{"id":"https://openalex.org/W1539576254","doi":"https://doi.org/10.1109/icton.2015.7193693","title":"Artificial Neural Networks to estimate Blocking Probability of transparent optical networks: A robustness study for different networks","display_name":"Artificial Neural Networks to estimate Blocking Probability of transparent optical networks: A robustness study for different networks","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1539576254","doi":"https://doi.org/10.1109/icton.2015.7193693","mag":"1539576254"},"language":"en","primary_location":{"id":"doi:10.1109/icton.2015.7193693","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icton.2015.7193693","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 17th International Conference on Transparent Optical Networks (ICTON)","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/A5013826168","display_name":"Danilo Ara\u00fajo","orcid":"https://orcid.org/0000-0002-4822-0390"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]},{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Danilo R. B. Araujo","raw_affiliation_strings":["Federal Rural University of Pernambuco, Recife, Pernambuco, Brazil","Federal University of Pernambuco, Recife, Pernambuco, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal Rural University of Pernambuco, Recife, Pernambuco, Brazil","institution_ids":["https://openalex.org/I62921916"]},{"raw_affiliation_string":"Federal University of Pernambuco, Recife, Pernambuco, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028876161","display_name":"Carmelo J. A. Bastos-Filho","orcid":"https://orcid.org/0000-0002-0924-5341"},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carmelo J. A. Bastos-Filho","raw_affiliation_strings":["University of Pernambuco, Recife, Pernambuco, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Pernambuco, Recife, Pernambuco, Brazil","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064763391","display_name":"Joaquim F. Martins-Filho","orcid":"https://orcid.org/0000-0002-6972-6913"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Joaquim F. Martins-Filho","raw_affiliation_strings":["Federal University of Pernambuco, Recife, Pernambuco, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Pernambuco, Recife, Pernambuco, Brazil","institution_ids":["https://openalex.org/I25112270"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5013826168"],"corresponding_institution_ids":["https://openalex.org/I25112270","https://openalex.org/I62921916"],"apc_list":null,"apc_paid":null,"fwci":0.9864,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.78236293,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"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/T10847","display_name":"Advanced Optical Network Technologies","score":0.9998999834060669,"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/T10847","display_name":"Advanced Optical Network Technologies","score":0.9998999834060669,"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/T10232","display_name":"Optical Network Technologies","score":0.9994999766349792,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8222556114196777},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7565653920173645},{"id":"https://openalex.org/keywords/blocking","display_name":"Blocking (statistics)","score":0.7215932011604309},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7120229601860046},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.638961136341095},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4657405614852905},{"id":"https://openalex.org/keywords/physical-layer","display_name":"Physical layer","score":0.4539394974708557},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40334010124206543},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.33894091844558716},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12597337365150452},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11818134784698486},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10078775882720947},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09389734268188477}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8222556114196777},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7565653920173645},{"id":"https://openalex.org/C144745244","wikidata":"https://www.wikidata.org/wiki/Q4927286","display_name":"Blocking (statistics)","level":2,"score":0.7215932011604309},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7120229601860046},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.638961136341095},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4657405614852905},{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.4539394974708557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40334010124206543},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.33894091844558716},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12597337365150452},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11818134784698486},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10078775882720947},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09389734268188477},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icton.2015.7193693","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icton.2015.7193693","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 17th International Conference on Transparent Optical Networks (ICTON)","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":7,"referenced_works":["https://openalex.org/W88407908","https://openalex.org/W1536656161","https://openalex.org/W1972366500","https://openalex.org/W1997535528","https://openalex.org/W2103184661","https://openalex.org/W2106109378","https://openalex.org/W2433310137"],"related_works":["https://openalex.org/W2392835431","https://openalex.org/W2126932387","https://openalex.org/W1965371215","https://openalex.org/W2353762239","https://openalex.org/W66314852","https://openalex.org/W2185938410","https://openalex.org/W2484966135","https://openalex.org/W2015050211","https://openalex.org/W4287880334","https://openalex.org/W2108990487"],"abstract_inverted_index":{"Recent":[0],"studies":[1],"demonstrated":[2],"the":[3,38,44,60,68,79,82,97,103,124],"advantage":[4],"of":[5,25,40,46,59,71,81,99,105,126],"alternative":[6],"methods":[7],"to":[8,20,42,77,91,122],"assess":[9],"optical":[10,47,128],"networks":[11,48,74,129],"based":[12],"on":[13],"Artificial":[14],"Neural":[15],"Networks":[16],"(ANN),":[17],"which":[18],"is":[19,118],"obtain":[21],"a":[22,30,106,119,133],"fast":[23,134],"estimation":[24,136],"Blocking":[26],"Probability":[27],"(BP)":[28],"with":[29,49,102,137],"small":[31,138],"error.":[32],"In":[33,63],"previous":[34],"works":[35],"we":[36,66,95,114,131],"proposed":[37],"use":[39,67],"ANNs":[41],"predict":[43],"BP":[45,125,135],"dynamic":[50],"traffic":[51],"by":[52],"using":[53],"topological":[54],"metrics":[55],"and":[56,94],"general":[57],"information":[58],"physical":[61,92],"layer.":[62],"this":[64],"paper":[65],"node":[69],"locations":[70],"six":[72],"deployed":[73],"in":[75],"order":[76],"evaluate":[78],"robustness":[80],"estimator.":[83],"We":[84],"also":[85],"propose":[86],"four":[87],"new":[88],"measures":[89],"related":[90],"layer":[93],"compare":[96],"results":[98,113],"our":[100,112],"proposal":[101],"outcome":[104],"discrete":[107],"event":[108],"network":[109],"simulator.":[110],"From":[111],"conclude":[115],"that":[116],"ANN":[117],"promising":[120],"technique":[121],"estimate":[123],"transparent":[127],"because":[130],"obtained":[132],"errors":[139],"for":[140],"all":[141],"analyzed":[142],"networks.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
