{"id":"https://openalex.org/W1488383715","doi":"https://doi.org/10.1109/i2mtc.2015.7151380","title":"Selection of significant independent components in eddy current pulsed thermography non-destructive testing","display_name":"Selection of significant independent components in eddy current pulsed thermography non-destructive testing","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W1488383715","doi":"https://doi.org/10.1109/i2mtc.2015.7151380","mag":"1488383715"},"language":"en","primary_location":{"id":"doi:10.1109/i2mtc.2015.7151380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc.2015.7151380","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings","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/A5101524850","display_name":"Peipei Zhu","orcid":"https://orcid.org/0000-0002-9907-2893"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peipei Zhu","raw_affiliation_strings":["School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu, China","School of Automation Engineering University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Automation Engineering University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063242124","display_name":"Libing Bai","orcid":"https://orcid.org/0000-0001-8906-0576"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Libing Bai","raw_affiliation_strings":["School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu, China","School of Automation Engineering University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Automation Engineering University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017416584","display_name":"Yuhua Cheng","orcid":"https://orcid.org/0000-0002-5580-2006"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhua Cheng","raw_affiliation_strings":["School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu, China","School of Automation Engineering University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Automation Engineering University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000057250","display_name":"Chun Yin","orcid":"https://orcid.org/0000-0002-2852-6982"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chun Yin","raw_affiliation_strings":["School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu, China","School of Automation Engineering University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Automation Engineering University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101524850"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":1.0422,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.75216474,"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":"853","last_page":"857"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9954000115394592,"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/thermography","display_name":"Thermography","score":0.5872107148170471},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.5124030709266663},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5017316341400146},{"id":"https://openalex.org/keywords/current","display_name":"Current (fluid)","score":0.4678764045238495},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4568139314651489},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4526398777961731},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.44064271450042725},{"id":"https://openalex.org/keywords/eddy-current","display_name":"Eddy current","score":0.4406251013278961},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.42781734466552734},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.414958119392395},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4033247232437134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34850090742111206},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25041013956069946},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15470632910728455},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.14473503828048706},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.07885655760765076}],"concepts":[{"id":"https://openalex.org/C2779222261","wikidata":"https://www.wikidata.org/wiki/Q624587","display_name":"Thermography","level":3,"score":0.5872107148170471},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.5124030709266663},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5017316341400146},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.4678764045238495},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4568139314651489},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4526398777961731},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.44064271450042725},{"id":"https://openalex.org/C131357438","wikidata":"https://www.wikidata.org/wiki/Q208598","display_name":"Eddy current","level":2,"score":0.4406251013278961},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.42781734466552734},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.414958119392395},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4033247232437134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34850090742111206},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25041013956069946},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15470632910728455},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.14473503828048706},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.07885655760765076},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/i2mtc.2015.7151380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc.2015.7151380","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings","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":20,"referenced_works":["https://openalex.org/W1490155557","https://openalex.org/W1975753664","https://openalex.org/W1977523676","https://openalex.org/W1995052565","https://openalex.org/W1995700414","https://openalex.org/W1998792525","https://openalex.org/W2020938579","https://openalex.org/W2035425333","https://openalex.org/W2054949701","https://openalex.org/W2062110473","https://openalex.org/W2062625738","https://openalex.org/W2077166865","https://openalex.org/W2091675212","https://openalex.org/W2097900616","https://openalex.org/W2106305616","https://openalex.org/W2108279454","https://openalex.org/W2113890143","https://openalex.org/W2122540156","https://openalex.org/W2154437080","https://openalex.org/W2508443100"],"related_works":["https://openalex.org/W2620662450","https://openalex.org/W2069527050","https://openalex.org/W174278852","https://openalex.org/W2368607384","https://openalex.org/W2016009248","https://openalex.org/W2008280940","https://openalex.org/W1553428650","https://openalex.org/W2391588106","https://openalex.org/W2535232420","https://openalex.org/W2084261063"],"abstract_inverted_index":{"Eddy":[0],"current":[1],"pulsed":[2],"thermography":[3],"(ECPT)":[4],"is":[5,33,53],"one":[6],"of":[7,15,96],"the":[8,13,46,50,63,73,85,94,97],"most":[9],"potential":[10],"techniques":[11],"in":[12,40,49,68,100],"area":[14],"non-destructive":[16,41],"testing.":[17,42],"In":[18],"this":[19],"paper,":[20],"an":[21],"independent":[22],"components":[23],"(ICs)":[24],"adjustment":[25,86],"approach":[26,87],"based":[27],"on":[28],"Independent":[29],"Component":[30],"Analysis":[31],"(ICA)":[32],"proposed":[34,98],"to":[35,44,61,70,83],"apply":[36],"for":[37,88],"ECPT":[38],"analysis":[39],"How":[43],"recognize":[45],"significant":[47,66],"ICs":[48,91],"mixing":[51],"model":[52],"analyzed":[54],"and":[55,65,92],"discussed.":[56],"This":[57],"method":[58,99],"can":[59,80],"help":[60],"select":[62],"important":[64,90],"ICs,":[67],"order":[69],"ensure":[71],"construct":[72],"low-dimensional":[74],"sub-feature":[75],"space.":[76],"The":[77],"experimental":[78],"result":[79],"be":[81],"utilized":[82],"validate":[84],"choosing":[89],"demonstrate":[93],"effectiveness":[95],"ECPT.":[101]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
