{"id":"https://openalex.org/W2943902420","doi":"https://doi.org/10.1109/is.2018.8710511","title":"CLARA: Cloud Learning Autonomous Reacting Algorithms, a Machine Learning Service for the Internet of Things","display_name":"CLARA: Cloud Learning Autonomous Reacting Algorithms, a Machine Learning Service for the Internet of Things","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2943902420","doi":"https://doi.org/10.1109/is.2018.8710511","mag":"2943902420"},"language":"en","primary_location":{"id":"doi:10.1109/is.2018.8710511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is.2018.8710511","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Intelligent Systems (IS)","raw_type":"proceedings-article"},"type":"article","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/A5014471246","display_name":"S\u00e9rgio Branco","orcid":"https://orcid.org/0000-0001-5372-1088"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Sergio Branco","raw_affiliation_strings":["Centro Algoritmi, University of Minho, Guimar\u00e3es, Portugal"],"affiliations":[{"raw_affiliation_string":"Centro Algoritmi, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003483390","display_name":"Andr\u00e9 G. Ferreira","orcid":"https://orcid.org/0000-0003-3204-5468"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Andre G. Ferreira","raw_affiliation_strings":["Centro Algoritmi, University of Minho, Guimar\u00e3es, Portugal"],"affiliations":[{"raw_affiliation_string":"Centro Algoritmi, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039248965","display_name":"Jorge Cabral","orcid":"https://orcid.org/0000-0001-9954-9746"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jorge Cabral","raw_affiliation_strings":["Centro Algoritmi, University of Minho, Guimar\u00e3es, Portugal"],"affiliations":[{"raw_affiliation_string":"Centro Algoritmi, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5014471246"],"corresponding_institution_ids":["https://openalex.org/I99682543"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21358116,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"739","last_page":"743"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9950000047683716,"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":0.9950000047683716,"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":0.9940000176429749,"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"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.991100013256073,"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/cloud-computing","display_name":"Cloud computing","score":0.8781943321228027},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8087252974510193},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.6483336687088013},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6273850798606873},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6164630651473999},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5829504132270813},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5509792566299438},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5403187274932861},{"id":"https://openalex.org/keywords/interpreter","display_name":"Interpreter","score":0.47310328483581543},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4579114317893982},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4294258654117584},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.34724849462509155},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1279292106628418},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10398510098457336}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8781943321228027},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8087252974510193},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.6483336687088013},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6273850798606873},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6164630651473999},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5829504132270813},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5509792566299438},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5403187274932861},{"id":"https://openalex.org/C122783720","wikidata":"https://www.wikidata.org/wiki/Q183065","display_name":"Interpreter","level":2,"score":0.47310328483581543},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4579114317893982},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4294258654117584},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34724849462509155},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1279292106628418},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10398510098457336},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/is.2018.8710511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is.2018.8710511","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Intelligent Systems (IS)","raw_type":"proceedings-article"},{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/66322","is_oa":false,"landing_page_url":"http://hdl.handle.net/1822/66322","pdf_url":null,"source":{"id":"https://openalex.org/S4306400354","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"},{"id":"pmh:oai:repositorium.uminho.pt:1822/66322","is_oa":false,"landing_page_url":"https://hdl.handle.net/1822/66322","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5600000023841858,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W304986642","https://openalex.org/W2101234009","https://openalex.org/W2128569883","https://openalex.org/W2564566221","https://openalex.org/W2574448563","https://openalex.org/W3100857292","https://openalex.org/W3198350258","https://openalex.org/W6610827491","https://openalex.org/W6675354045","https://openalex.org/W6730999400","https://openalex.org/W6732005117"],"related_works":["https://openalex.org/W1721418433","https://openalex.org/W3209222648","https://openalex.org/W2463512549","https://openalex.org/W2246915267","https://openalex.org/W2004305899","https://openalex.org/W2611574984","https://openalex.org/W3089412887","https://openalex.org/W2548985027","https://openalex.org/W2412406728","https://openalex.org/W3132865869"],"abstract_inverted_index":{"The":[0],"Internet":[1],"of":[2,69,86],"Things":[3],"(IoT)":[4],"is":[5,9,90,112,129],"growing":[6],"and":[7,38,46,84,140],"it":[8,149],"expected":[10],"that,":[11],"by":[12,106,162],"2020,":[13],"31":[14],"thousand":[15],"million":[16],"devices":[17],"will":[18,28,150],"be":[19,36,78,136],"connected.":[20],"By":[21],"that":[22,97,111,131],"time,":[23],"more":[24],"than":[25,157],"7":[26],"ZetaBytes":[27],"have":[29,76],"been":[30],"sent":[31],"to":[32,35,42,65,77,99,114,138],"Cloud":[33,60],"Services":[34],"stored":[37],"analysed.":[39],"In":[40,124],"order":[41],"find":[43],"errors,":[44],"analyse":[45],"learn":[47,141],"from":[48,142,145],"all":[49,101],"the":[50,67,73,81,87,102,116,121,125],"data":[51,109,122,143],"acquired,":[52],"Machine":[53,94],"Learning":[54,95],"(ML)":[55],"Models":[56],"are":[57],"being":[58],"used.":[59],"Service":[61],"providers":[62],"offer":[63],"tools":[64],"simplify":[66,100],"development":[68],"ML":[70,118,159],"Models.":[71],"However,":[72],"developers":[74],"still":[75],"involved":[79],"in":[80],"development,":[82],"testing,":[83],"pruning":[85],"models.":[88],"CLARA":[89,134,153],"a":[91,108,163],"cloud":[92],"based":[93],"service":[96],"aims":[98],"current":[103],"developers'":[104],"work":[105],"creating":[107],"interpreter":[110],"able":[113],"generate":[115],"best":[117],"model":[119],"for":[120],"provided.":[123],"following":[126],"paper,":[127],"research":[128],"presented":[130],"shows":[132],"how":[133,152],"can":[135],"used":[137],"receive":[139],"coming":[144],"IoT":[146],"applications.":[147],"Furthermore,":[148],"show":[151],"obtains":[154],"better":[155],"results":[156],"other":[158],"models":[160],"trained":[161],"developer":[164],"with":[165],"no":[166],"theoretical":[167],"background":[168],"on":[169],"ML.":[170]},"counts_by_year":[],"updated_date":"2026-04-24T08:23:43.765630","created_date":"2025-10-10T00:00:00"}