{"id":"https://openalex.org/W3199920017","doi":"https://doi.org/10.1007/978-3-030-86979-3_40","title":"Price Forecasting with Deep Learning in Business to Consumer Markets","display_name":"Price Forecasting with Deep Learning in Business to Consumer Markets","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3199920017","doi":"https://doi.org/10.1007/978-3-030-86979-3_40","mag":"3199920017"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-86979-3_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86979-3_40","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/A5028047256","display_name":"Emre E\u011friboz","orcid":"https://orcid.org/0000-0002-7457-8476"},"institutions":[{"id":"https://openalex.org/I4210141511","display_name":"TUBITAK BILGEM","ror":"https://ror.org/057kvja37","country_code":"TR","type":"government","lineage":["https://openalex.org/I4210141511"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Emre E\u011friboz","raw_affiliation_strings":["Information Technologies Institute, Informatics and Information Security Research Center, T\u00dcB\u0130TAK, Kocaeli, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-7457-8476","affiliations":[{"raw_affiliation_string":"Information Technologies Institute, Informatics and Information Security Research Center, T\u00dcB\u0130TAK, Kocaeli, Turkey","institution_ids":["https://openalex.org/I4210141511"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036873257","display_name":"Mehmet S. Akta\u015f","orcid":"https://orcid.org/0000-0001-7908-5067"},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet S. Akta\u015f","raw_affiliation_strings":["Computer Engineering Department, Yildiz Technical University, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-7908-5067","affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Yildiz Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4101805"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5028047256"],"corresponding_institution_ids":["https://openalex.org/I4210141511"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.8078,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74383427,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"565","last_page":"580"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","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/T11326","display_name":"Stock Market Forecasting Methods","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/T11059","display_name":"Market Dynamics and Volatility","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/autoencoder","display_name":"Autoencoder","score":0.8521947860717773},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.759053111076355},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6022233366966248},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5593433976173401},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.5162110924720764},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.4495868682861328},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.4427141547203064},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43193328380584717},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41070204973220825},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.39188152551651},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.13097310066223145}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8521947860717773},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.759053111076355},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6022233366966248},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5593433976173401},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.5162110924720764},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.4495868682861328},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.4427141547203064},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43193328380584717},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41070204973220825},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.39188152551651},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.13097310066223145},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-86979-3_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86979-3_40","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/9","display_name":"Industry, innovation and infrastructure","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1966631994","https://openalex.org/W1971353559","https://openalex.org/W2006926885","https://openalex.org/W2028382798","https://openalex.org/W2063706482","https://openalex.org/W2126709108","https://openalex.org/W2132984323","https://openalex.org/W2552464054","https://openalex.org/W2579341719","https://openalex.org/W2734777338","https://openalex.org/W2739921820","https://openalex.org/W2751102140","https://openalex.org/W2763681042","https://openalex.org/W2784570262","https://openalex.org/W2796813311","https://openalex.org/W2806011239","https://openalex.org/W2809317444","https://openalex.org/W2888036652","https://openalex.org/W2890449964","https://openalex.org/W2905238323","https://openalex.org/W2910949548","https://openalex.org/W2939094371","https://openalex.org/W2942676907","https://openalex.org/W2943392840","https://openalex.org/W2951484092","https://openalex.org/W2961967027","https://openalex.org/W2969315860","https://openalex.org/W2996565520","https://openalex.org/W3138644803","https://openalex.org/W3138979956","https://openalex.org/W3139038810"],"related_works":["https://openalex.org/W2669956259","https://openalex.org/W4249005693","https://openalex.org/W2989490741","https://openalex.org/W138569904","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W2482165163","https://openalex.org/W3092506759","https://openalex.org/W3010890513","https://openalex.org/W2390914021"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-02-25T21:11:00.739837","created_date":"2025-10-10T00:00:00"}