{"id":"https://openalex.org/W2153925518","doi":"https://doi.org/10.1109/cca.2011.6044489","title":"Hierarchical local model trees for design of experiments in the framework of ultrasonic structural health monitoring","display_name":"Hierarchical local model trees for design of experiments in the framework of ultrasonic structural health monitoring","publication_year":2011,"publication_date":"2011-09-01","ids":{"openalex":"https://openalex.org/W2153925518","doi":"https://doi.org/10.1109/cca.2011.6044489","mag":"2153925518"},"language":"en","primary_location":{"id":"doi:10.1109/cca.2011.6044489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cca.2011.6044489","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Control Applications (CCA)","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/A5039938658","display_name":"Benjamin Hartmann","orcid":null},"institutions":[{"id":"https://openalex.org/I206895457","display_name":"University of Siegen","ror":"https://ror.org/02azyry73","country_code":"DE","type":"education","lineage":["https://openalex.org/I206895457"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Benjamin Hartmann","raw_affiliation_strings":["Automatic Control, Mechatronics, Department of Mechanical Engineering, University of Siegen, Siegen, Germany"],"affiliations":[{"raw_affiliation_string":"Automatic Control, Mechatronics, Department of Mechanical Engineering, University of Siegen, Siegen, Germany","institution_ids":["https://openalex.org/I206895457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008871645","display_name":"Jochen Moll","orcid":"https://orcid.org/0000-0003-2299-2250"},"institutions":[{"id":"https://openalex.org/I206895457","display_name":"University of Siegen","ror":"https://ror.org/02azyry73","country_code":"DE","type":"education","lineage":["https://openalex.org/I206895457"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jochen Moll","raw_affiliation_strings":["Automatic Control, Mechatronics, Department of Mechanical Engineering, University of Siegen, Siegen, Germany"],"affiliations":[{"raw_affiliation_string":"Automatic Control, Mechatronics, Department of Mechanical Engineering, University of Siegen, Siegen, Germany","institution_ids":["https://openalex.org/I206895457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068190061","display_name":"Oliver Nelles","orcid":"https://orcid.org/0000-0002-9471-8106"},"institutions":[{"id":"https://openalex.org/I206895457","display_name":"University of Siegen","ror":"https://ror.org/02azyry73","country_code":"DE","type":"education","lineage":["https://openalex.org/I206895457"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oliver Nelles","raw_affiliation_strings":["Automatic Control, Mechatronics, Department of Mechanical Engineering, University of Siegen, Siegen, Germany"],"affiliations":[{"raw_affiliation_string":"Automatic Control, Mechatronics, Department of Mechanical Engineering, University of Siegen, Siegen, Germany","institution_ids":["https://openalex.org/I206895457"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025147746","display_name":"Claus\u2010Peter Fritzen","orcid":"https://orcid.org/0000-0002-3886-1768"},"institutions":[{"id":"https://openalex.org/I206895457","display_name":"University of Siegen","ror":"https://ror.org/02azyry73","country_code":"DE","type":"education","lineage":["https://openalex.org/I206895457"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Claus-Peter Fritzen","raw_affiliation_strings":["Automatic Control, Mechatronics, Department of Mechanical Engineering, University of Siegen, Siegen, Germany"],"affiliations":[{"raw_affiliation_string":"Automatic Control, Mechatronics, Department of Mechanical Engineering, University of Siegen, Siegen, Germany","institution_ids":["https://openalex.org/I206895457"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039938658"],"corresponding_institution_ids":["https://openalex.org/I206895457"],"apc_list":null,"apc_paid":null,"fwci":3.0283,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.91078815,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"27","issue":null,"first_page":"1163","last_page":"1170"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9994000196456909,"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/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.9986000061035156,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/computer-science","display_name":"Computer science","score":0.6867601871490479},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.653395414352417},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.6199270486831665},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.6114218235015869},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5919236540794373},{"id":"https://openalex.org/keywords/structural-health-monitoring","display_name":"Structural health monitoring","score":0.5838240385055542},{"id":"https://openalex.org/keywords/isotropy","display_name":"Isotropy","score":0.5423558354377747},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4851852059364319},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4787035286426544},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.417972207069397},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3542766571044922},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.19025918841362},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1704130470752716},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11739948391914368}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6867601871490479},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.653395414352417},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.6199270486831665},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.6114218235015869},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5919236540794373},{"id":"https://openalex.org/C2776247918","wikidata":"https://www.wikidata.org/wiki/Q1423713","display_name":"Structural health monitoring","level":2,"score":0.5838240385055542},{"id":"https://openalex.org/C184050105","wikidata":"https://www.wikidata.org/wiki/Q273163","display_name":"Isotropy","level":2,"score":0.5423558354377747},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4851852059364319},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4787035286426544},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.417972207069397},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3542766571044922},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.19025918841362},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1704130470752716},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11739948391914368},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cca.2011.6044489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cca.2011.6044489","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Control Applications (CCA)","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":39,"referenced_works":["https://openalex.org/W32300811","https://openalex.org/W70079493","https://openalex.org/W1561836280","https://openalex.org/W1566996018","https://openalex.org/W1617916396","https://openalex.org/W1969030052","https://openalex.org/W1974650404","https://openalex.org/W1984749989","https://openalex.org/W1988637231","https://openalex.org/W1991651582","https://openalex.org/W1999392461","https://openalex.org/W2003381716","https://openalex.org/W2017001763","https://openalex.org/W2033178100","https://openalex.org/W2047964226","https://openalex.org/W2048016251","https://openalex.org/W2049069215","https://openalex.org/W2049515728","https://openalex.org/W2059708627","https://openalex.org/W2088713509","https://openalex.org/W2094622364","https://openalex.org/W2111288998","https://openalex.org/W2125875788","https://openalex.org/W2132560759","https://openalex.org/W2150568880","https://openalex.org/W2151582349","https://openalex.org/W2155599143","https://openalex.org/W2166399999","https://openalex.org/W2271358270","https://openalex.org/W2314774472","https://openalex.org/W2478741703","https://openalex.org/W2506626827","https://openalex.org/W2543918136","https://openalex.org/W4238586295","https://openalex.org/W6633683528","https://openalex.org/W6651442940","https://openalex.org/W6676608066","https://openalex.org/W6682498173","https://openalex.org/W6683017318"],"related_works":["https://openalex.org/W2006251942","https://openalex.org/W2364741597","https://openalex.org/W1492103595","https://openalex.org/W1864774435","https://openalex.org/W946352265","https://openalex.org/W2794789911","https://openalex.org/W3020787026","https://openalex.org/W2334479858","https://openalex.org/W2799209613","https://openalex.org/W4298134547"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"an":[5,79,103],"effective":[6],"and":[7,29,129],"time-saving":[8],"algorithm":[9,98],"for":[10,99],"model-based":[11],"design":[12,91],"of":[13,18,52,69,72,95],"experiments":[14],"in":[15,33,78,102,114],"the":[16,58,70,73,85,89,96,120],"framework":[17],"a":[19,40,45,67,117],"structural":[20,31],"health":[21],"monitoring":[22],"system.":[23],"The":[24,36,49,93],"goal":[25],"is":[26,55,111],"to":[27,116],"identify":[28],"locate":[30],"defects":[32],"plate-like":[34],"geometries.":[35],"new":[37],"idea":[38],"combines":[39],"pseudo-random":[41],"Monte-Carlo":[42],"sampling":[43],"with":[44,126],"local":[46],"model":[47],"network.":[48],"global":[50],"distribution":[51],"data":[53],"points":[54],"based":[56],"on":[57],"input":[59],"space":[60],"partitioning":[61],"which":[62],"can":[63,123],"be":[64,124],"seen":[65],"as":[66],"mapping":[68],"non-linearities":[71],"underlying":[74],"process.":[75],"This":[76],"results":[77],"active":[80],"learning":[81],"strategy":[82],"that":[83,113],"incorporates":[84],"process":[86],"behavior":[87],"into":[88],"experimental":[90],"strategy.":[92],"application":[94],"proposed":[97],"ultrasonic":[100],"imaging":[101],"isotropic":[104],"non-convex":[105],"structure":[106],"shows":[107],"great":[108],"potential.":[109],"It":[110],"shown":[112],"contrast":[115],"grid-based":[118],"approach":[119],"spatial":[121],"discretization":[122],"optimized":[125],"high":[127],"accuracy":[128],"adaptivity.":[130]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
