{"id":"https://openalex.org/W3141933820","doi":"https://doi.org/10.1007/978-3-030-73280-6_15","title":"Demand Forecasting for Textile Products Using Statistical Analysis and Machine Learning Algorithms","display_name":"Demand Forecasting for Textile Products Using Statistical Analysis and Machine Learning Algorithms","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3141933820","doi":"https://doi.org/10.1007/978-3-030-73280-6_15","mag":"3141933820"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-73280-6_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-73280-6_15","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":"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/A5068852288","display_name":"Leandro L. Lorente-Leyva","orcid":"https://orcid.org/0000-0002-2973-7765"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Leandro L. Lorente-Leyva","raw_affiliation_strings":["SDAS Researh Group, Ibarra, Ecuador","Universitat Polit\u00e8cnica de Val\u00e8ncia, Camino de Vera S/N 46022, Val\u00e8ncia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-2973-7765","affiliations":[{"raw_affiliation_string":"SDAS Researh Group, Ibarra, Ecuador","institution_ids":[]},{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Val\u00e8ncia, Camino de Vera S/N 46022, Val\u00e8ncia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084379325","display_name":"M. M. E. Alemany","orcid":"https://orcid.org/0000-0002-0992-8441"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. M. E. Alemany","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Val\u00e8ncia, Camino de Vera S/N 46022, Val\u00e8ncia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0992-8441","affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Val\u00e8ncia, Camino de Vera S/N 46022, Val\u00e8ncia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062882562","display_name":"Diego H. Peluffo-Ord\u00f3\u0144ez","orcid":"https://orcid.org/0000-0002-9045-6997"},"institutions":[{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Diego H. Peluffo-Ord\u00f3\u00f1ez","raw_affiliation_strings":["Modeling, Simulation and Data Analysis (MSDA) Research Program, Mohammed VI Polytechnic University, Ben Guerir, Morocco","SDAS Researh Group, Ibarra, Ecuador"],"raw_orcid":"https://orcid.org/0000-0002-9045-6997","affiliations":[{"raw_affiliation_string":"Modeling, Simulation and Data Analysis (MSDA) Research Program, Mohammed VI Polytechnic University, Ben Guerir, Morocco","institution_ids":["https://openalex.org/I4210131560"]},{"raw_affiliation_string":"SDAS Researh Group, Ibarra, Ecuador","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008896171","display_name":"Roberth A. Araujo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130315","display_name":"Universidad T\u00e9cnica del Norte","ror":"https://ror.org/03f0t8b71","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210130315"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Roberth A. Araujo","raw_affiliation_strings":["North Technical University, Ibarra, Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Technical University, Ibarra, Ecuador","institution_ids":["https://openalex.org/I4210130315"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.0241,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.96127946,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"181","last_page":"194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10333","display_name":"Meat and Animal Product Quality","score":0.8495000004768372,"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/T10333","display_name":"Meat and Animal Product Quality","score":0.8495000004768372,"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/T12114","display_name":"Sensory Analysis and Statistical Methods","score":0.8259999752044678,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.7973999977111816,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7739036083221436},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6309851408004761},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.6271068453788757},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5601490139961243},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5469333529472351},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5338624119758606},{"id":"https://openalex.org/keywords/textile","display_name":"Textile","score":0.5198869705200195},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5058929324150085},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.4748188257217407},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4692293107509613},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.35693663358688354},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3347400426864624},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13779792189598083}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7739036083221436},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6309851408004761},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.6271068453788757},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5601490139961243},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5469333529472351},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5338624119758606},{"id":"https://openalex.org/C164767435","wikidata":"https://www.wikidata.org/wiki/Q28823","display_name":"Textile","level":2,"score":0.5198869705200195},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5058929324150085},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.4748188257217407},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4692293107509613},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.35693663358688354},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3347400426864624},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13779792189598083},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-73280-6_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-73280-6_15","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1999662132","https://openalex.org/W2131534673","https://openalex.org/W2177978941","https://openalex.org/W2207780529","https://openalex.org/W2340340482","https://openalex.org/W2726164200","https://openalex.org/W2761189195","https://openalex.org/W2769520257","https://openalex.org/W2781811268","https://openalex.org/W2791850780","https://openalex.org/W2793600172","https://openalex.org/W2799318487","https://openalex.org/W2889059162","https://openalex.org/W2914763776","https://openalex.org/W2946223265","https://openalex.org/W2951442608","https://openalex.org/W2952783399","https://openalex.org/W2969886118","https://openalex.org/W2970835168","https://openalex.org/W2978602421","https://openalex.org/W2980962144","https://openalex.org/W2990436596","https://openalex.org/W2998456234","https://openalex.org/W3007023071","https://openalex.org/W3007481233","https://openalex.org/W3008696509","https://openalex.org/W3011156339","https://openalex.org/W3020986076","https://openalex.org/W3024784684","https://openalex.org/W3035172297","https://openalex.org/W3065811904","https://openalex.org/W3103196492","https://openalex.org/W3119433672","https://openalex.org/W3121794348"],"related_works":["https://openalex.org/W3193374793","https://openalex.org/W2799955745","https://openalex.org/W2891307765","https://openalex.org/W2273602677","https://openalex.org/W1558185205","https://openalex.org/W3032189291","https://openalex.org/W3183273387","https://openalex.org/W2763549086","https://openalex.org/W2763466737","https://openalex.org/W2330767616"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
