{"id":"https://openalex.org/W4375869468","doi":"https://doi.org/10.1109/icassp49357.2023.10096609","title":"Anomaly Detection in Optical Spectra VIA Joint Optimization","display_name":"Anomaly Detection in Optical Spectra VIA Joint Optimization","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4375869468","doi":"https://doi.org/10.1109/icassp49357.2023.10096609"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49357.2023.10096609","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp49357.2023.10096609","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5055720102","display_name":"Antonino Maria Rizzo","orcid":"https://orcid.org/0000-0002-7756-5638"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Antonino Maria Rizzo","raw_affiliation_strings":["Politecnico di Milano"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089271464","display_name":"Luca Magri","orcid":"https://orcid.org/0000-0002-0598-8279"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Magri","raw_affiliation_strings":["Politecnico di Milano"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072523035","display_name":"Pietro Luigi Invernizzi","orcid":"https://orcid.org/0000-0002-1376-1613"},"institutions":[{"id":"https://openalex.org/I4210093910","display_name":"Photonics (United States)","ror":"https://ror.org/00s3ykq41","country_code":"US","type":"company","lineage":["https://openalex.org/I4210093910"]},{"id":"https://openalex.org/I151281966","display_name":"Cisco Systems (China)","ror":"https://ror.org/02qy75381","country_code":"CN","type":"company","lineage":["https://openalex.org/I135428043","https://openalex.org/I151281966"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Pietro Invernizzi","raw_affiliation_strings":["Cisco Photonics"],"affiliations":[{"raw_affiliation_string":"Cisco Photonics","institution_ids":["https://openalex.org/I151281966","https://openalex.org/I4210093910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076147835","display_name":"Enrico Sozio","orcid":null},"institutions":[{"id":"https://openalex.org/I151281966","display_name":"Cisco Systems (China)","ror":"https://ror.org/02qy75381","country_code":"CN","type":"company","lineage":["https://openalex.org/I135428043","https://openalex.org/I151281966"]},{"id":"https://openalex.org/I4210093910","display_name":"Photonics (United States)","ror":"https://ror.org/00s3ykq41","country_code":"US","type":"company","lineage":["https://openalex.org/I4210093910"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Enrico Sozio","raw_affiliation_strings":["Cisco Photonics"],"affiliations":[{"raw_affiliation_string":"Cisco Photonics","institution_ids":["https://openalex.org/I151281966","https://openalex.org/I4210093910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105938738","display_name":"Stefano Piciaccia","orcid":null},"institutions":[{"id":"https://openalex.org/I151281966","display_name":"Cisco Systems (China)","ror":"https://ror.org/02qy75381","country_code":"CN","type":"company","lineage":["https://openalex.org/I135428043","https://openalex.org/I151281966"]},{"id":"https://openalex.org/I4210093910","display_name":"Photonics (United States)","ror":"https://ror.org/00s3ykq41","country_code":"US","type":"company","lineage":["https://openalex.org/I4210093910"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Stefano Piciaccia","raw_affiliation_strings":["Cisco Photonics"],"affiliations":[{"raw_affiliation_string":"Cisco Photonics","institution_ids":["https://openalex.org/I151281966","https://openalex.org/I4210093910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113145463","display_name":"Alberto Tanzi","orcid":null},"institutions":[{"id":"https://openalex.org/I151281966","display_name":"Cisco Systems (China)","ror":"https://ror.org/02qy75381","country_code":"CN","type":"company","lineage":["https://openalex.org/I135428043","https://openalex.org/I151281966"]},{"id":"https://openalex.org/I4210093910","display_name":"Photonics (United States)","ror":"https://ror.org/00s3ykq41","country_code":"US","type":"company","lineage":["https://openalex.org/I4210093910"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Alberto Tanzi","raw_affiliation_strings":["Cisco Photonics"],"affiliations":[{"raw_affiliation_string":"Cisco Photonics","institution_ids":["https://openalex.org/I151281966","https://openalex.org/I4210093910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063310342","display_name":"S. Binetti","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093910","display_name":"Photonics (United States)","ror":"https://ror.org/00s3ykq41","country_code":"US","type":"company","lineage":["https://openalex.org/I4210093910"]},{"id":"https://openalex.org/I151281966","display_name":"Cisco Systems (China)","ror":"https://ror.org/02qy75381","country_code":"CN","type":"company","lineage":["https://openalex.org/I135428043","https://openalex.org/I151281966"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Stefano Binetti","raw_affiliation_strings":["Cisco Photonics"],"affiliations":[{"raw_affiliation_string":"Cisco Photonics","institution_ids":["https://openalex.org/I151281966","https://openalex.org/I4210093910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005003786","display_name":"Cesare Alippi","orcid":"https://orcid.org/0000-0003-3819-0025"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cesare Alippi","raw_affiliation_strings":["Politecnico di Milano"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006716646","display_name":"Giacomo Boracchi","orcid":"https://orcid.org/0000-0002-1650-3054"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giacomo Boracchi","raw_affiliation_strings":["Politecnico di Milano"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5055720102"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03662624,"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":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10205","display_name":"Advanced Fiber Optic Sensors","score":0.991599977016449,"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/T10205","display_name":"Advanced Fiber Optic Sensors","score":0.991599977016449,"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":0.9914000034332275,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9909999966621399,"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/computer-science","display_name":"Computer science","score":0.6774815320968628},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6621816754341125},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5899692177772522},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5544210076332092},{"id":"https://openalex.org/keywords/optical-fiber","display_name":"Optical fiber","score":0.4462055563926697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3479158878326416},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.21261784434318542},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14361447095870972}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6774815320968628},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6621816754341125},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5899692177772522},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5544210076332092},{"id":"https://openalex.org/C194232370","wikidata":"https://www.wikidata.org/wiki/Q162","display_name":"Optical fiber","level":2,"score":0.4462055563926697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3479158878326416},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.21261784434318542},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14361447095870972},{"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/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp49357.2023.10096609","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp49357.2023.10096609","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1261014","is_oa":false,"landing_page_url":"https://hdl.handle.net/11311/1261014","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2085261163","https://openalex.org/W2122646361","https://openalex.org/W2130017587","https://openalex.org/W2141461755","https://openalex.org/W2236623899","https://openalex.org/W2760451156","https://openalex.org/W2781891981","https://openalex.org/W2889838428","https://openalex.org/W2963037989","https://openalex.org/W2972476119","https://openalex.org/W4289886562","https://openalex.org/W6620707391"],"related_works":["https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W4252555497","https://openalex.org/W3121175838","https://openalex.org/W3016293053","https://openalex.org/W1690653314","https://openalex.org/W2401723157","https://openalex.org/W2065055572","https://openalex.org/W2784269775","https://openalex.org/W2952904874"],"abstract_inverted_index":{"Despite":[0],"the":[1,15,61,66,69,75,88],"remarkable":[2],"progress":[3],"of":[4,18,71,77],"fiber":[5],"optics":[6],"in":[7,20,38,74],"communication,":[8],"little":[9],"attention":[10],"has":[11],"been":[12],"devoted":[13],"to":[14],"automatic":[16],"detection":[17,70],"anomalies":[19,72,94],"optical":[21,45],"spectra,":[22],"i.e.,":[23],"poorly":[24],"transmitted":[25],"channels.":[26],"This":[27],"task":[28],"is":[29],"typically":[30],"addressed":[31],"by":[32,44],"ad-hoc":[33],"heuristics":[34],"that":[35,64,87],"fall":[36],"short":[37],"spectra":[39],"presenting":[40],"heavy":[41,81],"distortions":[42],"caused":[43],"amplifiers":[46],"during":[47],"transmission.":[48],"We":[49],"propose":[50],"a":[51,55],"method":[52,90],"based":[53],"on":[54],"joint":[56],"optimization":[57],"procedure":[58],"for":[59],"estimating":[60],"major":[62],"trends":[63],"characterize":[65],"spectrum,":[67],"enabling":[68],"even":[73],"presence":[76],"few":[78],"channels":[79],"and":[80],"distortions.":[82],"Our":[83],"experiments":[84],"have":[85],"shown":[86],"proposed":[89],"can":[91],"successfully":[92],"localize":[93],"achieving":[95],"more":[96],"than":[97],"98%":[98],"accuracy,":[99],"outperforming":[100],"all":[101],"competitors.":[102]},"counts_by_year":[],"updated_date":"2026-03-23T07:41:27.035349","created_date":"2025-10-10T00:00:00"}
