{"id":"https://openalex.org/W2894060253","doi":"https://doi.org/10.1007/978-981-13-1819-1_38","title":"Stock Prediction Using Machine Learning Algorithms","display_name":"Stock Prediction Using Machine Learning Algorithms","publication_year":2018,"publication_date":"2018-09-28","ids":{"openalex":"https://openalex.org/W2894060253","doi":"https://doi.org/10.1007/978-981-13-1819-1_38","mag":"2894060253"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-13-1819-1_38","doi":"https://doi.org/10.1007/978-981-13-1819-1_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-13-1819-1_38","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,"listed_in":["cwts-core","jufo-1","norway-1"],"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"},"volume":{"id":"https://openalex.org/W4246754390","display_name":"Applications of Artificial Intelligence Techniques in Engineering"},"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/A5002512601","display_name":"Pahul Preet Singh Kohli","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405259495","display_name":"Bharati Vidyapeeth's College of Engineering, Delhi","ror":"https://ror.org/02akhpg19","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405259495"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Pahul Preet Singh Kohli","raw_affiliation_strings":["Bharati Vidyapeeth\u2019s College of Engineering, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bharati Vidyapeeth\u2019s College of Engineering, New Delhi, India","institution_ids":["https://openalex.org/I4405259495"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055043643","display_name":"Seerat Zargar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405259495","display_name":"Bharati Vidyapeeth's College of Engineering, Delhi","ror":"https://ror.org/02akhpg19","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405259495"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Seerat Zargar","raw_affiliation_strings":["Bharati Vidyapeeth\u2019s College of Engineering, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bharati Vidyapeeth\u2019s College of Engineering, New Delhi, India","institution_ids":["https://openalex.org/I4405259495"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037758635","display_name":"Shriya Arora","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405259495","display_name":"Bharati Vidyapeeth's College of Engineering, Delhi","ror":"https://ror.org/02akhpg19","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405259495"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shriya Arora","raw_affiliation_strings":["Bharati Vidyapeeth\u2019s College of Engineering, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bharati Vidyapeeth\u2019s College of Engineering, New Delhi, India","institution_ids":["https://openalex.org/I4405259495"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070175611","display_name":"Parimal Gupta","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405259495","display_name":"Bharati Vidyapeeth's College of Engineering, Delhi","ror":"https://ror.org/02akhpg19","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405259495"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Parimal Gupta","raw_affiliation_strings":["Bharati Vidyapeeth\u2019s College of Engineering, New Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bharati Vidyapeeth\u2019s College of Engineering, New Delhi, India","institution_ids":["https://openalex.org/I4405259495"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5002512601"],"corresponding_institution_ids":["https://openalex.org/I4405259495"],"apc_list":null,"apc_paid":null,"fwci":11.7346,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.9866247,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"405","last_page":"414"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":1.0,"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":1.0,"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/T10047","display_name":"Financial Markets and Investment Strategies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stock-price-prediction","display_name":"stock price prediction","score":0.9779999852180481},{"id":"https://openalex.org/keywords/bombay-stock-exchange","display_name":"Bombay Stock Exchange","score":0.9860000014305115},{"id":"https://openalex.org/keywords/commodity-prices","display_name":"commodity prices","score":0.8450000286102295},{"id":"https://openalex.org/keywords/crude-oil","display_name":"crude oil","score":0.8539999723434448},{"id":"https://openalex.org/keywords/gold-prices","display_name":"gold prices","score":0.8119999766349792},{"id":"https://openalex.org/keywords/silver-prices","display_name":"silver prices","score":0.7860000133514404},{"id":"https://openalex.org/keywords/exchange-rates","display_name":"exchange rates","score":0.9350000023841858},{"id":"https://openalex.org/keywords/market-history","display_name":"market history","score":0.9259999990463257},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.7979999780654907},{"id":"https://openalex.org/keywords/feature-correlation","display_name":"feature correlation","score":0.7609999775886536},{"id":"https://openalex.org/keywords/stock-market-trends","display_name":"stock market trends","score":0.41100001335144043}],"concepts":[{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.6216375827789307},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.5968451499938965},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5401169061660767},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5353237986564636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5145025253295898},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5040940046310425},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.47961127758026123},{"id":"https://openalex.org/C200870193","wikidata":"https://www.wikidata.org/wiki/Q11691","display_name":"Stock exchange","level":2,"score":0.4794977307319641},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.4755938947200775},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.37004929780960083},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3514441251754761},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.3224674463272095},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.14192616939544678},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13770517706871033},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.12368133664131165},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07501482963562012},{"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/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-13-1819-1_38","doi":"https://doi.org/10.1007/978-981-13-1819-1_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-13-1819-1_38","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,"listed_in":["cwts-core","jufo-1","norway-1"],"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":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W38301456","https://openalex.org/W1542298582","https://openalex.org/W1922224734","https://openalex.org/W2032170121","https://openalex.org/W2094304374","https://openalex.org/W2291349101","https://openalex.org/W2507249872","https://openalex.org/W2518345121","https://openalex.org/W2561559620","https://openalex.org/W2607343053","https://openalex.org/W4239510810","https://openalex.org/W6600495535"],"related_works":["https://openalex.org/W4411866785","https://openalex.org/W4205498629","https://openalex.org/W2607343053","https://openalex.org/W4405709134","https://openalex.org/W4402095715","https://openalex.org/W3179541986","https://openalex.org/W4372048988","https://openalex.org/W4388753357","https://openalex.org/W4413393575","https://openalex.org/W4385992444"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2018-10-05T00:00:00"}