{"id":"https://openalex.org/W1456722607","doi":"https://doi.org/10.1007/978-3-642-29873-8_29","title":"Integrating Heterogeneous Prediction Models in the Cloud","display_name":"Integrating Heterogeneous Prediction Models in the Cloud","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W1456722607","doi":"https://doi.org/10.1007/978-3-642-29873-8_29","mag":"1456722607"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-29873-8_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-29873-8_29","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},"type":"conference-paper","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/A5006130141","display_name":"Hung\u2010Chen Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]},{"id":"https://openalex.org/I99613584","display_name":"National Taipei University","ror":"https://ror.org/03e29r284","country_code":"TW","type":"education","lineage":["https://openalex.org/I99613584"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hung-Chen Chen","raw_affiliation_strings":["Dept. of Info. Management, National Taiwan University, Taipei, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Info. Management, National Taiwan University, Taipei, Taiwan, R.O.C","institution_ids":["https://openalex.org/I99613584","https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019134461","display_name":"Chih\u2010Ping Wei","orcid":"https://orcid.org/0000-0003-4150-3926"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]},{"id":"https://openalex.org/I99613584","display_name":"National Taipei University","ror":"https://ror.org/03e29r284","country_code":"TW","type":"education","lineage":["https://openalex.org/I99613584"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Ping Wei","raw_affiliation_strings":["Dept. of Info. Management, National Taiwan University, Taipei, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Info. Management, National Taiwan University, Taipei, Taiwan, R.O.C","institution_ids":["https://openalex.org/I99613584","https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100773467","display_name":"Yu\u2010Cheng Chen","orcid":"https://orcid.org/0000-0002-0008-5601"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Cheng Chen","raw_affiliation_strings":["Inst. of Service Science, National Tsing Hua University, Hsinchu, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inst. of Service Science, National Tsing Hua University, Hsinchu, Taiwan, R.O.C","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030124885","display_name":"Ci-Wei Lan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109453","display_name":"Institute for Biotechnology and Medicine Industry","ror":"https://ror.org/01rejfk89","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210109453"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ci-Wei Lan","raw_affiliation_strings":["IBM Research Collaboratory, Taipei, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research Collaboratory, Taipei, Taiwan, R.O.C","institution_ids":["https://openalex.org/I4210109453"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"311","last_page":"322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9973000288009644,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9973000288009644,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9962000250816345,"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/computer-science","display_name":"Computer science","score":0.7901681661605835},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7068079710006714},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6210057139396667},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5405880212783813},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5361611247062683},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.5248813033103943},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.4918496608734131},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4781452417373657},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.45564398169517517},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.4365113377571106},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.4183220863342285},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3805152475833893},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37290388345718384},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.3187980055809021},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11125341057777405}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7901681661605835},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7068079710006714},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6210057139396667},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5405880212783813},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5361611247062683},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.5248813033103943},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.4918496608734131},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4781452417373657},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.45564398169517517},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.4365113377571106},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.4183220863342285},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3805152475833893},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37290388345718384},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.3187980055809021},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11125341057777405},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-29873-8_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-29873-8_29","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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":"Lecture Notes in Business Information Processing","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":22,"referenced_works":["https://openalex.org/W25785297","https://openalex.org/W28412257","https://openalex.org/W1528520610","https://openalex.org/W1998452394","https://openalex.org/W2004314935","https://openalex.org/W2017666414","https://openalex.org/W2043077358","https://openalex.org/W2052716990","https://openalex.org/W2069300565","https://openalex.org/W2082305605","https://openalex.org/W2085988980","https://openalex.org/W2093717447","https://openalex.org/W2098307847","https://openalex.org/W2111831727","https://openalex.org/W2112076978","https://openalex.org/W2125055259","https://openalex.org/W2158275940","https://openalex.org/W2286670277","https://openalex.org/W2481897712","https://openalex.org/W2912934387","https://openalex.org/W3122207778","https://openalex.org/W6601067712"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W4244478748","https://openalex.org/W2086519370","https://openalex.org/W2087343574"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}