{"id":"https://openalex.org/W2950810068","doi":"https://doi.org/10.1007/978-3-030-23407-2_13","title":"An Ensemble Method: Case-Based Reasoning and the Inverse Problems in Investigating Financial Bubbles","display_name":"An Ensemble Method: Case-Based Reasoning and the Inverse Problems in Investigating Financial Bubbles","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2950810068","doi":"https://doi.org/10.1007/978-3-030-23407-2_13","mag":"2950810068"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-23407-2_13","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-23407-2_13","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-23407-2_13.pdf","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":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-23407-2_13.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039444389","display_name":"Francis Ekpenyong","orcid":null},"institutions":[{"id":"https://openalex.org/I71637028","display_name":"University of Brighton","ror":"https://ror.org/04kp2b655","country_code":"GB","type":"education","lineage":["https://openalex.org/I71637028"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Francis Ekpenyong","raw_affiliation_strings":["University of Brighton, Brighton, UK"],"affiliations":[{"raw_affiliation_string":"University of Brighton, Brighton, UK","institution_ids":["https://openalex.org/I71637028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067052658","display_name":"Georgios Samakovitis","orcid":"https://orcid.org/0000-0002-0076-8082"},"institutions":[{"id":"https://openalex.org/I55060895","display_name":"University of Greenwich","ror":"https://ror.org/00bmj0a71","country_code":"GB","type":"education","lineage":["https://openalex.org/I55060895"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Georgios Samakovitis","raw_affiliation_strings":["University of Greenwich, London, UK"],"affiliations":[{"raw_affiliation_string":"University of Greenwich, London, UK","institution_ids":["https://openalex.org/I55060895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048457154","display_name":"Stelios Kapetanakis","orcid":null},"institutions":[{"id":"https://openalex.org/I71637028","display_name":"University of Brighton","ror":"https://ror.org/04kp2b655","country_code":"GB","type":"education","lineage":["https://openalex.org/I71637028"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stelios Kapetanakis","raw_affiliation_strings":["University of Brighton, Brighton, UK"],"affiliations":[{"raw_affiliation_string":"University of Brighton, Brighton, UK","institution_ids":["https://openalex.org/I71637028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046708984","display_name":"Miltos Petridis","orcid":"https://orcid.org/0000-0003-1275-1023"},"institutions":[{"id":"https://openalex.org/I60488453","display_name":"Middlesex University","ror":"https://ror.org/01rv4p989","country_code":"GB","type":"education","lineage":["https://openalex.org/I60488453"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Miltos Petridis","raw_affiliation_strings":["Middlesex University, London, UK"],"affiliations":[{"raw_affiliation_string":"Middlesex University, London, UK","institution_ids":["https://openalex.org/I60488453"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039444389"],"corresponding_institution_ids":["https://openalex.org/I71637028"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.7943,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88543069,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"153","last_page":"168"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9937000274658203,"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":0.9937000274658203,"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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9829999804496765,"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/computer-science","display_name":"Computer science","score":0.7461825013160706},{"id":"https://openalex.org/keywords/predictability","display_name":"Predictability","score":0.6771496534347534},{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.5947971940040588},{"id":"https://openalex.org/keywords/financial-market","display_name":"Financial market","score":0.4934019148349762},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.47403931617736816},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45568302273750305},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4510098397731781},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4058555066585541},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35707324743270874},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3306218981742859},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3258797526359558},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.2718663513660431},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10872545838356018},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08314767479896545}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7461825013160706},{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.6771496534347534},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.5947971940040588},{"id":"https://openalex.org/C19244329","wikidata":"https://www.wikidata.org/wiki/Q208697","display_name":"Financial market","level":2,"score":0.4934019148349762},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.47403931617736816},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45568302273750305},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4510098397731781},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4058555066585541},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35707324743270874},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3306218981742859},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3258797526359558},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.2718663513660431},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10872545838356018},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08314767479896545},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2780762169","wikidata":"https://www.wikidata.org/wiki/Q5905368","display_name":"Horse","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-23407-2_13","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-23407-2_13","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-23407-2_13.pdf","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"},{"id":"pmh:oai:gala.gre.ac.uk:24677","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401244","display_name":"Greenwich Academic Literature Archive (University of Greenwich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I55060895","host_organization_name":"University of Greenwich","host_organization_lineage":["https://openalex.org/I55060895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceedings"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-23407-2_13","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-23407-2_13","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-23407-2_13.pdf","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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2950810068.pdf","grobid_xml":"https://content.openalex.org/works/W2950810068.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W73183817","https://openalex.org/W155742896","https://openalex.org/W1463637956","https://openalex.org/W1498002161","https://openalex.org/W1500151553","https://openalex.org/W1528765510","https://openalex.org/W1537023251","https://openalex.org/W1616678284","https://openalex.org/W1965949177","https://openalex.org/W2026499312","https://openalex.org/W2027972389","https://openalex.org/W2031360074","https://openalex.org/W2043803919","https://openalex.org/W2053184857","https://openalex.org/W2055503689","https://openalex.org/W2068464669","https://openalex.org/W2072165578","https://openalex.org/W2084904983","https://openalex.org/W2095622797","https://openalex.org/W2104037330","https://openalex.org/W2126385963","https://openalex.org/W2133060753","https://openalex.org/W2133933838","https://openalex.org/W2135155710","https://openalex.org/W2137452788","https://openalex.org/W2146392543","https://openalex.org/W2162840524","https://openalex.org/W2179385883","https://openalex.org/W2187944988","https://openalex.org/W2188436556","https://openalex.org/W2292405751","https://openalex.org/W2489909588","https://openalex.org/W2543887233","https://openalex.org/W2573585197","https://openalex.org/W2600072885","https://openalex.org/W2608821842","https://openalex.org/W2765995130","https://openalex.org/W2775710146","https://openalex.org/W2798413829","https://openalex.org/W3121681380","https://openalex.org/W3125082527","https://openalex.org/W3125367981","https://openalex.org/W3125555882","https://openalex.org/W3125973547","https://openalex.org/W4211083344","https://openalex.org/W4213314739","https://openalex.org/W4214618725","https://openalex.org/W4229556338","https://openalex.org/W4229860893","https://openalex.org/W4244891567","https://openalex.org/W4250180495","https://openalex.org/W6605699378"],"related_works":["https://openalex.org/W2726467123","https://openalex.org/W2064726690","https://openalex.org/W4254065731","https://openalex.org/W4252678288","https://openalex.org/W1607297154","https://openalex.org/W4210820789","https://openalex.org/W2913177154","https://openalex.org/W4237782192","https://openalex.org/W1965581502","https://openalex.org/W2645942849"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
