{"id":"https://openalex.org/W4312596835","doi":"https://doi.org/10.1007/978-3-031-22137-8_33","title":"A Hybrid Model for Demand Forecasting Based on the Combination of Statistical and Machine Learning Methods","display_name":"A Hybrid Model for Demand Forecasting Based on the Combination of Statistical and Machine Learning Methods","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312596835","doi":"https://doi.org/10.1007/978-3-031-22137-8_33"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-22137-8_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-22137-8_33","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/A5035043019","display_name":"Fadoua Ouamani","orcid":null},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Fadoua Ouamani","raw_affiliation_strings":["RIADI Research Laboratory, National School of Computer Science, University of Manouba, Manouba, Tunisia"],"affiliations":[{"raw_affiliation_string":"RIADI Research Laboratory, National School of Computer Science, University of Manouba, Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002282308","display_name":"Asma Ben Fredj","orcid":null},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Asma Ben Fredj","raw_affiliation_strings":["COGNIRA, Imm. PREMIUM, Les Berges du Lac, Tunis, Tunisia","RIADI Research Laboratory, National School of Computer Science, University of Manouba, Manouba, Tunisia"],"affiliations":[{"raw_affiliation_string":"COGNIRA, Imm. PREMIUM, Les Berges du Lac, Tunis, Tunisia","institution_ids":[]},{"raw_affiliation_string":"RIADI Research Laboratory, National School of Computer Science, University of Manouba, Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068973031","display_name":"Mohamed Rayen Fekih","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohamed Rayen Fekih","raw_affiliation_strings":["COGNIRA, Imm. PREMIUM, Les Berges du Lac, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"COGNIRA, Imm. PREMIUM, Les Berges du Lac, Tunis, Tunisia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056726613","display_name":"Anwar Msahli","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anwar Msahli","raw_affiliation_strings":["COGNIRA, Imm. PREMIUM, Les Berges du Lac, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"COGNIRA, Imm. PREMIUM, Les Berges du Lac, Tunis, Tunisia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079537589","display_name":"Narj\u00e8s Bellamine Ben Saoud","orcid":"https://orcid.org/0000-0002-8071-0189"},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Narj\u00e8s Bellamine Ben Saoud","raw_affiliation_strings":["RIADI Research Laboratory, National School of Computer Science, University of Manouba, Manouba, Tunisia"],"affiliations":[{"raw_affiliation_string":"RIADI Research Laboratory, National School of Computer Science, University of Manouba, Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5035043019"],"corresponding_institution_ids":["https://openalex.org/I83259278"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.8197,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87795145,"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":"446","last_page":"458"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9991999864578247,"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":0.9991999864578247,"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":0.991100013256073,"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9577000141143799,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/exponential-smoothing","display_name":"Exponential smoothing","score":0.7962164878845215},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.756376326084137},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5177980661392212},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4989783763885498},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4841378629207611},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4775148928165436},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4724355638027191},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.4609556496143341},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3416054844856262},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11218142509460449}],"concepts":[{"id":"https://openalex.org/C133710760","wikidata":"https://www.wikidata.org/wiki/Q775837","display_name":"Exponential smoothing","level":2,"score":0.7962164878845215},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.756376326084137},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5177980661392212},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4989783763885498},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4841378629207611},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4775148928165436},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4724355638027191},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.4609556496143341},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3416054844856262},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11218142509460449},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-22137-8_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-22137-8_33","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":16,"referenced_works":["https://openalex.org/W2081627995","https://openalex.org/W2744982178","https://openalex.org/W2749814140","https://openalex.org/W2766347258","https://openalex.org/W2774513877","https://openalex.org/W2802321709","https://openalex.org/W2898696889","https://openalex.org/W3012096460","https://openalex.org/W3017766631","https://openalex.org/W3021959513","https://openalex.org/W3103385531","https://openalex.org/W3107177226","https://openalex.org/W3118634198","https://openalex.org/W3157262582","https://openalex.org/W3160088202","https://openalex.org/W3193043781"],"related_works":["https://openalex.org/W3110660585","https://openalex.org/W4285210468","https://openalex.org/W2068015237","https://openalex.org/W4382138423","https://openalex.org/W4385790854","https://openalex.org/W2995576478","https://openalex.org/W2058117949","https://openalex.org/W4312690338","https://openalex.org/W4382204270","https://openalex.org/W3146111732"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
