{"id":"https://openalex.org/W1495591997","doi":null,"title":"Financial prediction using neural networks","display_name":"Financial prediction using neural networks","publication_year":1996,"publication_date":"1996-01-01","ids":{"openalex":"https://openalex.org/W1495591997","mag":"1495591997"},"language":"en","primary_location":{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-007538320","doi":null,"is_oa":false,"landing_page_url":"http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007538320&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"volume":null,"type":"article","indexed_in":[],"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/A5020345892","display_name":"Joseph S. Zirilli","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Joseph S. Zirilli","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5020345892"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3518,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.90876007,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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/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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.0,"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/financial-market-prediction","display_name":"financial market forecasting","score":0.8980000019073486},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9449999928474426},{"id":"https://openalex.org/keywords/trading-systems","display_name":"trading systems","score":0.7829999923706055},{"id":"https://openalex.org/keywords/market-timing","display_name":"market timing","score":0.7179999947547913},{"id":"https://openalex.org/keywords/futures-trading","display_name":"futures trading","score":0.8240000009536743},{"id":"https://openalex.org/keywords/commodity-trading","display_name":"commodity trade","score":0.781000018119812},{"id":"https://openalex.org/keywords/stock-trading","display_name":"stock trading","score":0.8389999866485596},{"id":"https://openalex.org/keywords/forex-trading","display_name":"foreign exchange trading","score":0.7590000033378601},{"id":"https://openalex.org/keywords/institutional-trading","display_name":"institutional trading","score":0.6150000095367432},{"id":"https://openalex.org/keywords/artificial-intelligence-in-finance","display_name":"artificial intelligence in finance","score":0.6809999942779541}],"concepts":[{"id":"https://openalex.org/C106306483","wikidata":"https://www.wikidata.org/wiki/Q183984","display_name":"Futures contract","level":2,"score":0.7419660687446594},{"id":"https://openalex.org/C2778449503","wikidata":"https://www.wikidata.org/wiki/Q329777","display_name":"Appeal","level":2,"score":0.6189554333686829},{"id":"https://openalex.org/C19244329","wikidata":"https://www.wikidata.org/wiki/Q208697","display_name":"Financial market","level":2,"score":0.6005585789680481},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5412918925285339},{"id":"https://openalex.org/C69738904","wikidata":"https://www.wikidata.org/wiki/Q11693","display_name":"Bond","level":2,"score":0.5330423712730408},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.46251431107521057},{"id":"https://openalex.org/C131562839","wikidata":"https://www.wikidata.org/wiki/Q1574928","display_name":"Trading strategy","level":2,"score":0.44725871086120605},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.4420022666454315},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.43914127349853516},{"id":"https://openalex.org/C191654821","wikidata":"https://www.wikidata.org/wiki/Q247506","display_name":"Financial instrument","level":2,"score":0.43404263257980347},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.41732901334762573},{"id":"https://openalex.org/C23925645","wikidata":"https://www.wikidata.org/wiki/Q5449731","display_name":"Financial modeling","level":2,"score":0.4101283550262451},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.38058966398239136},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.30630695819854736},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25993824005126953},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2402970790863037},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14930495619773865},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.07393410801887512},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C2780762169","wikidata":"https://www.wikidata.org/wiki/Q5905368","display_name":"Horse","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-007538320","doi":null,"is_oa":false,"landing_page_url":"http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007538320&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:1495591997","doi":null,"is_oa":false,"landing_page_url":"http://ci.nii.ac.jp/ncid/BA33332098","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1587239851","https://openalex.org/W622907199","https://openalex.org/W7097797926","https://openalex.org/W2159219354","https://openalex.org/W2549676568","https://openalex.org/W47965701","https://openalex.org/W6922453601","https://openalex.org/W7099654625","https://openalex.org/W1515719066","https://openalex.org/W2490598356"],"abstract_inverted_index":{"Many":[0],"research":[1],"articles":[2],"have":[3],"appeared":[4],"on":[5],"applying":[6],"neural":[7,46],"network":[8,47],"techniques":[9,26,53],"to":[10,63,75,79,105],"prediction":[11,50],"in":[12,27,57,67],"the":[13,28,49,68],"various":[14],"financial":[15,83,108],"markets,":[16,84],"but":[17],"few":[18],"publications":[19],"offer":[20],"practical":[21],"guidance":[22],"for":[23,37],"implementing":[24],"these":[25],"real":[29],"world.":[30],"This":[31],"book":[32,59,72],"provides":[33],"a":[34,42,45],"step-by-step":[35],"system":[36],"setting":[38],"up":[39],"and":[40,54,96,111],"trading":[41],"market":[43,109],"using":[44],"as":[48],"engine.":[51],"The":[52],"methods":[55],"presented":[56],"this":[58,71],"can":[60],"be":[61,102],"applied":[62],"any":[64],"market,":[65],"anywhere":[66],"world,":[69],"so":[70],"will":[73],"appeal":[74],"anyone":[76],"who":[77],"wants":[78],"trade":[80],"or":[81],"predict":[82],"specifically":[85],"institutional":[86],"traders":[87],"(futures,":[88],"commodities,":[89],"stock,":[90],"bonds,":[91],"currencies,":[92],"etc.),":[93],"private":[94],"investors":[95],"brokerage":[97],"houses.":[98],"It":[99],"should":[100],"also":[101],"of":[103,107],"interest":[104],"students":[106],"timing":[110],"Artificial":[112],"Intelligence.":[113]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":5}],"updated_date":"2026-10-25T09:29:13.331239","created_date":"2016-06-24T00:00:00"}