{"id":"https://openalex.org/W772649510","doi":"https://doi.org/10.1007/978-3-319-11289-3_48","title":"Evaluation of Neural Network Ensemble Approach to Predict from a Data Stream","display_name":"Evaluation of Neural Network Ensemble Approach to Predict from a Data Stream","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W772649510","doi":"https://doi.org/10.1007/978-3-319-11289-3_48","mag":"772649510"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-11289-3_48","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-11289-3_48","pdf_url":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037296779","display_name":"Zbigniew Telec","orcid":"https://orcid.org/0000-0003-2539-9452"},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Zbigniew Telec","raw_affiliation_strings":["Institute of Informatics, Wroc\u0142aw University of Technology, Wybrze\u017ce Wyspia\u0144skiego 27, 50-370, Wroc\u0142aw, Poland","Wroc\u0142aw University of Technology,"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Wroc\u0142aw University of Technology, Wybrze\u017ce Wyspia\u0144skiego 27, 50-370, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I11923345"]},{"raw_affiliation_string":"Wroc\u0142aw University of Technology,","institution_ids":["https://openalex.org/I11923345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033625848","display_name":"Bogdan Trawi\u0144ski","orcid":"https://orcid.org/0000-0002-2956-6388"},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Bogdan Trawi\u0144ski","raw_affiliation_strings":["Institute of Informatics, Wroc\u0142aw University of Technology, Wybrze\u017ce Wyspia\u0144skiego 27, 50-370, Wroc\u0142aw, Poland","Wroc\u0142aw University of Technology,"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics, Wroc\u0142aw University of Technology, Wybrze\u017ce Wyspia\u0144skiego 27, 50-370, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I11923345"]},{"raw_affiliation_string":"Wroc\u0142aw University of Technology,","institution_ids":["https://openalex.org/I11923345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062315901","display_name":"Tadeusz Lasota","orcid":"https://orcid.org/0000-0001-8239-301X"},"institutions":[{"id":"https://openalex.org/I27912750","display_name":"Wroclaw University of Environmental and Life Sciences","ror":"https://ror.org/05cs8k179","country_code":"PL","type":"education","lineage":["https://openalex.org/I27912750"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Tadeusz Lasota","raw_affiliation_strings":["Dept. of Spatial Management, Wroc\u0142aw University of Environmental and Life Sciences, ul. Norwida 25/27, 50-375, Wroc\u0142aw, Poland","Wroclaw University of Environmental and Life Sciences"],"affiliations":[{"raw_affiliation_string":"Dept. of Spatial Management, Wroc\u0142aw University of Environmental and Life Sciences, ul. Norwida 25/27, 50-375, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I27912750"]},{"raw_affiliation_string":"Wroclaw University of Environmental and Life Sciences","institution_ids":["https://openalex.org/I27912750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046478476","display_name":"Grzegorz Trawi\u0144ski","orcid":null},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Grzegorz Trawi\u0144ski","raw_affiliation_strings":["Faculty of Electronics, Wroc\u0142aw University of Technology, Wybrze\u017ce S. Wyspia\u0144skiego 27, 50-370, Wroc\u0142aw, Poland","Wroc\u0142aw University of Technology,"],"affiliations":[{"raw_affiliation_string":"Faculty of Electronics, Wroc\u0142aw University of Technology, Wybrze\u017ce S. Wyspia\u0144skiego 27, 50-370, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I11923345"]},{"raw_affiliation_string":"Wroc\u0142aw University of Technology,","institution_ids":["https://openalex.org/I11923345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037296779"],"corresponding_institution_ids":["https://openalex.org/I11923345"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.1742,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87921858,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"472","last_page":"482"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9998000264167786,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9998000264167786,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9944999814033508,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9901000261306763,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8187904357910156},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7243998646736145},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.642686128616333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.500206470489502},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49927353858947754},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.4922772943973541},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.46806657314300537},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.46389201283454895},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4532724916934967},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43372124433517456},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.2785645127296448},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09293186664581299},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07985121011734009}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8187904357910156},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7243998646736145},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.642686128616333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.500206470489502},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49927353858947754},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.4922772943973541},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.46806657314300537},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.46389201283454895},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4532724916934967},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43372124433517456},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.2785645127296448},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09293186664581299},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07985121011734009},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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":1,"locations":[{"id":"doi:10.1007/978-3-319-11289-3_48","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-11289-3_48","pdf_url":null,"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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W13338109","https://openalex.org/W23193062","https://openalex.org/W87319928","https://openalex.org/W115522171","https://openalex.org/W139044672","https://openalex.org/W151152692","https://openalex.org/W286572800","https://openalex.org/W1481038561","https://openalex.org/W1498360258","https://openalex.org/W1545151502","https://openalex.org/W1560167527","https://openalex.org/W1565746575","https://openalex.org/W1568659373","https://openalex.org/W1571238525","https://openalex.org/W1576993326","https://openalex.org/W1599858917","https://openalex.org/W2000454347","https://openalex.org/W2029952384","https://openalex.org/W2077654972","https://openalex.org/W2139327121","https://openalex.org/W2146934273","https://openalex.org/W2152161790","https://openalex.org/W2169284845","https://openalex.org/W2186618285","https://openalex.org/W2240536489","https://openalex.org/W2399984632","https://openalex.org/W2406302907","https://openalex.org/W4236765470","https://openalex.org/W4292003697"],"related_works":["https://openalex.org/W127192698","https://openalex.org/W2360131081","https://openalex.org/W3155969782","https://openalex.org/W3111543298","https://openalex.org/W2501540126","https://openalex.org/W1970009995","https://openalex.org/W2388307643","https://openalex.org/W2985941356","https://openalex.org/W1572762191","https://openalex.org/W3207785250"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":3}],"updated_date":"2026-01-15T23:16:33.117629","created_date":"2025-10-10T00:00:00"}