{"id":"https://openalex.org/W4412963125","doi":"https://doi.org/10.1109/i2mtc62753.2025.11079030","title":"A New Index for Hyperparameters Selection in ERT Reconstruction Algorithms","display_name":"A New Index for Hyperparameters Selection in ERT Reconstruction Algorithms","publication_year":2025,"publication_date":"2025-05-19","ids":{"openalex":"https://openalex.org/W4412963125","doi":"https://doi.org/10.1109/i2mtc62753.2025.11079030"},"language":"en","primary_location":{"id":"doi:10.1109/i2mtc62753.2025.11079030","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc62753.2025.11079030","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","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/A5071869434","display_name":"Fanpeng Dong","orcid":"https://orcid.org/0000-0002-0903-0500"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fanpeng Dong","raw_affiliation_strings":["Tianjin University,School of Electrical and Information Engineering,China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,School of Electrical and Information Engineering,China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018962276","display_name":"Shihong Yue","orcid":"https://orcid.org/0000-0003-3473-2704"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shihong Yue","raw_affiliation_strings":["Tianjin University,School of Electrical and Information Engineering,China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,School of Electrical and Information Engineering,China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101567640","display_name":"Yuwei Zhao","orcid":"https://orcid.org/0009-0003-5147-8928"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuwei Zhao","raw_affiliation_strings":["Tianjin University,School of Electrical and Information Engineering,China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,School of Electrical and Information Engineering,China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071869434"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22379899,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11778","display_name":"Electrical and Bioimpedance Tomography","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T11778","display_name":"Electrical and Bioimpedance Tomography","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10876","display_name":"Fault Detection and Control Systems","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9922000169754028,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.8028539419174194},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6683574914932251},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6232861876487732},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5811682343482971},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.5268793702125549},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4049017131328583}],"concepts":[{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.8028539419174194},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6683574914932251},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6232861876487732},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5811682343482971},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.5268793702125549},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4049017131328583},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/i2mtc62753.2025.11079030","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc62753.2025.11079030","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1517670975","https://openalex.org/W1519837037","https://openalex.org/W1603753160","https://openalex.org/W1971569240","https://openalex.org/W1979724394","https://openalex.org/W1981780459","https://openalex.org/W2118507860","https://openalex.org/W2128744915","https://openalex.org/W2149516019","https://openalex.org/W2345901332","https://openalex.org/W2560757865","https://openalex.org/W2616678780","https://openalex.org/W2804612897","https://openalex.org/W2909146010","https://openalex.org/W2910112947","https://openalex.org/W2972800549","https://openalex.org/W3010832069","https://openalex.org/W3096908491","https://openalex.org/W3193624640","https://openalex.org/W4230523054","https://openalex.org/W4293411480","https://openalex.org/W4315928975","https://openalex.org/W4385575054","https://openalex.org/W4388892198","https://openalex.org/W4390607786","https://openalex.org/W4400485533","https://openalex.org/W4405010324"],"related_works":["https://openalex.org/W4390421286","https://openalex.org/W4280563792","https://openalex.org/W2140186469","https://openalex.org/W4389724018","https://openalex.org/W4318719684","https://openalex.org/W2775233965","https://openalex.org/W4318559728","https://openalex.org/W4360995913","https://openalex.org/W4312193868","https://openalex.org/W4308165509"],"abstract_inverted_index":{"As":[0],"an":[1],"advanced":[2],"visualization":[3],"method,":[4],"Electrical":[5],"Resistance":[6],"Tomography":[7],"(ERT)":[8],"reconstruction":[9,18,33,64,86,102,127],"algorithms":[10,19,65,103],"have":[11],"increasingly":[12],"been":[13],"focused":[14],"on.":[15],"High-quality":[16],"ERT":[17,63,126],"generally":[20],"involve":[21],"hyperparameters,":[22],"and":[23,88,96,112],"selecting":[24,38,60],"the":[25,39,48,82,85,89,106,125],"optimal":[26,40],"ones":[27],"is":[28,42,66,72,109],"vital":[29],"for":[30,59,122],"achieving":[31],"high":[32],"quality.":[34,128],"However,":[35],"in":[36,62],"practice,":[37],"hyperparameters":[41,61],"a":[43,55,75,119],"challenging":[44],"thing":[45],"due":[46],"to":[47],"unknown":[49,90],"ground":[50,91],"truth.":[51,92],"In":[52],"this":[53],"paper,":[54],"new":[56,70],"evaluation":[57],"index":[58,71,108],"creatively":[67],"proposed.":[68],"The":[69,115],"based":[73],"on":[74],"nonlinear":[76],"physical":[77],"equation":[78],"which":[79],"can":[80],"measure":[81],"difference":[83],"between":[84],"results":[87],"Results":[93],"from":[94],"simulation":[95],"static":[97],"experiments":[98],"using":[99],"two":[100],"representative":[101],"demonstrate":[104],"that":[105],"proposed":[107,116],"both":[110],"valid":[111],"more":[113],"precise.":[114],"method":[117],"provides":[118],"theoretical":[120],"basis":[121],"further":[123],"improving":[124]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
