":["Universite Rennes, Inria, CNRS, IRISA, Rennes, France"],"affiliations":[{"raw_affiliation_string":"Universite Rennes, Inria, CNRS, IRISA, Rennes, France","institution_ids":["https://openalex.org/I56067802","https://openalex.org/I2802519937","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047205834","display_name":"V\u00e9ronique Masson","orcid":null},"institutions":[{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"V\u00e9ronique Masson","raw_affiliation_strings":["Universite Rennes, Inria, CNRS, IRISA, Rennes, France"],"affiliations":[{"raw_affiliation_string":"Universite Rennes, Inria, CNRS, IRISA, Rennes, France","institution_ids":["https://openalex.org/I56067802","https://openalex.org/I2802519937","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104831088","display_name":"\u00c9lisa Fromont","orcid":"https://orcid.org/0000-0003-0133-3491"},"institutions":[{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"\u00c9lisa Fromont","raw_affiliation_strings":["Universite Rennes, Inria, CNRS, IRISA, Rennes, France"],"affiliations":[{"raw_affiliation_string":"Universite Rennes, Inria, CNRS, IRISA, Rennes, France","institution_ids":["https://openalex.org/I56067802","https://openalex.org/I2802519937","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056419768","display_name":"Philippe Faverdin","orcid":"https://orcid.org/0000-0003-3883-8389"},"institutions":[{"id":"https://openalex.org/I2800285241","display_name":"Institut Agro Rennes-Angers","ror":"https://ror.org/01s3fs709","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800285241","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]},{"id":"https://openalex.org/I4210094622","display_name":"Physiologie Environnement et G\u00e9n\u00e9tique pour l'Animal et les Syst\u00e8mes d'Elevage","ror":"https://ror.org/00mg8nf58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2800285241","https://openalex.org/I4210088668","https://openalex.org/I4210094622","https://openalex.org/I4210107254","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe Faverdin","raw_affiliation_strings":["PEGASE, INRA, AGROCAMPUS OUEST, Rennes, France"],"affiliations":[{"raw_affiliation_string":"PEGASE, INRA, AGROCAMPUS OUEST, Rennes, France","institution_ids":["https://openalex.org/I2800285241","https://openalex.org/I4210094622"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107414260","display_name":"Alexandre Termier","orcid":"https://orcid.org/0000-0003-1784-0017"},"institutions":[{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexandre Termier","raw_affiliation_strings":["Universite Rennes, Inria, CNRS, IRISA, Rennes, France"],"affiliations":[{"raw_affiliation_string":"Universite Rennes, Inria, CNRS, IRISA, Rennes, France","institution_ids":["https://openalex.org/I56067802","https://openalex.org/I2802519937","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5087642747"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2802519937","https://openalex.org/I56067802"],"apc_list":null,"apc_paid":null,"fwci":2.5106,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.89525418,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3051","last_page":"3059"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12365","display_name":"Effects of Environmental Stressors on Livestock","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/1103","display_name":"Animal Science and Zoology"},"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/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/3404","display_name":"Small Animals"},"field":{"id":"https://openalex.org/fields/34","display_name":"Veterinary"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.8606077432632446},{"id":"https://openalex.org/keywords/estrous-cycle","display_name":"Estrous cycle","score":0.8355405330657959},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5217248201370239},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44872209429740906},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40483736991882324},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39209654927253723},{"id":"https://openalex.org/keywords/animal-science","display_name":"Animal science","score":0.2726130485534668},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.18500292301177979}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8606077432632446},{"id":"https://openalex.org/C1998276","wikidata":"https://www.wikidata.org/wiki/Q388121","display_name":"Estrous cycle","level":2,"score":0.8355405330657959},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5217248201370239},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44872209429740906},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40483736991882324},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39209654927253723},{"id":"https://openalex.org/C140793950","wikidata":"https://www.wikidata.org/wiki/Q168091","display_name":"Animal science","level":1,"score":0.2726130485534668},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.18500292301177979}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3292500.3330712","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3292500.3330712","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02190790v1","is_oa":true,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-02190790","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"KDD 2019 - ACM SIGKDD International Conference on Knowledge Discovery & Data Mining","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:HAL:hal-02190790v2","is_oa":true,"landing_page_url":"https://hal.science/hal-02190790","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.kdd.org/kdd2019/proceedings","raw_type":"Conference papers"},{"id":"pmh:oai:prodinra.inra.fr:483082","is_oa":false,"landing_page_url":"http://prodinra.inra.fr/record/483082","pdf_url":null,"source":{"id":"https://openalex.org/S4306400794","display_name":"Prodinra (INRA Bordeaux-Aquitaine)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210088668","host_organization_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","host_organization_lineage":["https://openalex.org/I4210088668"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 2019; KDD'19, Anchorage, USA, 2019-08-04-2019-08-08, 3051-3059","raw_type":"PROCEEDING_PAPER"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02190790v1","is_oa":true,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-02190790","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"KDD 2019 - ACM SIGKDD International Conference on Knowledge Discovery & Data Mining","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2770508887","display_name":null,"funder_award_id":"ANR-16-CONV0004,ANR-15-CE20-0014","funder_id":"https://openalex.org/F4320325505","funder_display_name":"Agence Nationale pour le D\u00e9veloppement de la Recherche Universitaire"},{"id":"https://openalex.org/G3921233661","display_name":null,"funder_award_id":"ANR-16-CONV-0004","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G5032219623","display_name":null,"funder_award_id":"ANR-15-CE20-0014","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G5746287797","display_name":null,"funder_award_id":"ANR-15-CE20-0014","funder_id":"https://openalex.org/F4320316511","funder_display_name":"APIS-GENE"}],"funders":[{"id":"https://openalex.org/F4320316511","display_name":"APIS-GENE","ror":null},{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320323910","display_name":"Institut National de la Recherche Agronomique","ror":"https://ror.org/01x3gbx83"},{"id":"https://openalex.org/F4320325505","display_name":"Agence Nationale pour le D\u00e9veloppement de la Recherche Universitaire","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1572404648","https://openalex.org/W1872887320","https://openalex.org/W1971705422","https://openalex.org/W1975257359","https://openalex.org/W1988710908","https://openalex.org/W2034196216","https://openalex.org/W2059958079","https://openalex.org/W2063215724","https://openalex.org/W2066224818","https://openalex.org/W2066334462","https://openalex.org/W2071410728","https://openalex.org/W2071617508","https://openalex.org/W2075588830","https://openalex.org/W2106411961","https://openalex.org/W2111447820","https://openalex.org/W2122825543","https://openalex.org/W2148973966","https://openalex.org/W2157091596","https://openalex.org/W2167277498","https://openalex.org/W2279635222","https://openalex.org/W2282821441","https://openalex.org/W2285974857","https://openalex.org/W2295598076","https://openalex.org/W2468738844","https://openalex.org/W2618851150","https://openalex.org/W2670253439","https://openalex.org/W2912573428","https://openalex.org/W2936352912","https://openalex.org/W2950474849","https://openalex.org/W3007679081","https://openalex.org/W3102476541","https://openalex.org/W3188582564","https://openalex.org/W4229766664"],"related_works":["https://openalex.org/W1986582023","https://openalex.org/W2961085424","https://openalex.org/W2966829450","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694"],"abstract_inverted_index":{"Our":[0,56],"research":[1],"tackles":[2],"the":[3,33,41,45,67,147,175],"challenge":[4],"of":[5,35,73,150],"milk":[6,29],"production":[7,30],"resource":[8],"use":[9],"efficiency":[10],"in":[11,154,177],"dairy":[12,24],"farms":[13],"with":[14,32,101],"machine":[15,114],"learning":[16,115],"methods.":[17,116],"Reproduction":[18],"is":[19,47,51,58],"a":[20,36,98,121,129],"key":[21],"factor":[22],"for":[23,53],"farm":[25,54],"performance":[26],"since":[27],"cows":[28],"begin":[31],"birth":[34],"calf.":[37],"Therefore,":[38],"detecting":[39],"estrus,":[40],"only":[42],"period":[43],"when":[44],"cow":[46],"susceptible":[48],"to":[49,59,79,105,139,173],"pregnancy,":[50],"crucial":[52],"efficiency.":[55],"goal":[57],"enhance":[60],"estrus":[61,71,83,111,155,178],"detection":[62,84,112,179],"(performance,":[63],"interpretability),":[64],"especially":[65],"on":[66,81,87,163],"currently":[68],"undetected":[69],"silent":[70,110,141],"(35%":[72],"total":[74],"estrus),":[75],"and":[76,109,165],"allow":[77],"farmers":[78],"rely":[80],"automatic":[82],"solutions":[85],"based":[86,124],"affordable":[88],"data":[89,103],"(activity,":[90],"temperature).":[91],"In":[92],"this":[93],"paper,":[94],"we":[95,118,158],"first":[96],"propose":[97,159],"novel":[99],"approach":[100,161],"real-world":[102],"analysis":[104],"address":[106],"both":[107],"behavioral":[108],"through":[113],"Second,":[117],"present":[119],"LCE,":[120],"local":[122,166],"cascade":[123],"algorithm":[125,170],"that":[126],"significantly":[127],"outperforms":[128],"typical":[130],"commercial":[131],"solution":[132],"for\\nestrus":[133],"detection,":[134],"driven":[135],"by":[136],"its":[137],"ability":[138],"detect":[140],"estrus.":[142],"Then,":[143],"our":[144],"study":[145],"reveals":[146],"pivotal":[148],"role":[149],"activity":[151],"sensors":[152],"deployment":[153],"detection.":[156],"Finally,":[157],"an":[160],"relying":[162],"global":[164],"(behavioral":[167],"versus":[168],"silent)":[169],"interpretability":[171],"(SHAP)":[172],"reduce":[174],"mistrust":[176],"solutions.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":8}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}