{"id":"https://openalex.org/W4361770952","doi":"https://doi.org/10.1007/978-3-031-29573-7_9","title":"A Boosting Approach to\u00a0Constructing an\u00a0Ensemble Stack","display_name":"A Boosting Approach to\u00a0Constructing an\u00a0Ensemble Stack","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4361770952","doi":"https://doi.org/10.1007/978-3-031-29573-7_9"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-29573-7_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-29573-7_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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 Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5101023520","display_name":"Zhilei Zhou","orcid":"https://orcid.org/0009-0008-2451-8804"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Zhilei Zhou","raw_affiliation_strings":["Faculty of Computer Science, Dalhousie University, Nova Scotia, Canada"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University, Nova Scotia, Canada","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025182041","display_name":"Ziyu Qiu","orcid":null},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ziyu Qiu","raw_affiliation_strings":["Faculty of Computer Science, Dalhousie University, Nova Scotia, Canada"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University, Nova Scotia, Canada","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077362828","display_name":"Brad Niblett","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brad Niblett","raw_affiliation_strings":["2Keys Corporation - An Interac Company, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"2Keys Corporation - An Interac Company, Ottawa, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104040135","display_name":"Andrew Johnston","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrew Johnston","raw_affiliation_strings":["2Keys Corporation - An Interac Company, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"2Keys Corporation - An Interac Company, Ottawa, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071226135","display_name":"Jeffrey Schwartzentruber","orcid":null},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jeffrey Schwartzentruber","raw_affiliation_strings":["Faculty of Computer Science, Dalhousie University, Nova Scotia, Canada"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University, Nova Scotia, Canada","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008462534","display_name":"A. Nur Zincir\u2010Heywood","orcid":"https://orcid.org/0000-0003-2796-7265"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nur Zincir-Heywood","raw_affiliation_strings":["Faculty of Computer Science, Dalhousie University, Nova Scotia, Canada"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University, Nova Scotia, Canada","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003699164","display_name":"Malcolm I. Heywood","orcid":"https://orcid.org/0000-0002-1521-0671"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Malcolm I. Heywood","raw_affiliation_strings":["Faculty of Computer Science, Dalhousie University, Nova Scotia, Canada"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University, Nova Scotia, Canada","institution_ids":["https://openalex.org/I129902397"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101023520"],"corresponding_institution_ids":["https://openalex.org/I129902397"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.1329,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87550201,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"133","last_page":"148"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9966999888420105,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9846000075340271,"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/boosting","display_name":"Boosting (machine learning)","score":0.8508883714675903},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8009717464447021},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.7469226717948914},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.6864771842956543},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.6606649160385132},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.6586784720420837},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.6350650787353516},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6138952374458313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.592703640460968},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5012333393096924},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3824806213378906},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20312708616256714}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.8508883714675903},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8009717464447021},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7469226717948914},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.6864771842956543},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.6606649160385132},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.6586784720420837},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.6350650787353516},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6138952374458313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.592703640460968},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5012333393096924},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3824806213378906},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20312708616256714},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-29573-7_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-29573-7_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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 Computer Science","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":25,"referenced_works":["https://openalex.org/W324154555","https://openalex.org/W1580959953","https://openalex.org/W1583742283","https://openalex.org/W1593492645","https://openalex.org/W1605688901","https://openalex.org/W2049783455","https://openalex.org/W2055239208","https://openalex.org/W2077488147","https://openalex.org/W2100211715","https://openalex.org/W2105802878","https://openalex.org/W2113834117","https://openalex.org/W2117847370","https://openalex.org/W2119384818","https://openalex.org/W2121664198","https://openalex.org/W2123387822","https://openalex.org/W2125055259","https://openalex.org/W2130774030","https://openalex.org/W2163467402","https://openalex.org/W2295598076","https://openalex.org/W2797026760","https://openalex.org/W2915788561","https://openalex.org/W2945976633","https://openalex.org/W2955039938","https://openalex.org/W3022192067","https://openalex.org/W3174638489"],"related_works":["https://openalex.org/W4238897586","https://openalex.org/W1481595788","https://openalex.org/W2905156999","https://openalex.org/W4229460275","https://openalex.org/W4296079469","https://openalex.org/W1987518466","https://openalex.org/W3023033471","https://openalex.org/W3135046080","https://openalex.org/W2809161969","https://openalex.org/W3001638574"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}
