{"id":"https://openalex.org/W2540698583","doi":"https://doi.org/10.1109/eais.2015.7368772","title":"Keynote speaker 2: Real time data mining","display_name":"Keynote speaker 2: Real time data mining","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W2540698583","doi":"https://doi.org/10.1109/eais.2015.7368772","mag":"2540698583"},"language":"en","primary_location":{"id":"doi:10.1109/eais.2015.7368772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eais.2015.7368772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS)","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/A5114376321","display_name":"Jo\u00e3o Gama","orcid":"https://orcid.org/0000-0003-3357-1195"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Joao Gama","raw_affiliation_strings":["University of Porto, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5114376321"],"corresponding_institution_ids":["https://openalex.org/I182534213"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17835424,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9977999925613403,"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":0.9977999925613403,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.92330002784729,"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":0.9136999845504761,"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/data-stream-mining","display_name":"Data stream mining","score":0.889507532119751},{"id":"https://openalex.org/keywords/forgetting","display_name":"Forgetting","score":0.8511107563972473},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.838204026222229},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.7255624532699585},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.5938186049461365},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.5578159093856812},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4724947512149811},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4381338357925415},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3282530605792999}],"concepts":[{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.889507532119751},{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.8511107563972473},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.838204026222229},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.7255624532699585},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.5938186049461365},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.5578159093856812},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4724947512149811},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4381338357925415},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3282530605792999},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eais.2015.7368772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eais.2015.7368772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4281572076","https://openalex.org/W4307392573","https://openalex.org/W2802243998","https://openalex.org/W2736127210","https://openalex.org/W4389449520","https://openalex.org/W2329342202","https://openalex.org/W2060628068","https://openalex.org/W3208495060","https://openalex.org/W4246591448","https://openalex.org/W2235038291"],"abstract_inverted_index":{"Nowadays,":[0],"there":[1],"are":[2,8,64],"applications":[3],"in":[4,41,43,75,84,118],"which":[5],"the":[6,26,38,76,110],"data":[7,19,33,70,121],"modelled":[9],"best":[10],"not":[11],"as":[12,17],"persistent":[13],"tables,":[14],"but":[15],"rather":[16],"transient":[18],"streams.":[20],"In":[21,93],"this":[22,94],"keynote,":[23],"we":[24,96],"discuss":[25,37],"limitations":[27],"of":[28,69,78,86],"current":[29,114],"machine":[30],"learning":[31,42,47,54,79,119],"and":[32,55,59,90,113,123],"mining":[34],"algorithms.":[35],"We":[36,108],"fundamental":[39],"issues":[40,112],"dynamic":[44],"environments":[45],"like":[46],"decision":[48],"models":[49],"that":[50,71,116],"evolve":[51],"over":[52],"time,":[53],"forgetting,":[56],"concept":[57],"drift":[58],"change":[60],"detection.":[61],"Data":[62],"streams":[63],"characterized":[65],"by":[66],"huge":[67],"amounts":[68],"introduce":[72],"new":[73],"constraints":[74],"design":[77],"algorithms:":[80],"limited":[81],"computational":[82],"resources":[83],"terms":[85],"memory,":[87],"processing":[88],"time":[89],"CPU":[91],"power.":[92],"talk,":[95],"present":[97,124],"some":[98],"illustrative":[99],"algorithms":[100],"designed":[101],"to":[102],"taking":[103],"these":[104],"constrains":[105],"into":[106],"account.":[107],"identify":[109],"main":[111],"challenges":[115],"emerge":[117],"from":[120],"streams,":[122],"open":[125],"research":[126],"lines":[127],"for":[128],"further":[129],"developments.":[130]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}