{"id":"https://openalex.org/W99151699","doi":"https://doi.org/10.1007/978-3-319-13572-4_31","title":"Stock Market Forecasting Using LASSO Linear Regression Model","display_name":"Stock Market Forecasting Using LASSO Linear Regression Model","publication_year":2014,"publication_date":"2014-11-21","ids":{"openalex":"https://openalex.org/W99151699","doi":"https://doi.org/10.1007/978-3-319-13572-4_31","mag":"99151699"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-13572-4_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-13572-4_31","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/A5034070847","display_name":"Sanjiban Sekhar Roy","orcid":"https://orcid.org/0000-0003-2003-7882"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sanjiban Sekhar Roy","raw_affiliation_strings":["School of Computing Science and Engineering, VIT University, Vellore, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Science and Engineering, VIT University, Vellore, Tamilnadu, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044056913","display_name":"Dishant Mittal","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dishant Mittal","raw_affiliation_strings":["School of Computing Science and Engineering, VIT University, Vellore, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Science and Engineering, VIT University, Vellore, Tamilnadu, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032158896","display_name":"Avik Basu","orcid":"https://orcid.org/0009-0002-4489-378X"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Avik Basu","raw_affiliation_strings":["School of Computing Science and Engineering, VIT University, Vellore, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Science and Engineering, VIT University, Vellore, Tamilnadu, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087542455","display_name":"Ajith Abraham","orcid":"https://orcid.org/0000-0002-0169-6738"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]},{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["CZ","IN"],"is_corresponding":false,"raw_author_name":"Ajith Abraham","raw_affiliation_strings":["School of Computing Science and Engineering, VIT University, Vellore, Tamilnadu, India","IT4Innovations, VSB - Technical University of Ostrava, Ostrava, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Science and Engineering, VIT University, Vellore, Tamilnadu, India","institution_ids":["https://openalex.org/I876193797"]},{"raw_affiliation_string":"IT4Innovations, VSB - Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5034070847"],"corresponding_institution_ids":["https://openalex.org/I876193797"],"apc_list":null,"apc_paid":null,"fwci":15.5699,"has_fulltext":false,"cited_by_count":99,"citation_normalized_percentile":{"value":0.98925193,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"371","last_page":"381"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9997000098228455,"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":0.9997000098228455,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9794999957084656,"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":0.9775999784469604,"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/lasso","display_name":"Lasso (programming language)","score":0.7586192488670349},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.6679815053939819},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5669906735420227},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.5265914797782898},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5092055201530457},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.5085607767105103},{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.49170762300491333},{"id":"https://openalex.org/keywords/stock-exchange","display_name":"Stock exchange","score":0.45665279030799866},{"id":"https://openalex.org/keywords/linear-model","display_name":"Linear model","score":0.44793450832366943},{"id":"https://openalex.org/keywords/financial-market","display_name":"Financial market","score":0.4138903021812439},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.3775014579296112},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3632866144180298},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28174129128456116},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.255157470703125},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2513972520828247},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.17130324244499207},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10103344917297363},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07250195741653442}],"concepts":[{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.7586192488670349},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.6679815053939819},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5669906735420227},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.5265914797782898},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5092055201530457},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.5085607767105103},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.49170762300491333},{"id":"https://openalex.org/C200870193","wikidata":"https://www.wikidata.org/wiki/Q11691","display_name":"Stock exchange","level":2,"score":0.45665279030799866},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.44793450832366943},{"id":"https://openalex.org/C19244329","wikidata":"https://www.wikidata.org/wiki/Q208697","display_name":"Financial market","level":2,"score":0.4138903021812439},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3775014579296112},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3632866144180298},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28174129128456116},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.255157470703125},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2513972520828247},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.17130324244499207},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10103344917297363},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07250195741653442},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/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:10.1007/978-3-319-13572-4_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-13572-4_31","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W26772505","https://openalex.org/W1555686918","https://openalex.org/W1966326540","https://openalex.org/W1969396493","https://openalex.org/W2002203871","https://openalex.org/W2038299699","https://openalex.org/W2053615983","https://openalex.org/W2055052620","https://openalex.org/W2101234009","https://openalex.org/W2129695629","https://openalex.org/W2166043866","https://openalex.org/W2506842666"],"related_works":["https://openalex.org/W3090384609","https://openalex.org/W3194013178","https://openalex.org/W4236464082","https://openalex.org/W4249086404","https://openalex.org/W4256576576","https://openalex.org/W2212119398","https://openalex.org/W4288780803","https://openalex.org/W2296480322","https://openalex.org/W2804784031","https://openalex.org/W2645942849"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}