{"id":"https://openalex.org/W4417053979","doi":"https://doi.org/10.1109/ecoc66593.2025.11263015","title":"Energy-based Generative Models for Distributed Acoustic Sensing Event Classification in Telecom Networks","display_name":"Energy-based Generative Models for Distributed Acoustic Sensing Event Classification in Telecom Networks","publication_year":2025,"publication_date":"2025-09-28","ids":{"openalex":"https://openalex.org/W4417053979","doi":"https://doi.org/10.1109/ecoc66593.2025.11263015"},"language":null,"primary_location":{"id":"doi:10.1109/ecoc66593.2025.11263015","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecoc66593.2025.11263015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 European Conference on Optical Communications (ECOC)","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/A5101411710","display_name":"Shaobo Han","orcid":"https://orcid.org/0000-0003-2545-7114"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Shaobo Han","raw_affiliation_strings":["NEC Laboratories America, Inc.,Princeton,NJ,USA,08540"],"affiliations":[{"raw_affiliation_string":"NEC Laboratories America, Inc.,Princeton,NJ,USA,08540","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109893678","display_name":"Ming-Fang Huang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ming-Fang Huang","raw_affiliation_strings":["NEC Laboratories America, Inc.,Princeton,NJ,USA,08540"],"affiliations":[{"raw_affiliation_string":"NEC Laboratories America, Inc.,Princeton,NJ,USA,08540","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106405468","display_name":"Tingfeng Li","orcid":"https://orcid.org/0009-0009-5989-8760"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tingfeng Li","raw_affiliation_strings":["NEC Laboratories America, Inc.,Princeton,NJ,USA,08540"],"affiliations":[{"raw_affiliation_string":"NEC Laboratories America, Inc.,Princeton,NJ,USA,08540","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033196048","display_name":"Scott Kotrla","orcid":null},"institutions":[{"id":"https://openalex.org/I1302485747","display_name":"Verizon (United States)","ror":"https://ror.org/02vdyxx64","country_code":"US","type":"company","lineage":["https://openalex.org/I1302485747"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott Kotrla","raw_affiliation_strings":["Verizon,Richardson,TX,USA,75081"],"affiliations":[{"raw_affiliation_string":"Verizon,Richardson,TX,USA,75081","institution_ids":["https://openalex.org/I1302485747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117814859","display_name":"Jeffrey A Mundt","orcid":null},"institutions":[{"id":"https://openalex.org/I1302485747","display_name":"Verizon (United States)","ror":"https://ror.org/02vdyxx64","country_code":"US","type":"company","lineage":["https://openalex.org/I1302485747"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey A Mundt","raw_affiliation_strings":["Verizon,Richardson,TX,USA,75081"],"affiliations":[{"raw_affiliation_string":"Verizon,Richardson,TX,USA,75081","institution_ids":["https://openalex.org/I1302485747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100427905","display_name":"Ting Wang","orcid":"https://orcid.org/0000-0001-8545-1844"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ting Wang","raw_affiliation_strings":["NEC Laboratories America, Inc.,Princeton,NJ,USA,08540"],"affiliations":[{"raw_affiliation_string":"NEC Laboratories America, Inc.,Princeton,NJ,USA,08540","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031437141","display_name":"Yoshiaki Aono","orcid":null},"institutions":[{"id":"https://openalex.org/I118347220","display_name":"NEC (Japan)","ror":"https://ror.org/04jndar25","country_code":"JP","type":"company","lineage":["https://openalex.org/I118347220"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshiaki Aono","raw_affiliation_strings":["NEC Corporation,Abiko,Japan"],"affiliations":[{"raw_affiliation_string":"NEC Corporation,Abiko,Japan","institution_ids":["https://openalex.org/I118347220"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101411710"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5686,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86605129,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"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/T10205","display_name":"Advanced Fiber Optic Sensors","score":0.42719998955726624,"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":0.42719998955726624,"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":0.12160000205039978,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.07259999960660934,"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/event","display_name":"Event (particle physics)","score":0.6777999997138977},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6212999820709229},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6147000193595886},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.47130000591278076},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3736000061035156},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.3562000095844269}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6800000071525574},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6777999997138977},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6212999820709229},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6147000193595886},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.47130000591278076},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.4374000132083893},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4047999978065491},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3824000060558319},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3736000061035156},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.3562000095844269},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3165000081062317},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3125999867916107},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.31200000643730164},{"id":"https://openalex.org/C123606473","wikidata":"https://www.wikidata.org/wiki/Q907918","display_name":"Complex event processing","level":3,"score":0.29660001397132874},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2919999957084656},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2854999899864197},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27000001072883606}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ecoc66593.2025.11263015","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecoc66593.2025.11263015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 European Conference on Optical Communications (ECOC)","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":13,"referenced_works":["https://openalex.org/W2947066362","https://openalex.org/W4287740485","https://openalex.org/W4362500733","https://openalex.org/W4385525351","https://openalex.org/W4385801446","https://openalex.org/W4396941257","https://openalex.org/W4402125048","https://openalex.org/W4405253181","https://openalex.org/W4407647224","https://openalex.org/W4407937556","https://openalex.org/W4408352950","https://openalex.org/W4408356262","https://openalex.org/W4409122743"],"related_works":[],"abstract_inverted_index":{"Distributed":[0],"fiber-optic":[1],"sensing":[2],"combined":[3],"with":[4],"machine":[5],"learning":[6],"enables":[7],"continuous":[8],"monitoring":[9],"of":[10],"telecom":[11],"infrastructure.":[12],"We":[13],"employ":[14],"generative":[15],"modeling":[16],"for":[17,35],"event":[18],"classification,":[19],"supporting":[20],"semi-supervised":[21],"learning,":[22],"uncertainty":[23],"calibration,":[24],"and":[25],"noise":[26],"resilience.":[27],"Our":[28],"approach":[29],"offers":[30],"a":[31],"scalable,":[32],"data-efficient":[33],"solution":[34],"real-world":[36],"deployment":[37],"in":[38],"complex":[39],"environments.":[40]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-12-05T00:00:00"}