{"id":"https://openalex.org/W2728163276","doi":"https://doi.org/10.1109/siu.2017.7960159","title":"A comparative noise robustness study of tree representations for attribute profile construction","display_name":"A comparative noise robustness study of tree representations for attribute profile construction","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2728163276","doi":"https://doi.org/10.1109/siu.2017.7960159","mag":"2728163276"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2017.7960159","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2017.7960159","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th Signal Processing and Communications Applications Conference (SIU)","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/A5055970931","display_name":"Ssafak Guner Koc","orcid":null},"institutions":[{"id":"https://openalex.org/I96268669","display_name":"Okan University","ror":"https://ror.org/054d5vq03","country_code":"TR","type":"education","lineage":["https://openalex.org/I96268669"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ssafak Guner Koc","raw_affiliation_strings":["Mekatronik M\u00fch. B\u00f6l, Okan \u00dcniversitesi, \u0130stanbul, T\u00fcrkiye"],"affiliations":[{"raw_affiliation_string":"Mekatronik M\u00fch. B\u00f6l, Okan \u00dcniversitesi, \u0130stanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I96268669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026370111","display_name":"Erchan Aptoula","orcid":"https://orcid.org/0000-0001-6168-2883"},"institutions":[{"id":"https://openalex.org/I109297418","display_name":"Gebze Technical University","ror":"https://ror.org/01sdnnq10","country_code":"TR","type":"education","lineage":["https://openalex.org/I109297418"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Erchan Aptoula","raw_affiliation_strings":["Gebze Teknik \u00dcniversitesi, Bili\u015fim Teknolojileri Enstit\u00fcs\u00fc, Kocaeli, T\u00fcrkiye"],"affiliations":[{"raw_affiliation_string":"Gebze Teknik \u00dcniversitesi, Bili\u015fim Teknolojileri Enstit\u00fcs\u00fc, Kocaeli, T\u00fcrkiye","institution_ids":["https://openalex.org/I109297418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066673451","display_name":"Petra Bosilj","orcid":"https://orcid.org/0000-0001-9640-9828"},"institutions":[{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Petra Bosilj","raw_affiliation_strings":["Collge of Science, University of Lincoln, Lincoln, Birle\u015fik Krall\u0131k"],"affiliations":[{"raw_affiliation_string":"Collge of Science, University of Lincoln, Lincoln, Birle\u015fik Krall\u0131k","institution_ids":["https://openalex.org/I51532219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020394666","display_name":"Bharath Bhushan Damodaran","orcid":"https://orcid.org/0000-0002-4466-017X"},"institutions":[{"id":"https://openalex.org/I2802204017","display_name":"Universit\u00e9 de Bretagne Sud","ror":"https://ror.org/04ed7fw48","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802204017"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bharath Bhushan Damodaran","raw_affiliation_strings":["IRISA, Universite Bretagne Sud, Vannes, Fransa"],"affiliations":[{"raw_affiliation_string":"IRISA, Universite Bretagne Sud, Vannes, Fransa","institution_ids":["https://openalex.org/I2802204017","https://openalex.org/I2802519937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050760333","display_name":"Mauro Dalla Mura","orcid":"https://orcid.org/0000-0002-9656-9087"},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mauro Dalla Mura","raw_affiliation_strings":["Grenoble INP, Department Image and Signal, Grenoble, Fransa"],"affiliations":[{"raw_affiliation_string":"Grenoble INP, Department Image and Signal, Grenoble, Fransa","institution_ids":["https://openalex.org/I106785703"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024171000","display_name":"S\u00e9bastien Lef\u00e8vre","orcid":"https://orcid.org/0000-0002-2384-8202"},"institutions":[{"id":"https://openalex.org/I2802204017","display_name":"Universit\u00e9 de Bretagne Sud","ror":"https://ror.org/04ed7fw48","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802204017"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sebastien Lefevre","raw_affiliation_strings":["IRISA, Universite Bretagne Sud, Vannes, Fransa"],"affiliations":[{"raw_affiliation_string":"IRISA, Universite Bretagne Sud, Vannes, Fransa","institution_ids":["https://openalex.org/I2802204017","https://openalex.org/I2802519937"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5055970931"],"corresponding_institution_ids":["https://openalex.org/I96268669"],"apc_list":null,"apc_paid":null,"fwci":0.2354,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.59466866,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9922000169754028,"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"}},{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.8020197153091431},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6649086475372314},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5440380573272705},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5245229005813599},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5081112384796143},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.50111985206604},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49565279483795166},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49147236347198486},{"id":"https://openalex.org/keywords/tree-structure","display_name":"Tree structure","score":0.41328752040863037},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27981775999069214},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.27250152826309204},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22711843252182007},{"id":"https://openalex.org/keywords/binary-tree","display_name":"Binary tree","score":0.10975408554077148}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8020197153091431},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6649086475372314},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5440380573272705},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5245229005813599},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5081112384796143},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.50111985206604},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49565279483795166},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49147236347198486},{"id":"https://openalex.org/C163797641","wikidata":"https://www.wikidata.org/wiki/Q2067937","display_name":"Tree structure","level":3,"score":0.41328752040863037},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27981775999069214},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27250152826309204},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22711843252182007},{"id":"https://openalex.org/C197855036","wikidata":"https://www.wikidata.org/wiki/Q380172","display_name":"Binary tree","level":2,"score":0.10975408554077148},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu.2017.7960159","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2017.7960159","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W113355003","https://openalex.org/W1480404407","https://openalex.org/W1627595462","https://openalex.org/W1985973695","https://openalex.org/W1995766089","https://openalex.org/W2086003502","https://openalex.org/W2106277226","https://openalex.org/W2108597246","https://openalex.org/W2124032926","https://openalex.org/W2127199143","https://openalex.org/W2146842130","https://openalex.org/W2159070926","https://openalex.org/W2343108676","https://openalex.org/W2547846938","https://openalex.org/W2606115022"],"related_works":["https://openalex.org/W2093885745","https://openalex.org/W2351266481","https://openalex.org/W2132547887","https://openalex.org/W2071459461","https://openalex.org/W2516987005","https://openalex.org/W2907786475","https://openalex.org/W2963447120","https://openalex.org/W4289082820","https://openalex.org/W2092152400","https://openalex.org/W2963196945"],"abstract_inverted_index":{"Morphological":[0],"attribute":[1,37,85,103],"profiles":[2,38],"are":[3],"among":[4],"the":[5,67,71,83,94],"most":[6],"prominent":[7],"spatial-spectral":[8],"pixel":[9,79],"description":[10],"tools.":[11],"They":[12],"can":[13],"be":[14],"calculated":[15],"efficiently":[16],"from":[17],"tree":[18,34,74],"based":[19],"representations":[20],"of":[21,35,70,78,82,96],"an":[22],"image.":[23],"Although":[24],"mostly":[25],"implemented":[26],"with":[27,61],"inclusion":[28],"trees":[29,32,52,98],"(i.e.":[30],"component":[31],"and":[33,46,49,87],"shapes),":[36],"have":[39],"been":[40],"recently":[41],"adapted":[42],"to":[43],"partitioning":[44,97],"trees,":[45],"specifically":[47],"\u03b1-":[48],"\u03c9-trees.":[50],"Partitioning":[51],"constitute":[53],"a":[54,100],"more":[55],"flexible":[56],"option":[57],"especially":[58],"when":[59],"dealing":[60],"multivariate":[62],"data.":[63],"This":[64],"work":[65],"explores":[66],"noise":[68],"robustness":[69],"aforementioned":[72],"major":[73],"types":[75],"in":[76],"terms":[77],"classification":[80],"performance":[81],"resulting":[84],"profiles,":[86],"presents":[88],"our":[89],"preliminary":[90],"findings":[91],"that":[92],"support":[93],"use":[95],"as":[99],"basis":[101],"for":[102],"profile":[104],"construction.":[105]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
