{"id":"https://openalex.org/W2147431435","doi":"https://doi.org/10.1109/icpr.2008.4761065","title":"Weakly supervised learning using proportion-based information: An application to fisheries acoustics","display_name":"Weakly supervised learning using proportion-based information: An application to fisheries acoustics","publication_year":2008,"publication_date":"2008-12-01","ids":{"openalex":"https://openalex.org/W2147431435","doi":"https://doi.org/10.1109/icpr.2008.4761065","mag":"2147431435"},"language":"en","primary_location":{"id":"doi:10.1109/icpr.2008.4761065","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2008.4761065","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 19th International Conference on Pattern Recognition","raw_type":"proceedings-article"},"type":"conference-paper","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/A5075497720","display_name":"Ronan Fablet","orcid":"https://orcid.org/0000-0002-6462-423X"},"institutions":[{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]},{"id":"https://openalex.org/I4210148559","display_name":"\u00c9cole nationale sup\u00e9rieure de techniques avanc\u00e9es Bretagne","ror":"https://ror.org/059n54003","country_code":"FR","type":"education","lineage":["https://openalex.org/I201181511","https://openalex.org/I4210145102","https://openalex.org/I4210148559"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"R. Fablet","raw_affiliation_strings":["Telecom Bretagne, Brest, France","Lab-STICC_TB_CID_TOMS (France)","SC - D\u00e9partement Signal et Communications (Technop\u00f4le Brest-Iroise CS 83818 29238 BREST CEDEX 3 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecom Bretagne, Brest, France","institution_ids":["https://openalex.org/I4210148559"]},{"raw_affiliation_string":"Lab-STICC_TB_CID_TOMS (France)","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702"]},{"raw_affiliation_string":"SC - D\u00e9partement Signal et Communications (Technop\u00f4le Brest-Iroise CS 83818 29238 BREST CEDEX 3 - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033746791","display_name":"Riwal Lefort","orcid":"https://orcid.org/0000-0002-5863-8221"},"institutions":[{"id":"https://openalex.org/I4210148559","display_name":"\u00c9cole nationale sup\u00e9rieure de techniques avanc\u00e9es Bretagne","ror":"https://ror.org/059n54003","country_code":"FR","type":"education","lineage":["https://openalex.org/I201181511","https://openalex.org/I4210145102","https://openalex.org/I4210148559"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"R. Lefort","raw_affiliation_strings":["Telecom Bretagne, Brest, France","SC - D\u00e9partement Signal et Communications (Technop\u00f4le Brest-Iroise CS 83818 29238 BREST CEDEX 3 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecom Bretagne, Brest, France","institution_ids":["https://openalex.org/I4210148559"]},{"raw_affiliation_string":"SC - D\u00e9partement Signal et Communications (Technop\u00f4le Brest-Iroise CS 83818 29238 BREST CEDEX 3 - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002693901","display_name":"C. Scalarin","orcid":null},"institutions":[{"id":"https://openalex.org/I154202486","display_name":"Ifremer","ror":"https://ror.org/044jxhp58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154202486"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C. Scalarin","raw_affiliation_strings":["IFREMER, Plouzane, France","IFREMER - Institut Fran\u00e7ais de Recherche pour l'Exploitation de la Mer (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IFREMER, Plouzane, France","institution_ids":["https://openalex.org/I154202486"]},{"raw_affiliation_string":"IFREMER - Institut Fran\u00e7ais de Recherche pour l'Exploitation de la Mer (France)","institution_ids":["https://openalex.org/I154202486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106083490","display_name":"Jacques Mass\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I154202486","display_name":"Ifremer","ror":"https://ror.org/044jxhp58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154202486"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J. Masse","raw_affiliation_strings":["IFREMER, Nantes, France","IFREMER - Institut Fran\u00e7ais de Recherche pour l'Exploitation de la Mer (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IFREMER, Nantes, France","institution_ids":["https://openalex.org/I154202486"]},{"raw_affiliation_string":"IFREMER - Institut Fran\u00e7ais de Recherche pour l'Exploitation de la Mer (France)","institution_ids":["https://openalex.org/I154202486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103242839","display_name":"Pierre Cauchy","orcid":"https://orcid.org/0000-0002-8805-9861"},"institutions":[{"id":"https://openalex.org/I154202486","display_name":"Ifremer","ror":"https://ror.org/044jxhp58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154202486"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"P. Cauchy","raw_affiliation_strings":["IFREMER, Plouzane, France","Ifremer/STH, Technopole Brest Iroise, Plouzane, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IFREMER, Plouzane, France","institution_ids":["https://openalex.org/I154202486"]},{"raw_affiliation_string":"Ifremer/STH, Technopole Brest Iroise, Plouzane, France","institution_ids":["https://openalex.org/I154202486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109923598","display_name":"Jean-Marc Boucher","orcid":null},"institutions":[{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]},{"id":"https://openalex.org/I4210148559","display_name":"\u00c9cole nationale sup\u00e9rieure de techniques avanc\u00e9es Bretagne","ror":"https://ror.org/059n54003","country_code":"FR","type":"education","lineage":["https://openalex.org/I201181511","https://openalex.org/I4210145102","https://openalex.org/I4210148559"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J.-M. Boucher","raw_affiliation_strings":["Telecom Bretagne, Brest, France","Lab-STICC_TB_CID_TOMS (France)","SC - D\u00e9partement Signal et Communications (Technop\u00f4le Brest-Iroise CS 83818 29238 BREST CEDEX 3 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecom Bretagne, Brest, France","institution_ids":["https://openalex.org/I4210148559"]},{"raw_affiliation_string":"Lab-STICC_TB_CID_TOMS (France)","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702"]},{"raw_affiliation_string":"SC - D\u00e9partement Signal et Communications (Technop\u00f4le Brest-Iroise CS 83818 29238 BREST CEDEX 3 - France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":16.0214,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.99064796,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"258 265","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9632999897003174,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9632999897003174,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T12319","display_name":"Fish Biology and Ecology Studies","score":0.9397000074386597,"subfield":{"id":"https://openalex.org/subfields/1104","display_name":"Aquatic Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9337000250816345,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/machine-learning","display_name":"Machine learning","score":0.5889126658439636},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.586219847202301},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5795909762382507},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5583067536354065},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5302379131317139},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5208542943000793},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.45258933305740356},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3261808753013611},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.19668754935264587}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5889126658439636},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.586219847202301},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5795909762382507},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5583067536354065},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5302379131317139},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5208542943000793},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.45258933305740356},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3261808753013611},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.19668754935264587}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icpr.2008.4761065","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2008.4761065","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 19th International Conference on Pattern Recognition","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01250428v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01250428","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICPR 2008 : 19th international conference on Pattern Recognition, Dec 2008, Tampa, United States. pp.1 - 4, ⟨10.1109/ICPR.2008.4761065⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2103643855","https://openalex.org/W2120995095","https://openalex.org/W2164775902","https://openalex.org/W3023786531","https://openalex.org/W6816293718"],"related_works":["https://openalex.org/W2069592018","https://openalex.org/W2075740387","https://openalex.org/W2358990940","https://openalex.org/W2093931120","https://openalex.org/W2163814182","https://openalex.org/W4285328440","https://openalex.org/W4390062853","https://openalex.org/W4389256085","https://openalex.org/W4399290976","https://openalex.org/W4313644201"],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"the":[3,18],"inference":[4],"of":[5,20],"probabilistic":[6],"classification":[7,30,40],"models":[8],"using":[9],"weakly":[10],"supervised":[11],"learning.":[12],"In":[13],"contrast":[14],"to":[15,28,34],"previous":[16],"work,":[17],"use":[19],"proportion-based":[21],"training":[22],"data":[23],"is":[24,41],"investigated":[25],"in":[26],"combination":[27],"non-linear":[29],"models.":[31],"An":[32],"application":[33],"fisheries":[35],"acoustics":[36],"and":[37,43,49],"fish":[38],"school":[39],"considered":[42],"experiments":[44],"are":[45],"reported":[46],"for":[47],"synthetic":[48],"real":[50],"datasets.":[51]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}