{"id":"https://openalex.org/W2555296083","doi":"https://doi.org/10.1109/eals.2014.7009508","title":"Self-learning data processing framework based on computational intelligence enhancing autonomous control by machine intelligence","display_name":"Self-learning data processing framework based on computational intelligence enhancing autonomous control by machine intelligence","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2555296083","doi":"https://doi.org/10.1109/eals.2014.7009508","mag":"2555296083"},"language":"en","primary_location":{"id":"doi:10.1109/eals.2014.7009508","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eals.2014.7009508","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10059/1144","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056678666","display_name":"Prapa Rattadilok","orcid":"https://orcid.org/0000-0001-9802-6812"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Prapa Rattadilok","raw_affiliation_strings":["School of Computing Science and Digital Media, Robert Gordon University, Aberdeen, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Science and Digital Media, Robert Gordon University, Aberdeen, UK","institution_ids":["https://openalex.org/I522815984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040494006","display_name":"Andrei Petrovski","orcid":"https://orcid.org/0000-0002-0987-2791"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrei Petrovski","raw_affiliation_strings":["School of Computing Science and Digital Media, Robert Gordon University, Aberdeen, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Science and Digital Media, Robert Gordon University, Aberdeen, UK","institution_ids":["https://openalex.org/I522815984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I522815984"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"87","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9997000098228455,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9997000098228455,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7824685573577881},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.6893476843833923},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.6020533442497253},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5904162526130676},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5885157585144043},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5537531971931458},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.44419556856155396},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.41340452432632446},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38102611899375916}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7824685573577881},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6893476843833923},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.6020533442497253},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5904162526130676},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5885157585144043},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5537531971931458},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.44419556856155396},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.41340452432632446},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38102611899375916},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/eals.2014.7009508","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eals.2014.7009508","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS)","raw_type":"proceedings-article"},{"id":"pmh:oai:rgu-repository.worktribe.com:248617","is_oa":false,"landing_page_url":"https://doi.org/10.1109/EALS.2014.7009508","pdf_url":null,"source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"},{"id":"pmh:oai:openair.rgu.ac.uk:10059/1144","is_oa":true,"landing_page_url":"http://hdl.handle.net/10059/1144","pdf_url":null,"source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference publications"}],"best_oa_location":{"id":"pmh:oai:openair.rgu.ac.uk:10059/1144","is_oa":true,"landing_page_url":"http://hdl.handle.net/10059/1144","pdf_url":null,"source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference publications"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W43637044","https://openalex.org/W66053595","https://openalex.org/W1713484109","https://openalex.org/W1985277927","https://openalex.org/W2049440835","https://openalex.org/W2122646361","https://openalex.org/W2341407133"],"related_works":["https://openalex.org/W2357124094","https://openalex.org/W2387399993","https://openalex.org/W2389739210","https://openalex.org/W2348924972","https://openalex.org/W2365736347","https://openalex.org/W2047454415","https://openalex.org/W2070040999","https://openalex.org/W2387293848","https://openalex.org/W2250140200","https://openalex.org/W3121791438"],"abstract_inverted_index":{"A":[0,17,83],"generic":[1],"framework":[2,110],"for":[3],"evolving":[4],"and":[5,12,27,48,67,80,97,118],"autonomously":[6],"controlled":[7],"systems":[8],"has":[9],"been":[10],"developed":[11],"evaluated":[13],"in":[14,123,141],"this":[15],"paper.":[16],"three-phase":[18],"approach":[19],"aimed":[20],"at":[21,28,62],"identification,":[22],"classification":[23],"of":[24,30,46,50,55,75,92,99,125],"anomalous":[25],"data":[26,41,51,56,93],"prediction":[29],"its":[31],"consequences":[32],"is":[33,86,111,121],"applied":[34],"to":[35,59,88,114,136],"processing":[36,49],"sensory":[37],"inputs":[38],"from":[39],"multiple":[40],"sources.":[42],"An":[43],"ad-hoc":[44],"activation":[45],"sensors":[47],"minimises":[52],"the":[53,72,90,95,100,109,139],"quantity":[54],"that":[57,108],"needs":[58],"be":[60,134],"analysed":[61],"any":[63],"one":[64],"time.":[65,144],"Adaptability":[66],"autonomy":[68],"are":[69],"achieved":[70,122],"through":[71],"combined":[73],"use":[74],"statistical":[76],"analysis,":[77],"computational":[78,126],"intelligence":[79,127],"clustering":[81],"techniques.":[82],"genetic":[84],"algorithm":[85],"used":[87,135],"optimise":[89],"choice":[91],"sources,":[94],"type":[96],"characteristics":[98],"analysis":[101],"undertaken.":[102],"The":[103],"experimental":[104],"results":[105],"have":[106],"demonstrated":[107],"generally":[112],"applicable":[113],"various":[115],"problem":[116],"domains":[117],"reasonable":[119],"performance":[120],"terms":[124],"accuracy":[128],"rate.":[129],"Online":[130],"learning":[131],"can":[132],"also":[133],"dynamically":[137],"adapt":[138],"system":[140],"near":[142],"real":[143]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
