{"id":"https://openalex.org/W2594127091","doi":"https://doi.org/10.3390/e19030103","title":"Analysis of the Temporal Structure Evolution of Physical Systems with the Self-Organising Tree Algorithm (SOTA): Application for Validating Neural Network Systems on Adaptive Optics Data before On-Sky Implementation","display_name":"Analysis of the Temporal Structure Evolution of Physical Systems with the Self-Organising Tree Algorithm (SOTA): Application for Validating Neural Network Systems on Adaptive Optics Data before On-Sky Implementation","publication_year":2017,"publication_date":"2017-03-07","ids":{"openalex":"https://openalex.org/W2594127091","doi":"https://doi.org/10.3390/e19030103","mag":"2594127091"},"language":"en","primary_location":{"id":"doi:10.3390/e19030103","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e19030103","pdf_url":"https://www.mdpi.com/1099-4300/19/3/103/pdf?version=1488967196","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/19/3/103/pdf?version=1488967196","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108015285","display_name":"Sergio G\u00f3mez","orcid":"https://orcid.org/0000-0001-5260-4381"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sergio Su\u00e1rez G\u00f3mez","raw_affiliation_strings":["Departamento de Explotaci\u00f3n y Prospecci\u00f3n de Minas, University of Oviedo, Independencia 13, 33004 Oviedo, Spain"],"raw_orcid":"https://orcid.org/0000-0001-5260-4381","affiliations":[{"raw_affiliation_string":"Departamento de Explotaci\u00f3n y Prospecci\u00f3n de Minas, University of Oviedo, Independencia 13, 33004 Oviedo, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067929455","display_name":"Joana Santos","orcid":"https://orcid.org/0000-0003-2038-4606"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jes\u00fas Santos Rodr\u00edguez","raw_affiliation_strings":["Departamento de F\u00edsica, Universidad de Oviedo, Calvo Sotelo s/n, 33007 Oviedo, Spain"],"raw_orcid":"https://orcid.org/0000-0003-2038-4606","affiliations":[{"raw_affiliation_string":"Departamento de F\u00edsica, Universidad de Oviedo, Calvo Sotelo s/n, 33007 Oviedo, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082717093","display_name":"Francisco Javier Iglesias Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-9345-5113"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Iglesias Rodr\u00edguez","raw_affiliation_strings":["Departamento de Administraci\u00f3n de Empresas, Universidad de Oviedo, Avenida de El Cristo s/n, 33071 Oviedo, Spain"],"raw_orcid":"https://orcid.org/0000-0002-9345-5113","affiliations":[{"raw_affiliation_string":"Departamento de Administraci\u00f3n de Empresas, Universidad de Oviedo, Avenida de El Cristo s/n, 33071 Oviedo, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069005390","display_name":"Francisco De Cos Juez","orcid":null},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco De Cos Juez","raw_affiliation_strings":["Departamento de Explotaci\u00f3n y Prospecci\u00f3n de Minas, University of Oviedo, Independencia 13, 33004 Oviedo, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Explotaci\u00f3n y Prospecci\u00f3n de Minas, University of Oviedo, Independencia 13, 33004 Oviedo, Spain","institution_ids":["https://openalex.org/I165339363"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5067929455"],"corresponding_institution_ids":["https://openalex.org/I165339363"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":3.0933,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.90945021,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"19","issue":"3","first_page":"103","last_page":"103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9664000272750854,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9664000272750854,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9592000246047974,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9585000276565552,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7061488628387451},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6984967589378357},{"id":"https://openalex.org/keywords/adaptive-optics","display_name":"Adaptive optics","score":0.5792144536972046},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5677177906036377},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.5368052124977112},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5357678532600403},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5279233455657959},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4870505630970001},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3725569248199463},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13289299607276917}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7061488628387451},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6984967589378357},{"id":"https://openalex.org/C132771110","wikidata":"https://www.wikidata.org/wiki/Q506922","display_name":"Adaptive optics","level":2,"score":0.5792144536972046},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5677177906036377},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.5368052124977112},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5357678532600403},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5279233455657959},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4870505630970001},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3725569248199463},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13289299607276917},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/e19030103","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e19030103","pdf_url":"https://www.mdpi.com/1099-4300/19/3/103/pdf?version=1488967196","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmh:oai:digibuo.uniovi.es:10651/43438","is_oa":true,"landing_page_url":"http://hdl.handle.net/10651/43438","pdf_url":null,"source":{"id":"https://openalex.org/S4306402334","display_name":"Consultation of the Doctoral Thesis Database (TESEO) (Ministerio de Educaci\u00f3n, Cultura y Deporte)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801976130","host_organization_name":"Ministerio de Educaci\u00f3n Cultura y Deporte","host_organization_lineage":["https://openalex.org/I2801976130"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WOS:000400578900018","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:b640b04983624eb385bff839c9b297be","is_oa":true,"landing_page_url":"https://doaj.org/article/b640b04983624eb385bff839c9b297be","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 19, Iss 3, p 103 (2017)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/19/3/103/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e19030103","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Entropy; Volume 19; Issue 3; Pages: 103","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e19030103","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e19030103","pdf_url":"https://www.mdpi.com/1099-4300/19/3/103/pdf?version=1488967196","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G263001279","display_name":null,"funder_award_id":"FC-15-GRUPIN14-017","funder_id":"https://openalex.org/F4320313141","funder_display_name":"Gobierno del Principado de Asturias"},{"id":"https://openalex.org/G4076047877","display_name":null,"funder_award_id":"AYA2014-57648-P","funder_id":"https://openalex.org/F4320313141","funder_display_name":"Gobierno del Principado de Asturias"}],"funders":[{"id":"https://openalex.org/F4320313141","display_name":"Gobierno del Principado de Asturias","ror":"https://ror.org/05mj4yh71"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2594127091.pdf","grobid_xml":"https://content.openalex.org/works/W2594127091.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W16778202","https://openalex.org/W1498436455","https://openalex.org/W1861505052","https://openalex.org/W1974099531","https://openalex.org/W1977177161","https://openalex.org/W1979233714","https://openalex.org/W1990402077","https://openalex.org/W1990517717","https://openalex.org/W2004984938","https://openalex.org/W2010150441","https://openalex.org/W2012255354","https://openalex.org/W2025997226","https://openalex.org/W2029064186","https://openalex.org/W2036702275","https://openalex.org/W2039780321","https://openalex.org/W2040613244","https://openalex.org/W2049654793","https://openalex.org/W2069044909","https://openalex.org/W2074173695","https://openalex.org/W2085129489","https://openalex.org/W2088531552","https://openalex.org/W2097747115","https://openalex.org/W2108582230","https://openalex.org/W2135945534","https://openalex.org/W2137540340","https://openalex.org/W2137983211","https://openalex.org/W2163605009","https://openalex.org/W2179534833","https://openalex.org/W2306100611","https://openalex.org/W6667343210"],"related_works":["https://openalex.org/W2772453863","https://openalex.org/W2044547887","https://openalex.org/W2080614609","https://openalex.org/W2049040703","https://openalex.org/W4238607825","https://openalex.org/W4288076151","https://openalex.org/W2053375565","https://openalex.org/W3083634243","https://openalex.org/W3089669291","https://openalex.org/W1815970134"],"abstract_inverted_index":{"Adaptive":[0],"optics":[1],"reconstructors":[2,21],"are":[3],"needed":[4],"to":[5,51,74,99,104],"remove":[6],"the":[7,53,64,68,76],"effects":[8],"of":[9,15,20,34,58,78],"atmospheric":[10],"distortion":[11],"in":[12,30,44,82,95,97,107,124],"optical":[13],"systems":[14,119],"large":[16],"telescopes.":[17],"The":[18],"use":[19],"based":[22,43,81],"on":[23],"neural":[24],"networks":[25],"has":[26],"been":[27],"proved":[28],"successful":[29],"recent":[31],"times.":[32],"Some":[33],"their":[35],"properties":[36],"require":[37],"a":[38,79],"specific":[39],"characterization.":[40],"A":[41],"procedure,":[42],"time":[45],"series":[46],"clustering":[47],"algorithms,":[48],"is":[49,72,93],"presented":[50],"characterize":[52],"relationship":[54],"between":[55],"temporal":[56],"structure":[57],"inputs":[59],"and":[60],"outputs,":[61],"through":[62],"analyzing":[63],"data":[65],"provided":[66],"by":[67],"system.":[69],"This":[70],"procedure":[71,112],"used":[73],"compare":[75],"performance":[77],"reconstructor":[80],"Artificial":[83],"Neural":[84],"Networks,":[85],"with":[86,116],"one":[87],"that":[88,120],"shows":[89],"promising":[90],"results,":[91],"but":[92],"still":[94],"development,":[96],"order":[98],"corroborate":[100],"its":[101,105],"suitability":[102],"previously":[103],"implementation":[106],"real":[108],"applications.":[109],"Also,":[110],"this":[111],"could":[113],"be":[114],"applied":[115],"other":[117],"physical":[118],"also":[121],"have":[122],"evolution":[123],"time.":[125]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2017-03-16T00:00:00"}
