{"id":"https://openalex.org/W4378761578","doi":"https://doi.org/10.1007/978-3-031-34111-3_14","title":"Predicting Colour Reflectance with Gradient Boosting and Deep Learning","display_name":"Predicting Colour Reflectance with Gradient Boosting and Deep Learning","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4378761578","doi":"https://doi.org/10.1007/978-3-031-34111-3_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-34111-3_14","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-34111-3_14","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-34111-3_14.pdf","source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-34111-3_14.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039285170","display_name":"Asei Akanuma","orcid":null},"institutions":[{"id":"https://openalex.org/I55521800","display_name":"Goldsmiths University of London","ror":"https://ror.org/01khx4a30","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I55521800"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Asei Akanuma","raw_affiliation_strings":["Data Science and Soft Computing Lab, London, UK","Department of Computing, Goldsmiths College, University of London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science and Soft Computing Lab, London, UK","institution_ids":[]},{"raw_affiliation_string":"Department of Computing, Goldsmiths College, University of London, London, UK","institution_ids":["https://openalex.org/I55521800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069649514","display_name":"Daniel Stamate","orcid":"https://orcid.org/0000-0001-8565-6890"},"institutions":[{"id":"https://openalex.org/I55521800","display_name":"Goldsmiths University of London","ror":"https://ror.org/01khx4a30","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I55521800"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Daniel Stamate","raw_affiliation_strings":["Data Science and Soft Computing Lab, London, UK","Department of Computing, Goldsmiths College, University of London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science and Soft Computing Lab, London, UK","institution_ids":[]},{"raw_affiliation_string":"Department of Computing, Goldsmiths College, University of London, London, UK","institution_ids":["https://openalex.org/I55521800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020811661","display_name":"J. M. Bishop","orcid":"https://orcid.org/0000-0003-0749-7737"},"institutions":[{"id":"https://openalex.org/I55521800","display_name":"Goldsmiths University of London","ror":"https://ror.org/01khx4a30","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I55521800"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J. Mark Bishop","raw_affiliation_strings":["Department of Computing, Goldsmiths College, University of London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Goldsmiths College, University of London, London, UK","institution_ids":["https://openalex.org/I55521800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5069649514"],"corresponding_institution_ids":["https://openalex.org/I55521800"],"apc_list":null,"apc_paid":null,"fwci":5.2645,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.94527363,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"149","last_page":"160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9797000288963318,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9639999866485596,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.799765944480896},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.7676465511322021},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6756950616836548},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6380037665367126},{"id":"https://openalex.org/keywords/reflectivity","display_name":"Reflectivity","score":0.6037105321884155},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5665125250816345},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5298298001289368},{"id":"https://openalex.org/keywords/mean-squared-prediction-error","display_name":"Mean squared prediction error","score":0.48045605421066284},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.4562162458896637},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.45490819215774536},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3352692723274231},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23621603846549988},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.22029593586921692},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16630008816719055},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.12964066863059998},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.07981637120246887}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.799765944480896},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.7676465511322021},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6756950616836548},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6380037665367126},{"id":"https://openalex.org/C108597893","wikidata":"https://www.wikidata.org/wiki/Q663650","display_name":"Reflectivity","level":2,"score":0.6037105321884155},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5665125250816345},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5298298001289368},{"id":"https://openalex.org/C167085575","wikidata":"https://www.wikidata.org/wiki/Q6803654","display_name":"Mean squared prediction error","level":2,"score":0.48045605421066284},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.4562162458896637},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.45490819215774536},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3352692723274231},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23621603846549988},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.22029593586921692},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16630008816719055},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.12964066863059998},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.07981637120246887},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-34111-3_14","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-34111-3_14","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-34111-3_14.pdf","source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-05449816v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-05449816","pdf_url":"https://inria.hal.science/hal-05449816v1/file/544565_1_En_14_Chapter.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"19th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Jun 2023, Le\u00f3n, Spain. pp.149-160, &#x27E8;10.1007/978-3-031-34111-3_14&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:eprints.gold.ac.uk:35868","is_oa":true,"landing_page_url":"https://research.gold.ac.uk/id/eprint/35868/1/AIAI23.camera_paper140.pdf","pdf_url":"https://research.gold.ac.uk/id/eprint/35868/1/AIAI23.camera_paper140.pdf","source":{"id":"https://openalex.org/S4306400496","display_name":"Goldsmiths (University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Accepted Version","raw_type":"Conference or Workshop Item"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-34111-3_14","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-34111-3_14","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-34111-3_14.pdf","source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.6899999976158142,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4378761578.pdf","grobid_xml":"https://content.openalex.org/works/W4378761578.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W2006957676","https://openalex.org/W2013447939","https://openalex.org/W2042672194","https://openalex.org/W2057365167","https://openalex.org/W2122825543","https://openalex.org/W2154982744","https://openalex.org/W2277651518","https://openalex.org/W2295598076","https://openalex.org/W2302255633","https://openalex.org/W2337555829","https://openalex.org/W2345645777","https://openalex.org/W2471430488","https://openalex.org/W2475334473","https://openalex.org/W2808048911","https://openalex.org/W2999632309","https://openalex.org/W3106733368","https://openalex.org/W3119036680","https://openalex.org/W3122837689","https://openalex.org/W4294967837","https://openalex.org/W4383272494"],"related_works":["https://openalex.org/W2967733078","https://openalex.org/W3204430031","https://openalex.org/W3137904399","https://openalex.org/W4310492845","https://openalex.org/W2885778889","https://openalex.org/W2766514146","https://openalex.org/W2885516856","https://openalex.org/W4289703016","https://openalex.org/W3094138326","https://openalex.org/W4310224730"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
