{"id":"https://openalex.org/W4205744148","doi":"https://doi.org/10.1007/s10844-021-00690-5","title":"Incremental and accurate computation of machine learning models with smart data summarization","display_name":"Incremental and accurate computation of machine learning models with smart data summarization","publication_year":2022,"publication_date":"2022-01-19","ids":{"openalex":"https://openalex.org/W4205744148","doi":"https://doi.org/10.1007/s10844-021-00690-5"},"language":"en","primary_location":{"id":"doi:10.1007/s10844-021-00690-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10844-021-00690-5","pdf_url":null,"source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Information Systems","raw_type":"journal-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/A5019842397","display_name":"Sikder Tahsin Al-Amin","orcid":null},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sikder Tahsin Al-Amin","raw_affiliation_strings":["Department of Computer Science, University of Houston, Houston, TX, 77204, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Houston, Houston, TX, 77204, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031610238","display_name":"Carlos Ordo\u0144\u1ebdz","orcid":"https://orcid.org/0009-0005-1135-9726"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carlos Ordonez","raw_affiliation_strings":["Department of Computer Science, University of Houston, Houston, TX, 77204, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Houston, Houston, TX, 77204, USA","institution_ids":["https://openalex.org/I44461941"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019842397"],"corresponding_institution_ids":["https://openalex.org/I44461941"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":0.5517,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.70347955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"59","issue":"1","first_page":"149","last_page":"172"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9975000023841858,"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":0.9975000023841858,"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/T11106","display_name":"Data Management and Algorithms","score":0.995199978351593,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9887999892234802,"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/automatic-summarization","display_name":"Automatic summarization","score":0.9063739776611328},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9012545347213745},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.8160904049873352},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5976948142051697},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.562649667263031},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4697456955909729},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4317358136177063},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4219023287296295},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.413780152797699},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4093672037124634},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3659652769565582},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3401552736759186},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3057151436805725},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11448344588279724}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9063739776611328},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9012545347213745},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8160904049873352},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5976948142051697},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.562649667263031},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4697456955909729},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4317358136177063},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4219023287296295},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.413780152797699},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4093672037124634},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3659652769565582},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3401552736759186},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3057151436805725},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11448344588279724}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10844-021-00690-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10844-021-00690-5","pdf_url":null,"source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W147860157","https://openalex.org/W585085135","https://openalex.org/W1480376833","https://openalex.org/W1493349649","https://openalex.org/W1991624343","https://openalex.org/W2013373704","https://openalex.org/W2034632843","https://openalex.org/W2064602946","https://openalex.org/W2085598772","https://openalex.org/W2103753221","https://openalex.org/W2108807072","https://openalex.org/W2113273303","https://openalex.org/W2138542364","https://openalex.org/W2139047213","https://openalex.org/W2156415837","https://openalex.org/W2156487548","https://openalex.org/W2158465780","https://openalex.org/W2317943859","https://openalex.org/W2487770199","https://openalex.org/W2603465745","https://openalex.org/W2609002182","https://openalex.org/W2609165678","https://openalex.org/W2782578088","https://openalex.org/W2790613489","https://openalex.org/W2807483599","https://openalex.org/W2919115771","https://openalex.org/W2967826790","https://openalex.org/W2989761985","https://openalex.org/W3139252201","https://openalex.org/W4231029117","https://openalex.org/W6631278917","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W1517524280","https://openalex.org/W4323520239","https://openalex.org/W4389760904","https://openalex.org/W4300055207"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}