{"id":"https://openalex.org/W7225207807","doi":null,"title":"Inducing diversity among subpredictors in an implicit deep ensemble","display_name":"Inducing diversity among subpredictors in an implicit deep ensemble","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7225207807"},"language":"en","primary_location":{"id":"pmh:oai:repository.nwu.ac.za:10394/47179","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10394/47179","pdf_url":"https://repository.nwu.ac.za/bitstreams/5d443844-391f-4875-9f43-673ca0673f37/download","source":{"id":"https://openalex.org/S4306402268","display_name":"Boloka Institutional Repository (North-west University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I114027177","host_organization_name":"University of North Carolina at Chapel Hill","host_organization_lineage":["https://openalex.org/I114027177"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repository.nwu.ac.za/bitstreams/5d443844-391f-4875-9f43-673ca0673f37/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5160543960","display_name":"Ruan van der Spoel","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"van der Spoel, Ruan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5160543960"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.29589998722076416,"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/T10320","display_name":"Neural Networks and Applications","score":0.29589998722076416,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.21660000085830688,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.07360000163316727,"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/ensemble-diversity","display_name":"ensemble diversity","score":0.5659999847412109},{"id":"https://openalex.org/keywords/implicit-neural-representations","display_name":"implicit neural representations","score":0.45100000500679016}],"concepts":[{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.5839999914169312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5126000046730042},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48399999737739563},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.3009999990463257},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.289000004529953},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2554999887943268},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.24469999969005585},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2410999983549118},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22139999270439148}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:repository.nwu.ac.za:10394/47179","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10394/47179","pdf_url":"https://repository.nwu.ac.za/bitstreams/5d443844-391f-4875-9f43-673ca0673f37/download","source":{"id":"https://openalex.org/S4306402268","display_name":"Boloka Institutional Repository (North-west University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I114027177","host_organization_name":"University of North Carolina at Chapel Hill","host_organization_lineage":["https://openalex.org/I114027177"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"}],"best_oa_location":{"id":"pmh:oai:repository.nwu.ac.za:10394/47179","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10394/47179","pdf_url":"https://repository.nwu.ac.za/bitstreams/5d443844-391f-4875-9f43-673ca0673f37/download","source":{"id":"https://openalex.org/S4306402268","display_name":"Boloka Institutional Repository (North-west University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I114027177","host_organization_name":"University of North Carolina at Chapel Hill","host_organization_lineage":["https://openalex.org/I114027177"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323194","display_name":"North-West University","ror":"https://ror.org/010f1sq29"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225207807.pdf","grobid_xml":"https://content.openalex.org/works/W7225207807.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1534477342","https://openalex.org/W1552624648","https://openalex.org/W1686810756","https://openalex.org/W1988790447","https://openalex.org/W2112796928","https://openalex.org/W2115629999","https://openalex.org/W2523060838","https://openalex.org/W2541674938","https://openalex.org/W2594475271","https://openalex.org/W2750384547","https://openalex.org/W2792287754","https://openalex.org/W2902986194","https://openalex.org/W2912934387","https://openalex.org/W2963518130","https://openalex.org/W2968601393","https://openalex.org/W2976023236","https://openalex.org/W2982353841","https://openalex.org/W2993584982","https://openalex.org/W2994081359","https://openalex.org/W2997462683","https://openalex.org/W3036697278","https://openalex.org/W3091402349","https://openalex.org/W3135563004","https://openalex.org/W3149839747","https://openalex.org/W4315706600","https://openalex.org/W4321012616","https://openalex.org/W7076000061"],"related_works":["https://openalex.org/W7128776756","https://openalex.org/W6908771597","https://openalex.org/W2902889725","https://openalex.org/W2801529844","https://openalex.org/W3153317043","https://openalex.org/W2751615789","https://openalex.org/W7225216344","https://openalex.org/W7133216075","https://openalex.org/W3005783455","https://openalex.org/W7225206637"],"abstract_inverted_index":{"Dissertation-(Master":[0],"of":[1],"Engineering":[2],"in":[3],"Computer":[4],"and":[5],"Electronic":[6],"Engineering)--North-West":[7],"University,":[8],"Potchefstroom":[9],"Campus,":[10],"2026":[11]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-11-04T00:00:00"}
