{"id":"https://openalex.org/W2171551788","doi":"https://doi.org/10.1109/icassp.2006.1660694","title":"Optimal Selection of Time-Frequency Representations for Signal Classification: a Kernel-Target Alignment Approach","display_name":"Optimal Selection of Time-Frequency Representations for Signal Classification: a Kernel-Target Alignment Approach","publication_year":2006,"publication_date":"2006-08-03","ids":{"openalex":"https://openalex.org/W2171551788","doi":"https://doi.org/10.1109/icassp.2006.1660694","mag":"2171551788"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2006.1660694","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2006.1660694","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01966060","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074267243","display_name":"Paul Honein\u00e9","orcid":"https://orcid.org/0000-0002-3042-183X"},"institutions":[{"id":"https://openalex.org/I4210127738","display_name":"IMT Mines Al\u00e8s","ror":"https://ror.org/03e8rf594","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127738"]},{"id":"https://openalex.org/I140494188","display_name":"Universit\u00e9 de Technologie de Troyes","ror":"https://ror.org/01qhqcj41","country_code":"FR","type":"education","lineage":["https://openalex.org/I140494188"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"P. Honeine","raw_affiliation_strings":["Sonalyse, Ales, France","M2S - Mod\u00e9lisation et S\u00fbret\u00e9 des Syst\u00e8mes (12 rue Marie Curie 10000 TROYES - France)"],"affiliations":[{"raw_affiliation_string":"Sonalyse, Ales, France","institution_ids":["https://openalex.org/I4210127738"]},{"raw_affiliation_string":"M2S - Mod\u00e9lisation et S\u00fbret\u00e9 des Syst\u00e8mes (12 rue Marie Curie 10000 TROYES - France)","institution_ids":["https://openalex.org/I140494188"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048458631","display_name":"C. Richard","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I140494188","display_name":"Universit\u00e9 de Technologie de Troyes","ror":"https://ror.org/01qhqcj41","country_code":"FR","type":"education","lineage":["https://openalex.org/I140494188"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C. Richard","raw_affiliation_strings":["ISTIT, FRE CNRS 2732, Troyes University of Technology, Troyes, France","M2S - Mod\u00e9lisation et S\u00fbret\u00e9 des Syst\u00e8mes (12 rue Marie Curie 10000 TROYES - France)"],"affiliations":[{"raw_affiliation_string":"ISTIT, FRE CNRS 2732, Troyes University of Technology, Troyes, France","institution_ids":["https://openalex.org/I140494188","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"M2S - Mod\u00e9lisation et S\u00fbret\u00e9 des Syst\u00e8mes (12 rue Marie Curie 10000 TROYES - France)","institution_ids":["https://openalex.org/I140494188"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054988467","display_name":"Patrick Flandrin","orcid":"https://orcid.org/0000-0003-2846-6200"},"institutions":[{"id":"https://openalex.org/I4210096929","display_name":"Laboratoire de Physique de l'ENS de Lyon","ror":"https://ror.org/00w5ay796","country_code":"FR","type":"facility","lineage":["https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I4210096929"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I113428412","display_name":"\u00c9cole Normale Sup\u00e9rieure de Lyon","ror":"https://ror.org/04zmssz18","country_code":"FR","type":"education","lineage":["https://openalex.org/I113428412","https://openalex.org/I203339264"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"P. Flandrin","raw_affiliation_strings":["Laboratoire de Physique, Ecole Normale Sup\u00e9rieure de Lyon, UMR CNRS 5672, Lyon, France","Phys-ENS - Laboratoire de Physique de l'ENS Lyon (46 all\u00e9e d'Italie 69007 Lyon - France)"],"affiliations":[{"raw_affiliation_string":"Laboratoire de Physique, Ecole Normale Sup\u00e9rieure de Lyon, UMR CNRS 5672, Lyon, France","institution_ids":["https://openalex.org/I113428412","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Phys-ENS - Laboratoire de Physique de l'ENS Lyon (46 all\u00e9e d'Italie 69007 Lyon - France)","institution_ids":["https://openalex.org/I4210096929","https://openalex.org/I113428412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055802304","display_name":"Jean\u2010Baptiste Pothin","orcid":null},"institutions":[{"id":"https://openalex.org/I140494188","display_name":"Universit\u00e9 de Technologie de Troyes","ror":"https://ror.org/01qhqcj41","country_code":"FR","type":"education","lineage":["https://openalex.org/I140494188"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J.-B. Pothin","raw_affiliation_strings":["ISTIT, FRE CNRS 2732, Troyes University of Technology, Troyes, France","M2S - Mod\u00e9lisation et S\u00fbret\u00e9 des Syst\u00e8mes (12 rue Marie Curie 10000 TROYES - France)"],"affiliations":[{"raw_affiliation_string":"ISTIT, FRE CNRS 2732, Troyes University of Technology, Troyes, France","institution_ids":["https://openalex.org/I140494188","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"M2S - Mod\u00e9lisation et S\u00fbret\u00e9 des Syst\u00e8mes (12 rue Marie Curie 10000 TROYES - France)","institution_ids":["https://openalex.org/I140494188"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074267243"],"corresponding_institution_ids":["https://openalex.org/I140494188","https://openalex.org/I4210127738"],"apc_list":null,"apc_paid":null,"fwci":1.6121,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.84124327,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"3","issue":null,"first_page":"III","last_page":"476"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.984000027179718,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.716563880443573},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6902084350585938},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6584052443504333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6143921613693237},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5745686888694763},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5495431423187256},{"id":"https://openalex.org/keywords/multiple-kernel-learning","display_name":"Multiple kernel learning","score":0.5413174629211426},{"id":"https://openalex.org/keywords/time\u2013frequency-analysis","display_name":"Time\u2013frequency analysis","score":0.4951428472995758},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4636686146259308},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4514826238155365},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4509633183479309},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.42710012197494507},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4169420003890991},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3370477557182312},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.23071372509002686},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20487797260284424}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.716563880443573},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6902084350585938},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6584052443504333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6143921613693237},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5745686888694763},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5495431423187256},{"id":"https://openalex.org/C2776879701","wikidata":"https://www.wikidata.org/wiki/Q25048660","display_name":"Multiple kernel learning","level":4,"score":0.5413174629211426},{"id":"https://openalex.org/C142433447","wikidata":"https://www.wikidata.org/wiki/Q7806653","display_name":"Time\u2013frequency analysis","level":3,"score":0.4951428472995758},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4636686146259308},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4514826238155365},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4509633183479309},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.42710012197494507},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4169420003890991},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3370477557182312},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.23071372509002686},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20487797260284424},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icassp.2006.1660694","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2006.1660694","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.76.367","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.76.367","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cedric-richard.fr/2006/icassp06-ph.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:hal-01966060v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01966060","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc. 31st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2006, Toulouse, France. &#x27E8;10.1109/ICASSP.2006.1660694&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01966060v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01966060","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc. 31st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2006, Toulouse, France. &#x27E8;10.1109/ICASSP.2006.1660694&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W206062345","https://openalex.org/W236518143","https://openalex.org/W1518932425","https://openalex.org/W1540155273","https://openalex.org/W1986280275","https://openalex.org/W1990157979","https://openalex.org/W2005447957","https://openalex.org/W2078685049","https://openalex.org/W2108611779","https://openalex.org/W2108995755","https://openalex.org/W2130392481","https://openalex.org/W2132342162","https://openalex.org/W2140147143","https://openalex.org/W2142387771","https://openalex.org/W2156909104","https://openalex.org/W2161706111","https://openalex.org/W2198646769","https://openalex.org/W4246066915","https://openalex.org/W6608455841","https://openalex.org/W6609048173","https://openalex.org/W6680751671"],"related_works":["https://openalex.org/W2900715739","https://openalex.org/W2289496068","https://openalex.org/W2043864454","https://openalex.org/W2547116720","https://openalex.org/W2188831877","https://openalex.org/W2157356416","https://openalex.org/W4291669689","https://openalex.org/W2153379791","https://openalex.org/W2001173190","https://openalex.org/W2295320501"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,20,44,65,75,90,100],"method":[6],"for":[7,12,43],"selecting":[8],"time-frequency":[9],"distributions":[10,113],"appropriate":[11],"given":[13,45],"learning":[14,29],"tasks.":[15],"It":[16],"is":[17,84],"based":[18],"on":[19],"criterion":[21,35],"that":[22,97],"has":[23],"recently":[24],"emerged":[25],"from":[26,89],"the":[27,31,40,50,71,87,95,107],"machine":[28],"literature:":[30],"kernel-target":[32],"alignment.":[33],"This":[34],"makes":[36],"possible":[37,54],"to":[38,77,86],"find":[39],"optimal":[41],"representation":[42],"classification":[46,79,101],"problem":[47,108],"without":[48],"designing":[49],"classifier":[51],"itself.":[52],"Some":[53],"applications":[55],"of":[56,69,74,92,94,109],"our":[57],"framework":[58],"are":[59],"discussed.":[60],"The":[61,81,103],"first":[62],"one":[63,83,105],"provides":[64],"computationally":[66],"attractive":[67],"way":[68],"adjusting":[70],"free":[72],"parameters":[73],"distribution":[76,96],"improve":[78],"performance.":[80],"second":[82],"related":[85],"selection,":[88],"set":[91],"candidates,":[93],"best":[98],"facilitates":[99],"task.":[102],"last":[104],"addresses":[106],"optimally":[110],"combining":[111],"several":[112]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
