{"id":"https://openalex.org/W2804333564","doi":"https://doi.org/10.1007/978-3-319-91479-4_21","title":"A Self-Organizing Ensemble of Deep Neural Networks for the Classification of Data from Complex Processes","display_name":"A Self-Organizing Ensemble of Deep Neural Networks for the Classification of Data from Complex Processes","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2804333564","doi":"https://doi.org/10.1007/978-3-319-91479-4_21","mag":"2804333564"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-91479-4_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-91479-4_21","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5040314070","display_name":"Niclas St\u00e5hl","orcid":"https://orcid.org/0000-0003-2128-7090"},"institutions":[{"id":"https://openalex.org/I205158640","display_name":"University of Sk\u00f6vde","ror":"https://ror.org/051mrsz47","country_code":"SE","type":"education","lineage":["https://openalex.org/I205158640"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Niclas St\u00e5hl","raw_affiliation_strings":["School of Informatics, University of Sk\u00f6vde, H\u00f6gskolev\u00e4gen 28, SE 54145, Sk\u00f6vde, Sweden"],"affiliations":[{"raw_affiliation_string":"School of Informatics, University of Sk\u00f6vde, H\u00f6gskolev\u00e4gen 28, SE 54145, Sk\u00f6vde, Sweden","institution_ids":["https://openalex.org/I205158640"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010167042","display_name":"G\u00f6ran Falkman","orcid":"https://orcid.org/0000-0001-8884-2154"},"institutions":[{"id":"https://openalex.org/I205158640","display_name":"University of Sk\u00f6vde","ror":"https://ror.org/051mrsz47","country_code":"SE","type":"education","lineage":["https://openalex.org/I205158640"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"G\u00f6ran Falkman","raw_affiliation_strings":["School of Informatics, University of Sk\u00f6vde, H\u00f6gskolev\u00e4gen 28, SE 54145, Sk\u00f6vde, Sweden"],"affiliations":[{"raw_affiliation_string":"School of Informatics, University of Sk\u00f6vde, H\u00f6gskolev\u00e4gen 28, SE 54145, Sk\u00f6vde, Sweden","institution_ids":["https://openalex.org/I205158640"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060132050","display_name":"Gunnar Mathiason","orcid":"https://orcid.org/0000-0001-7106-0025"},"institutions":[{"id":"https://openalex.org/I205158640","display_name":"University of Sk\u00f6vde","ror":"https://ror.org/051mrsz47","country_code":"SE","type":"education","lineage":["https://openalex.org/I205158640"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Gunnar Mathiason","raw_affiliation_strings":["School of Informatics, University of Sk\u00f6vde, H\u00f6gskolev\u00e4gen 28, SE 54145, Sk\u00f6vde, Sweden"],"affiliations":[{"raw_affiliation_string":"School of Informatics, University of Sk\u00f6vde, H\u00f6gskolev\u00e4gen 28, SE 54145, Sk\u00f6vde, Sweden","institution_ids":["https://openalex.org/I205158640"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004078797","display_name":"Alexander Karlsson","orcid":"https://orcid.org/0000-0003-2973-3112"},"institutions":[{"id":"https://openalex.org/I205158640","display_name":"University of Sk\u00f6vde","ror":"https://ror.org/051mrsz47","country_code":"SE","type":"education","lineage":["https://openalex.org/I205158640"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Alexander Karlsson","raw_affiliation_strings":["School of Informatics, University of Sk\u00f6vde, H\u00f6gskolev\u00e4gen 28, SE 54145, Sk\u00f6vde, Sweden"],"affiliations":[{"raw_affiliation_string":"School of Informatics, University of Sk\u00f6vde, H\u00f6gskolev\u00e4gen 28, SE 54145, Sk\u00f6vde, Sweden","institution_ids":["https://openalex.org/I205158640"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040314070"],"corresponding_institution_ids":["https://openalex.org/I205158640"],"apc_list":null,"apc_paid":null,"fwci":0.2719,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53571429,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"248","last_page":"259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9937999844551086,"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/T10320","display_name":"Neural Networks and Applications","score":0.9937999844551086,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9904999732971191,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9869999885559082,"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":0.6096580624580383},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5273516774177551},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4922162592411041}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6096580624580383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5273516774177551},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4922162592411041}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-91479-4_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-91479-4_21","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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":18,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W96376781","https://openalex.org/W1490306443","https://openalex.org/W2010150441","https://openalex.org/W2100805904","https://openalex.org/W2118978333","https://openalex.org/W2131715540","https://openalex.org/W2135293965","https://openalex.org/W2138754805","https://openalex.org/W2166322089","https://openalex.org/W2187089797","https://openalex.org/W2423689290","https://openalex.org/W2911964244","https://openalex.org/W2919115771","https://openalex.org/W3021787434","https://openalex.org/W3022351671","https://openalex.org/W3125537303","https://openalex.org/W6635954839"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
