{"id":"https://openalex.org/W2177596475","doi":"https://doi.org/10.19030/jabr.v15i4.8151","title":"An Application Of An Artificial Neural Network Investment System To Predict Takeover Targets","display_name":"An Application Of An Artificial Neural Network Investment System To Predict Takeover Targets","publication_year":2013,"publication_date":"2013-10-24","ids":{"openalex":"https://openalex.org/W2177596475","doi":"https://doi.org/10.19030/jabr.v15i4.8151","mag":"2177596475"},"language":"en","primary_location":{"id":"doi:10.19030/jabr.v15i4.8151","doi":"https://doi.org/10.19030/jabr.v15i4.8151","is_oa":true,"landing_page_url":"https://doi.org/10.19030/jabr.v15i4.8151","pdf_url":"https://clutejournals.com/index.php/JABR/article/download/8151/8197","source":{"id":"https://openalex.org/S2764593888","display_name":"Journal of Applied Business Research (JABR)","issn_l":"0892-7626","issn":["0892-7626","2157-8834"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4324341412","host_organization_name":"Clute Institute","host_organization_lineage":["https://openalex.org/P4324341412"],"host_organization_lineage_names":["Clute Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied Business Research (JABR)","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://clutejournals.com/index.php/JABR/article/download/8151/8197","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020379983","display_name":"John J. Cheh","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I110152177","display_name":"University of Akron","ror":"https://ror.org/02kyckx55","country_code":"US","type":"education","lineage":["https://openalex.org/I110152177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John J. Cheh","raw_affiliation_strings":["University of Akron"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Akron","institution_ids":["https://openalex.org/I110152177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020177655","display_name":"Randy S. Weinberg","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Randy S. Weinberg","raw_affiliation_strings":["Carnegie Mellon University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056236819","display_name":"Ken C. Yook","orcid":"https://orcid.org/0000-0002-8498-1998","observed_orcids":["https://orcid.org/0000-0002-8498-1998"]},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ken C. Yook","raw_affiliation_strings":["John Hopkins University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"John Hopkins University","institution_ids":["https://openalex.org/I145311948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.5541,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.94489966,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"15","issue":"4","first_page":"33","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9878000020980835,"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":0.9878000020980835,"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/T10320","display_name":"Neural Networks and Applications","score":0.0026000000070780516,"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"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.0024999999441206455,"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/takeover-targets","display_name":"takeover targets","score":0.8379999995231628},{"id":"https://openalex.org/keywords/corporate-acquisition","display_name":"corporate acquisition","score":0.5879999995231628},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8560000061988831},{"id":"https://openalex.org/keywords/acquisition-theory","display_name":"acquisition theory","score":0.6570000052452087},{"id":"https://openalex.org/keywords/stock-portfolio-performance","display_name":"stock portfolio performance","score":0.5740000009536743},{"id":"https://openalex.org/keywords/financial-forecasting","display_name":"financial forecasting","score":0.43700000643730164}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7947571873664856},{"id":"https://openalex.org/C112313634","wikidata":"https://www.wikidata.org/wiki/Q7886648","display_name":"Complement (music)","level":5,"score":0.7601208686828613},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6116955280303955},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5606997013092041},{"id":"https://openalex.org/C2780821815","wikidata":"https://www.wikidata.org/wiki/Q5340806","display_name":"Portfolio","level":2,"score":0.4713019132614136},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.45236700773239136},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4163212776184082},{"id":"https://openalex.org/C19244329","wikidata":"https://www.wikidata.org/wiki/Q208697","display_name":"Financial market","level":2,"score":0.4103327989578247},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.2380039095878601},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.187255859375},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.0},{"id":"https://openalex.org/C188082640","wikidata":"https://www.wikidata.org/wiki/Q1780899","display_name":"Complementation","level":4,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.19030/jabr.v15i4.8151","doi":"https://doi.org/10.19030/jabr.v15i4.8151","is_oa":true,"landing_page_url":"https://doi.org/10.19030/jabr.v15i4.8151","pdf_url":"https://clutejournals.com/index.php/JABR/article/download/8151/8197","source":{"id":"https://openalex.org/S2764593888","display_name":"Journal of Applied Business Research (JABR)","issn_l":"0892-7626","issn":["0892-7626","2157-8834"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4324341412","host_organization_name":"Clute Institute","host_organization_lineage":["https://openalex.org/P4324341412"],"host_organization_lineage_names":["Clute Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied Business Research (JABR)","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.19030/jabr.v15i4.8151","doi":"https://doi.org/10.19030/jabr.v15i4.8151","is_oa":true,"landing_page_url":"https://doi.org/10.19030/jabr.v15i4.8151","pdf_url":"https://clutejournals.com/index.php/JABR/article/download/8151/8197","source":{"id":"https://openalex.org/S2764593888","display_name":"Journal of Applied Business Research (JABR)","issn_l":"0892-7626","issn":["0892-7626","2157-8834"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4324341412","host_organization_name":"Clute Institute","host_organization_lineage":["https://openalex.org/P4324341412"],"host_organization_lineage_names":["Clute Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied Business Research (JABR)","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2177596475.pdf","grobid_xml":"https://content.openalex.org/works/W2177596475.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W6926058274","https://openalex.org/W2079544958","https://openalex.org/W2138621668","https://openalex.org/W2177360336","https://openalex.org/W7110923971","https://openalex.org/W1986651871","https://openalex.org/W2303248428","https://openalex.org/W4386376612","https://openalex.org/W2160720093","https://openalex.org/W872395650"],"abstract_inverted_index":{"Artificial":[0],"neural":[1,37,60],"networks":[2],"are":[3],"a":[4,36,64,70],"robust,":[5],"effective":[6],"complement":[7],"to":[8,40],"traditional":[9],"statistical":[10],"methods":[11],"in":[12,28,55],"financial":[13],"applications.":[14],"They":[15],"can":[16],"incorporate":[17],"qualitative":[18],"and":[19,22,26,69],"quantitative":[20],"information,":[21],"recognize":[23],"underlying":[24],"patterns":[25],"trends":[27],"large,":[29],"complex":[30],"data":[31],"sets.":[32],"This":[33],"paper":[34],"applies":[35],"network":[38,61,79],"model":[39,46,62],"identify":[41],"potential":[42],"acquisition":[43,52],"targets.":[44],"The":[45,58],"incorporates":[47],"various":[48],"factors":[49],"based":[50],"on":[51],"theories":[53],"suggested":[54],"the":[56,78,82],"literature.":[57],"resulting":[59],"exhibits":[63],"highly":[65],"successful":[66],"prediction":[67],"rate":[68],"portfolio":[71],"of":[72],"predicted":[73],"target":[74],"stocks":[75],"identified":[76],"by":[77],"substantially":[80],"outperformed":[81],"market.":[83]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":1}],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2016-06-24T00:00:00"}