{"id":"https://openalex.org/W2967714798","doi":"https://doi.org/10.5220/0007922200740083","title":"Data Mining using Morlet Wavelets for Financial Time Series","display_name":"Data Mining using Morlet Wavelets for Financial Time Series","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2967714798","doi":"https://doi.org/10.5220/0007922200740083","mag":"2967714798"},"language":"en","primary_location":{"id":"doi:10.5220/0007922200740083","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007922200740083","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Data Science, Technology and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0007922200740083","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086676601","display_name":"Reginald Bolman","orcid":null},"institutions":[{"id":"https://openalex.org/I206651237","display_name":"Texas A&M University \u2013 Commerce","ror":"https://ror.org/01red3556","country_code":"US","type":"education","lineage":["https://openalex.org/I206651237"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Reginald Bolman","raw_affiliation_strings":["Department of Mathematics, Texas A&M University-Commerce, 2200 Campbell St, Commerce TX and U.S.A., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Texas A&M University-Commerce, 2200 Campbell St, Commerce TX and U.S.A., --- Select a Country ---","institution_ids":["https://openalex.org/I206651237"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016863147","display_name":"Thomas Boucher","orcid":"https://orcid.org/0000-0003-0617-4135"},"institutions":[{"id":"https://openalex.org/I206651237","display_name":"Texas A&M University \u2013 Commerce","ror":"https://ror.org/01red3556","country_code":"US","type":"education","lineage":["https://openalex.org/I206651237"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Boucher","raw_affiliation_strings":["Department of Mathematics, Texas A&M University-Commerce, 2200 Campbell St, Commerce TX and U.S.A., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Texas A&M University-Commerce, 2200 Campbell St, Commerce TX and U.S.A., --- Select a Country ---","institution_ids":["https://openalex.org/I206651237"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5086676601"],"corresponding_institution_ids":["https://openalex.org/I206651237"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07757457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"74","last_page":"83"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9534000158309937,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9534000158309937,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9101999998092651,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9090999960899353,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/morlet-wavelet","display_name":"Morlet wavelet","score":0.8525271415710449},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.6141660213470459},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5741791129112244},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5638208389282227},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5222616791725159},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3832785487174988},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.3640400469303131},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.3273461163043976},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3139316439628601},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1669699251651764},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.16251873970031738},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.14238843321800232},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.11104699969291687}],"concepts":[{"id":"https://openalex.org/C2778280487","wikidata":"https://www.wikidata.org/wiki/Q3505077","display_name":"Morlet wavelet","level":5,"score":0.8525271415710449},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.6141660213470459},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5741791129112244},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5638208389282227},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5222616791725159},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3832785487174988},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.3640400469303131},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.3273461163043976},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3139316439628601},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1669699251651764},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.16251873970031738},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.14238843321800232},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.11104699969291687},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0007922200740083","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007922200740083","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Data Science, Technology and Applications","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0007922200740083","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007922200740083","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Data Science, Technology and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5400000214576721,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2381021003","https://openalex.org/W1970844520","https://openalex.org/W2115196751","https://openalex.org/W2381051082","https://openalex.org/W2019547370","https://openalex.org/W2136677628","https://openalex.org/W2390892627","https://openalex.org/W2102741279","https://openalex.org/W2077021924","https://openalex.org/W2356584340"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}