{"id":"https://openalex.org/W2122496777","doi":"https://doi.org/10.3233/inf-2000-11201","title":"Influence of Projection Pursuit on Classification Errors: Computer Simulation Results","display_name":"Influence of Projection Pursuit on Classification Errors: Computer Simulation Results","publication_year":2000,"publication_date":"2000-01-01","ids":{"openalex":"https://openalex.org/W2122496777","doi":"https://doi.org/10.3233/inf-2000-11201","mag":"2122496777"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.518.4057","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.518.4057","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mii.lt/Informatica/pdf/INFO203.pdf","raw_type":"text"},"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/A5083849766","display_name":"Gintautas Jakimauskas","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Gintautas Jakimauskas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5013304965","display_name":"Ri\u010dardas Krik\u0161tolaitis","orcid":"https://orcid.org/0000-0001-9556-4121"},"institutions":[{"id":"https://openalex.org/I188730046","display_name":"Vytautas Magnus University","ror":"https://ror.org/04y7eh037","country_code":"LT","type":"education","lineage":["https://openalex.org/I188730046"]}],"countries":["LT"],"is_corresponding":false,"raw_author_name":"Ri\u010dardas Krik\u0161tolaitis","raw_affiliation_strings":["Vytautas Magnus University;"],"raw_orcid":"https://orcid.org/0000-0001-9556-4121","affiliations":[{"raw_affiliation_string":"Vytautas Magnus University;","institution_ids":["https://openalex.org/I188730046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5083849766"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.14435677,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"11","issue":"2","first_page":"115","last_page":"124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9940000176429749,"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"}},"topics":[{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9940000176429749,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9728000164031982,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/projection-pursuit","display_name":"Projection pursuit","score":0.8080283403396606},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.7425424456596375},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.6779053807258606},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.6637728214263916},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.542945146560669},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.515605628490448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5051596760749817},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.438640296459198},{"id":"https://openalex.org/keywords/sample-size-determination","display_name":"Sample size determination","score":0.43250200152397156},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.42956188321113586},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42878222465515137},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42363640666007996},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05922120809555054}],"concepts":[{"id":"https://openalex.org/C118038509","wikidata":"https://www.wikidata.org/wiki/Q382970","display_name":"Projection pursuit","level":2,"score":0.8080283403396606},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.7425424456596375},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.6779053807258606},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.6637728214263916},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.542945146560669},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.515605628490448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5051596760749817},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.438640296459198},{"id":"https://openalex.org/C129848803","wikidata":"https://www.wikidata.org/wiki/Q2564360","display_name":"Sample size determination","level":2,"score":0.43250200152397156},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.42956188321113586},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42878222465515137},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42363640666007996},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05922120809555054},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.518.4057","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.518.4057","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mii.lt/Informatica/pdf/INFO203.pdf","raw_type":"text"},{"id":"mag:2122496777","is_oa":false,"landing_page_url":"https://www.mii.lt/informatica/pdf/INFO203.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Informatica","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W186353109","https://openalex.org/W1964724001","https://openalex.org/W1976047659","https://openalex.org/W1991983130","https://openalex.org/W1992402718","https://openalex.org/W2046220244","https://openalex.org/W2053742104","https://openalex.org/W2060907140","https://openalex.org/W2082612735","https://openalex.org/W2121407732","https://openalex.org/W2166698530"],"related_works":["https://openalex.org/W281163547","https://openalex.org/W252141150","https://openalex.org/W2123199345","https://openalex.org/W2503252365","https://openalex.org/W2098838667","https://openalex.org/W1641924864","https://openalex.org/W2994889780","https://openalex.org/W2094756712","https://openalex.org/W2034371392","https://openalex.org/W2055596845","https://openalex.org/W2108866193","https://openalex.org/W2370632582","https://openalex.org/W3182772073","https://openalex.org/W1493136357","https://openalex.org/W2593564550","https://openalex.org/W2124629003","https://openalex.org/W2070410525","https://openalex.org/W2589865066","https://openalex.org/W2477281853","https://openalex.org/W2136777044"],"abstract_inverted_index":{"Abstract.":[0],"Influence":[1],"of":[2,10,50,52],"projection":[3,44],"pursuit":[4,45],"on":[5],"classification":[6,42,58],"errors":[7],"and":[8,56],"estimates":[9,51],"a":[11,26,53],"posteriori":[12,54],"prob-abilities":[13],"from":[14],"the":[15],"sample":[16,40],"is":[17,22],"considered.":[18],"Observed":[19],"random":[20],"variable":[21],"supposed":[23],"to":[24],"satisfy":[25],"multidi-mensional":[27],"Gaussian":[28],"mixture":[29],"model.":[30],"Presented":[31],"computer":[32],"simulation":[33],"results":[34],"show":[35],"that":[36],"for":[37],"compar-atively":[38],"small":[39],"size":[41],"using":[43],"algorithm":[46],"gives":[47],"better":[48],"accuracy":[49],"probabilities":[55],"less":[57],"error.":[59]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}