{"id":"https://openalex.org/W2040591309","doi":"https://doi.org/10.1007/s00138-009-0193-z","title":"A comparison of dimension reduction methods with application to multi-spectral images of sand used in concrete","display_name":"A comparison of dimension reduction methods with application to multi-spectral images of sand used in concrete","publication_year":2009,"publication_date":"2009-02-23","ids":{"openalex":"https://openalex.org/W2040591309","doi":"https://doi.org/10.1007/s00138-009-0193-z","mag":"2040591309"},"language":"en","primary_location":{"id":"doi:10.1007/s00138-009-0193-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00138-009-0193-z","pdf_url":null,"source":{"id":"https://openalex.org/S27728525","display_name":"Machine Vision and Applications","issn_l":"0932-8092","issn":["0932-8092","1432-1769"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Vision and Applications","raw_type":"journal-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/A5011062522","display_name":"Line Katrine Harder Clemmensen","orcid":"https://orcid.org/0000-0001-5527-5798"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Line H. Clemmensen","raw_affiliation_strings":["Informatics and Mathematical Modelling, Technical University of Denmark, Kgs. Lyngby, Denmark","Technical University of Denmark, Informatics and Mathematical Modelling, Kgs. Lyngby, Denmark#TAB#"],"affiliations":[{"raw_affiliation_string":"Informatics and Mathematical Modelling, Technical University of Denmark, Kgs. Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"Technical University of Denmark, Informatics and Mathematical Modelling, Kgs. Lyngby, Denmark#TAB#","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048607223","display_name":"Michael A. E. Hansen","orcid":"https://orcid.org/0000-0001-7879-2106"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Michael E. Hansen","raw_affiliation_strings":["Informatics and Mathematical Modelling, Technical University of Denmark, Kgs. Lyngby, Denmark","Technical University of Denmark, Informatics and Mathematical Modelling, Kgs. Lyngby, Denmark#TAB#"],"affiliations":[{"raw_affiliation_string":"Informatics and Mathematical Modelling, Technical University of Denmark, Kgs. Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"Technical University of Denmark, Informatics and Mathematical Modelling, Kgs. Lyngby, Denmark#TAB#","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059045166","display_name":"Bjarne Kj\u00e6r Ersb\u00f8ll","orcid":"https://orcid.org/0000-0003-1262-7890"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Bjarne K. Ersb\u00f8ll","raw_affiliation_strings":["Informatics and Mathematical Modelling, Technical University of Denmark, Kgs. Lyngby, Denmark","Technical University of Denmark, Informatics and Mathematical Modelling, Kgs. Lyngby, Denmark#TAB#"],"affiliations":[{"raw_affiliation_string":"Informatics and Mathematical Modelling, Technical University of Denmark, Kgs. Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"Technical University of Denmark, Informatics and Mathematical Modelling, Kgs. Lyngby, Denmark#TAB#","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011062522"],"corresponding_institution_ids":["https://openalex.org/I96673099"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":1.7208,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.82571912,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"21","issue":"6","first_page":"959","last_page":"968"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9782999753952026,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.6378552913665771},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.6096439957618713},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5545922517776489},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5517569780349731},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5322373509407043},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48970964550971985},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4767245352268219},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4745294153690338},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.46875572204589844},{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"Partial least squares regression","score":0.46011123061180115},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4593437612056732},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.43205636739730835},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.30426210165023804},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.12749934196472168},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.08506521582603455}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.6378552913665771},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.6096439957618713},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5545922517776489},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5517569780349731},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5322373509407043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48970964550971985},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4767245352268219},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4745294153690338},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.46875572204589844},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.46011123061180115},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4593437612056732},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.43205636739730835},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.30426210165023804},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.12749934196472168},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.08506521582603455},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00138-009-0193-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00138-009-0193-z","pdf_url":null,"source":{"id":"https://openalex.org/S27728525","display_name":"Machine Vision and Applications","issn_l":"0932-8092","issn":["0932-8092","1432-1769"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Vision and Applications","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/fa585318-4e79-4aa6-88a9-349cb655c6b5","is_oa":false,"landing_page_url":"https://orbit.dtu.dk/en/publications/fa585318-4e79-4aa6-88a9-349cb655c6b5","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Clemmensen , L K H , Hansen , M E & Ersb\u00f8ll , B K 2010 , ' A comparison of dimension reduction methods with application to multi-spectral images of sand used in concrete ' , Machine Vision & Applications , vol. 21 , no. 6 , pp. 959-968 . https://doi.org/10.1007/s00138-009-0193-z","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1563959813","https://openalex.org/W1993895874","https://openalex.org/W2001179019","https://openalex.org/W2014725748","https://openalex.org/W2047028564","https://openalex.org/W2050191665","https://openalex.org/W2063978378","https://openalex.org/W2065847076","https://openalex.org/W2084649778","https://openalex.org/W2090226684","https://openalex.org/W2104302505","https://openalex.org/W2112328181","https://openalex.org/W2122825543","https://openalex.org/W2131853730","https://openalex.org/W2133671386","https://openalex.org/W2135046866","https://openalex.org/W2148694408","https://openalex.org/W2149529022","https://openalex.org/W2214799917","https://openalex.org/W2266928097","https://openalex.org/W2795739367","https://openalex.org/W2799061466","https://openalex.org/W2904250082","https://openalex.org/W3023540311","https://openalex.org/W4205687621","https://openalex.org/W4234698323","https://openalex.org/W4251404331","https://openalex.org/W4292023222","https://openalex.org/W4292890447"],"related_works":["https://openalex.org/W2579148721","https://openalex.org/W4387893611","https://openalex.org/W2347335694","https://openalex.org/W2091056927","https://openalex.org/W2067407580","https://openalex.org/W4317486777","https://openalex.org/W4389669152","https://openalex.org/W2038514069","https://openalex.org/W1967233468","https://openalex.org/W2009181529"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}