{"id":"https://openalex.org/W4291214054","doi":"https://doi.org/10.1007/978-3-031-14923-8_24","title":"Forecasting for\u00a0Sustainable Dairy Produce: Enhanced Long-Term, Milk-Supply Forecasting Using k-NN for\u00a0Data Augmentation, with\u00a0Prefactual Explanations for\u00a0XAI","display_name":"Forecasting for\u00a0Sustainable Dairy Produce: Enhanced Long-Term, Milk-Supply Forecasting Using k-NN for\u00a0Data Augmentation, with\u00a0Prefactual Explanations for\u00a0XAI","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4291214054","doi":"https://doi.org/10.1007/978-3-031-14923-8_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-14923-8_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-14923-8_24","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/A5057211894","display_name":"Eoin Delaney","orcid":"https://orcid.org/0000-0002-7282-8494"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Eoin Delaney","raw_affiliation_strings":["Insight Centre for Data Analytics, University College Dublin, Dublin, Ireland","School of Computer Science, University College Dublin, Dublin, Ireland","VistaMilk SFI Research Centre, Cork, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"School of Computer Science, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"VistaMilk SFI Research Centre, Cork, Ireland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053619267","display_name":"Derek Greene","orcid":"https://orcid.org/0000-0001-8065-5418"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Derek Greene","raw_affiliation_strings":["Insight Centre for Data Analytics, University College Dublin, Dublin, Ireland","School of Computer Science, University College Dublin, Dublin, Ireland","VistaMilk SFI Research Centre, Cork, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"School of Computer Science, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"VistaMilk SFI Research Centre, Cork, Ireland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021283848","display_name":"L. Shalloo","orcid":"https://orcid.org/0000-0003-1714-672X"},"institutions":[{"id":"https://openalex.org/I141766778","display_name":"Teagasc - The Irish Agriculture and Food Development Authority","ror":"https://ror.org/03sx84n71","country_code":"IE","type":"facility","lineage":["https://openalex.org/I141766778"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Laurence Shalloo","raw_affiliation_strings":["Teagasc, Animal and Grassland Research Centre, Cork, Ireland","VistaMilk SFI Research Centre, Cork, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Teagasc, Animal and Grassland Research Centre, Cork, Ireland","institution_ids":["https://openalex.org/I141766778"]},{"raw_affiliation_string":"VistaMilk SFI Research Centre, Cork, Ireland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053297258","display_name":"Michael Lynch","orcid":"https://orcid.org/0000-0002-1653-0642"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Lynch","raw_affiliation_strings":["ICBF, Cork, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICBF, Cork, Ireland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074878641","display_name":"Mark T. Keane","orcid":"https://orcid.org/0000-0001-7630-9598"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Mark T. Keane","raw_affiliation_strings":["Insight Centre for Data Analytics, University College Dublin, Dublin, Ireland","School of Computer Science, University College Dublin, Dublin, Ireland","University College Dublin, Dublin, Ireland","VistaMilk SFI Research Centre, Cork, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"School of Computer Science, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"VistaMilk SFI Research Centre, Cork, Ireland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5057211894"],"corresponding_institution_ids":["https://openalex.org/I100930933"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.6566,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.91288446,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"365","last_page":"379"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/profitability-index","display_name":"Profitability index","score":0.7095636129379272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6874066591262817},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.45715826749801636},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.4501570761203766},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3307662606239319},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2262609899044037},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13468077778816223},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.12846443057060242},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.12476158142089844}],"concepts":[{"id":"https://openalex.org/C129361004","wikidata":"https://www.wikidata.org/wiki/Q2470236","display_name":"Profitability index","level":2,"score":0.7095636129379272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6874066591262817},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.45715826749801636},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.4501570761203766},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3307662606239319},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2262609899044037},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13468077778816223},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.12846443057060242},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.12476158142089844},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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:10.1007/978-3-031-14923-8_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-14923-8_24","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":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1974657923","https://openalex.org/W1989417520","https://openalex.org/W2016210396","https://openalex.org/W2044345088","https://openalex.org/W2052560010","https://openalex.org/W2064675550","https://openalex.org/W2067618095","https://openalex.org/W2124527964","https://openalex.org/W2136815777","https://openalex.org/W2139463428","https://openalex.org/W2150888659","https://openalex.org/W2329044911","https://openalex.org/W2507546793","https://openalex.org/W2516815969","https://openalex.org/W2747497609","https://openalex.org/W2747599906","https://openalex.org/W2794778778","https://openalex.org/W2947014533","https://openalex.org/W2959520662","https://openalex.org/W2970926314","https://openalex.org/W3000603264","https://openalex.org/W3040772624","https://openalex.org/W3089801915","https://openalex.org/W3093451924","https://openalex.org/W3096942073","https://openalex.org/W3121787084","https://openalex.org/W3193042250","https://openalex.org/W3199553472","https://openalex.org/W3199714491","https://openalex.org/W4244238212","https://openalex.org/W4288058262"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3125099825","https://openalex.org/W25115902","https://openalex.org/W2753408573","https://openalex.org/W4285147705","https://openalex.org/W1986338457","https://openalex.org/W2066844180","https://openalex.org/W4293192099"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
