{"id":"https://openalex.org/W7164651581","doi":"https://doi.org/10.1007/978-3-032-29292-6_11","title":"Enhancing the Discriminative Quality of Dairy Cattle Monitoring Data Through Feature Engineering","display_name":"Enhancing the Discriminative Quality of Dairy Cattle Monitoring Data Through Feature Engineering","publication_year":2026,"publication_date":"2026-06-13","ids":{"openalex":"https://openalex.org/W7164651581","doi":"https://doi.org/10.1007/978-3-032-29292-6_11"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-29292-6_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29292-6_11","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"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/A5099000281","display_name":"Manuel Rubi\u00f1os","orcid":"https://orcid.org/0009-0001-4085-0451"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Manuel Rubi\u00f1os","raw_affiliation_strings":["CTC, CITIC, Department of Industrial Engineering, Universidade da Coru\u00f1a, R/ Mendiz\u00e1bal, s/n, 15403, Ferrol, A Coru\u00f1a, Spain"],"raw_orcid":"https://orcid.org/0009-0001-4085-0451","affiliations":[{"raw_affiliation_string":"CTC, CITIC, Department of Industrial Engineering, Universidade da Coru\u00f1a, R/ Mendiz\u00e1bal, s/n, 15403, Ferrol, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007067511","display_name":"\u00c1lvaro Michelena","orcid":"https://orcid.org/0000-0003-0134-5660"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"\u00c1lvaro Michelena","raw_affiliation_strings":["CTC, CITIC, Department of Industrial Engineering, Universidade da Coru\u00f1a, R/ Mendiz\u00e1bal, s/n, 15403, Ferrol, A Coru\u00f1a, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0134-5660","affiliations":[{"raw_affiliation_string":"CTC, CITIC, Department of Industrial Engineering, Universidade da Coru\u00f1a, R/ Mendiz\u00e1bal, s/n, 15403, Ferrol, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135275941","display_name":"Antonio D\u00edaz-Longueira","orcid":"https://orcid.org/0009-0003-6771-5211"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio D\u00edaz-Longueira","raw_affiliation_strings":["CTC, CITIC, Department of Industrial Engineering, Universidade da Coru\u00f1a, R/ Mendiz\u00e1bal, s/n, 15403, Ferrol, A Coru\u00f1a, Spain"],"raw_orcid":"https://orcid.org/0009-0003-6771-5211","affiliations":[{"raw_affiliation_string":"CTC, CITIC, Department of Industrial Engineering, Universidade da Coru\u00f1a, R/ Mendiz\u00e1bal, s/n, 15403, Ferrol, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012318342","display_name":"M\u00edriam Timiraos","orcid":"https://orcid.org/0000-0003-0982-6346"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]},{"id":"https://openalex.org/I4210133552","display_name":"Centro Tecnol\u00f3gico del Mar","ror":"https://ror.org/03g8d4x11","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210133552"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M\u00edriam Timiraos","raw_affiliation_strings":["CTC, CITIC, Department of Industrial Engineering, Universidade da Coru\u00f1a, R/ Mendiz\u00e1bal, s/n, 15403, Ferrol, A Coru\u00f1a, Spain","Fundaci\u00f3n Instituto Tecnol\u00f3gico de Galicia, A Coru\u00f1a, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0982-6346","affiliations":[{"raw_affiliation_string":"CTC, CITIC, Department of Industrial Engineering, Universidade da Coru\u00f1a, R/ Mendiz\u00e1bal, s/n, 15403, Ferrol, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]},{"raw_affiliation_string":"Fundaci\u00f3n Instituto Tecnol\u00f3gico de Galicia, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I4210133552"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5119805349","display_name":"Alejandro Vidal-Bralo","orcid":null},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alejandro Vidal-Bralo","raw_affiliation_strings":["CTC, CITIC, Department of Industrial Engineering, Universidade da Coru\u00f1a, R/ Mendiz\u00e1bal, s/n, 15403, Ferrol, A Coru\u00f1a, Spain"],"raw_orcid":"https://orcid.org/0009-0003-8866-9031","affiliations":[{"raw_affiliation_string":"CTC, CITIC, Department of Industrial Engineering, Universidade da Coru\u00f1a, R/ Mendiz\u00e1bal, s/n, 15403, Ferrol, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5007067511","https://openalex.org/A5099000281"],"corresponding_institution_ids":["https://openalex.org/I11019714"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.88065844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"122","last_page":"133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12365","display_name":"Effects of Environmental Stressors on Livestock","score":0.4032000005245209,"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"}},"topics":[{"id":"https://openalex.org/T12365","display_name":"Effects of Environmental Stressors on Livestock","score":0.4032000005245209,"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":0.34369999170303345,"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"}},{"id":"https://openalex.org/T10584","display_name":"Reproductive Physiology in Livestock","score":0.03480000048875809,"subfield":{"id":"https://openalex.org/subfields/1102","display_name":"Agronomy and Crop 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":0.8158000111579895},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.5781999826431274},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.5692999958992004},{"id":"https://openalex.org/keywords/livestock","display_name":"Livestock","score":0.536300003528595},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5133000016212463},{"id":"https://openalex.org/keywords/dairy-cattle","display_name":"Dairy cattle","score":0.47200000286102295},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43470001220703125},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.41530001163482666}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8158000111579895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7324000000953674},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.5781999826431274},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.5692999958992004},{"id":"https://openalex.org/C112964050","wikidata":"https://www.wikidata.org/wiki/Q103459","display_name":"Livestock","level":2,"score":0.536300003528595},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5184000134468079},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5133000016212463},{"id":"https://openalex.org/C2776977481","wikidata":"https://www.wikidata.org/wiki/Q2915","display_name":"Dairy cattle","level":2,"score":0.47200000286102295},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46700000762939453},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43470001220703125},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4153999984264374},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.41530001163482666},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.41029998660087585},{"id":"https://openalex.org/C2778691696","wikidata":"https://www.wikidata.org/wiki/Q14096331","display_name":"Dairy farming","level":3,"score":0.3896999955177307},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.3833000063896179},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.36230000853538513},{"id":"https://openalex.org/C2775992197","wikidata":"https://www.wikidata.org/wiki/Q513631","display_name":"Raw milk","level":2,"score":0.33329999446868896},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.31709998846054077},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.3142000138759613},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.3098999857902527},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.27720001339912415},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.27489998936653137},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C2983492250","wikidata":"https://www.wikidata.org/wiki/Q637776","display_name":"Dairy industry","level":2,"score":0.2547000050544739}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-29292-6_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29292-6_11","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7097097039222717}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1997744353","https://openalex.org/W2749629606","https://openalex.org/W3093969495","https://openalex.org/W3157179107","https://openalex.org/W4281622063","https://openalex.org/W4290726883","https://openalex.org/W4394891962","https://openalex.org/W4403445382","https://openalex.org/W4405044504","https://openalex.org/W4405990396","https://openalex.org/W4406240871","https://openalex.org/W4408803649","https://openalex.org/W4413118123"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-06-14T00:00:00"}