{"id":"https://openalex.org/W1993900841","doi":"https://doi.org/10.1145/2649387.2660797","title":"A structured approach to ensemble learning for Alzheimer's disease prediction","display_name":"A structured approach to ensemble learning for Alzheimer's disease prediction","publication_year":2014,"publication_date":"2014-09-20","ids":{"openalex":"https://openalex.org/W1993900841","doi":"https://doi.org/10.1145/2649387.2660797","mag":"1993900841"},"language":"en","primary_location":{"id":"doi:10.1145/2649387.2660797","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2649387.2660797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics","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/A5064851781","display_name":"Matthew Benjamin Seeley","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095288","display_name":"Provo College","ror":"https://ror.org/00y3pb435","country_code":"US","type":"education","lineage":["https://openalex.org/I4210095288"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Matthew Seeley","raw_affiliation_strings":["Provo, UT"],"affiliations":[{"raw_affiliation_string":"Provo, UT","institution_ids":["https://openalex.org/I4210095288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058435710","display_name":"Mark Clement","orcid":"https://orcid.org/0000-0003-4902-3521"},"institutions":[{"id":"https://openalex.org/I4210095288","display_name":"Provo College","ror":"https://ror.org/00y3pb435","country_code":"US","type":"education","lineage":["https://openalex.org/I4210095288"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Clement","raw_affiliation_strings":["Provo, UT"],"affiliations":[{"raw_affiliation_string":"Provo, UT","institution_ids":["https://openalex.org/I4210095288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001363421","display_name":"Christophe Giraud-Carrier","orcid":"https://orcid.org/0000-0002-4129-3239"},"institutions":[{"id":"https://openalex.org/I4210095288","display_name":"Provo College","ror":"https://ror.org/00y3pb435","country_code":"US","type":"education","lineage":["https://openalex.org/I4210095288"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christophe Giraud-Carrier","raw_affiliation_strings":["Provo, UT"],"affiliations":[{"raw_affiliation_string":"Provo, UT","institution_ids":["https://openalex.org/I4210095288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064637082","display_name":"Quinn Snell","orcid":"https://orcid.org/0000-0002-0579-612X"},"institutions":[{"id":"https://openalex.org/I4210095288","display_name":"Provo College","ror":"https://ror.org/00y3pb435","country_code":"US","type":"education","lineage":["https://openalex.org/I4210095288"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Quinn Snell","raw_affiliation_strings":["Provo, UT"],"affiliations":[{"raw_affiliation_string":"Provo, UT","institution_ids":["https://openalex.org/I4210095288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090402063","display_name":"Paul Bodily","orcid":"https://orcid.org/0000-0002-5941-0069"},"institutions":[{"id":"https://openalex.org/I4210095288","display_name":"Provo College","ror":"https://ror.org/00y3pb435","country_code":"US","type":"education","lineage":["https://openalex.org/I4210095288"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Bodily","raw_affiliation_strings":["Provo, UT"],"affiliations":[{"raw_affiliation_string":"Provo, UT","institution_ids":["https://openalex.org/I4210095288"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039422571","display_name":"Stanley Fujimoto","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095288","display_name":"Provo College","ror":"https://ror.org/00y3pb435","country_code":"US","type":"education","lineage":["https://openalex.org/I4210095288"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stanley Fujimoto","raw_affiliation_strings":["Provo, UT"],"affiliations":[{"raw_affiliation_string":"Provo, UT","institution_ids":["https://openalex.org/I4210095288"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5064851781"],"corresponding_institution_ids":["https://openalex.org/I4210095288"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.06907405,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"605","last_page":"606"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9702000021934509,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.9702000021934509,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10086","display_name":"Alzheimer's disease research and treatments","score":0.9455999732017517,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9144999980926514,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7007354497909546},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6363444924354553},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.6183009147644043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5953994989395142},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.5240083932876587},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.49136701226234436},{"id":"https://openalex.org/keywords/clinical-dementia-rating","display_name":"Clinical Dementia Rating","score":0.46374544501304626},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.34325680136680603},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08960634469985962}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7007354497909546},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6363444924354553},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.6183009147644043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5953994989395142},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.5240083932876587},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.49136701226234436},{"id":"https://openalex.org/C2780906993","wikidata":"https://www.wikidata.org/wiki/Q5133756","display_name":"Clinical Dementia Rating","level":4,"score":0.46374544501304626},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.34325680136680603},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08960634469985962},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2649387.2660797","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2649387.2660797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1991952617","https://openalex.org/W2029964232","https://openalex.org/W2090790911"],"related_works":["https://openalex.org/W4376643315","https://openalex.org/W2587525693","https://openalex.org/W4324137541","https://openalex.org/W2900445707","https://openalex.org/W2012773090","https://openalex.org/W3021640140","https://openalex.org/W4313682950","https://openalex.org/W4285741730","https://openalex.org/W1191482210","https://openalex.org/W4285046548"],"abstract_inverted_index":{"This":[0],"research":[1],"employs":[2],"an":[3],"exhaustive":[4],"search":[5],"of":[6,24],"different":[7],"attribute":[8],"selection":[9],"algorithms":[10],"in":[11],"order":[12],"to":[13,19],"provide":[14],"a":[15],"more":[16],"structured":[17],"approach":[18],"learning":[20],"design":[21],"for":[22],"prediction":[23],"Alzheimer's":[25],"clinical":[26],"dementia":[27],"rating":[28],"(CDR).":[29]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
