{"id":"https://openalex.org/W2156147203","doi":"https://doi.org/10.1186/1687-6180-2012-167","title":"Combining data fusion with multiresolution analysis for improving the classification accuracy of uterine EMG signals","display_name":"Combining data fusion with multiresolution analysis for improving the classification accuracy of uterine EMG signals","publication_year":2012,"publication_date":"2012-08-03","ids":{"openalex":"https://openalex.org/W2156147203","doi":"https://doi.org/10.1186/1687-6180-2012-167","mag":"2156147203"},"language":"en","primary_location":{"id":"doi:10.1186/1687-6180-2012-167","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-6180-2012-167","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-6180-2012-167","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-6180-2012-167","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072676916","display_name":"Bassam Moslem","orcid":null},"institutions":[{"id":"https://openalex.org/I102516824","display_name":"Universit\u00e9 de Technologie de Compi\u00e8gne","ror":"https://ror.org/04y5kwa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I102516824"]},{"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/I160368002","display_name":"Lebanese University","ror":"https://ror.org/05x6qnc69","country_code":"LB","type":"education","lineage":["https://openalex.org/I160368002"]},{"id":"https://openalex.org/I4210145747","display_name":"Biom\u00e9canique et Bioing\u00e9nierie","ror":"https://ror.org/03yaydt41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210095849","https://openalex.org/I4210145747"]}],"countries":["FR","LB"],"is_corresponding":true,"raw_author_name":"Bassam Moslem","raw_affiliation_strings":["Azm Center for Research in Biotechnology and its applications, LASTRE Laboratory, Lebanese University, Tripoli, Lebanon","UMR CNRS 6600, laboratoire Biom\u00e9canique et Bio-ing\u00e9nierie, Universit\u00e9 de Technologie de Compi\u00e8gne, Compi\u00e8gne, 60205, France","LASTRE","Biom\u00e9canique et Bioing\u00e9nierie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Azm Center for Research in Biotechnology and its applications, LASTRE Laboratory, Lebanese University, Tripoli, Lebanon","institution_ids":["https://openalex.org/I160368002"]},{"raw_affiliation_string":"UMR CNRS 6600, laboratoire Biom\u00e9canique et Bio-ing\u00e9nierie, Universit\u00e9 de Technologie de Compi\u00e8gne, Compi\u00e8gne, 60205, France","institution_ids":["https://openalex.org/I102516824","https://openalex.org/I4210145747","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"LASTRE","institution_ids":[]},{"raw_affiliation_string":"Biom\u00e9canique et Bioing\u00e9nierie","institution_ids":["https://openalex.org/I4210145747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111972957","display_name":"Mohamad O. Diab","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106106","display_name":"Rafik Hariri University","ror":"https://ror.org/00x1fdr51","country_code":"LB","type":"education","lineage":["https://openalex.org/I4210106106"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Mohamad Diab","raw_affiliation_strings":["College of Engineering, Bio-instrumentation Department, Rafik Hariri University (RHU), Meshref, Lebanon","Rafik Hariri University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Bio-instrumentation Department, Rafik Hariri University (RHU), Meshref, Lebanon","institution_ids":["https://openalex.org/I4210106106"]},{"raw_affiliation_string":"Rafik Hariri University","institution_ids":["https://openalex.org/I4210106106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087296544","display_name":"Mohamad Khalil","orcid":"https://orcid.org/0000-0003-2004-0280"},"institutions":[{"id":"https://openalex.org/I160368002","display_name":"Lebanese University","ror":"https://ror.org/05x6qnc69","country_code":"LB","type":"education","lineage":["https://openalex.org/I160368002"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Mohamad Khalil","raw_affiliation_strings":["Azm Center for Research in Biotechnology and its applications, LASTRE Laboratory, Lebanese University, Tripoli, Lebanon","LASTRE","Lebanese University [Beirut]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Azm Center for Research in Biotechnology and its applications, LASTRE Laboratory, Lebanese University, Tripoli, Lebanon","institution_ids":["https://openalex.org/I160368002"]},{"raw_affiliation_string":"LASTRE","institution_ids":[]},{"raw_affiliation_string":"Lebanese University [Beirut]","institution_ids":["https://openalex.org/I160368002"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091597267","display_name":"Catherine Marque","orcid":"https://orcid.org/0000-0002-8474-938X"},"institutions":[{"id":"https://openalex.org/I102516824","display_name":"Universit\u00e9 de Technologie de Compi\u00e8gne","ror":"https://ror.org/04y5kwa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I102516824"]},{"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/I4210145747","display_name":"Biom\u00e9canique et Bioing\u00e9nierie","ror":"https://ror.org/03yaydt41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210095849","https://openalex.org/I4210145747"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Catherine Marque","raw_affiliation_strings":["UMR CNRS 6600, laboratoire Biom\u00e9canique et Bio-ing\u00e9nierie, Universit\u00e9 de Technologie de Compi\u00e8gne, Compi\u00e8gne, 60205, France","Biom\u00e9canique et Bioing\u00e9nierie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UMR CNRS 6600, laboratoire Biom\u00e9canique et Bio-ing\u00e9nierie, Universit\u00e9 de Technologie de Compi\u00e8gne, Compi\u00e8gne, 60205, France","institution_ids":["https://openalex.org/I102516824","https://openalex.org/I4210145747","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Biom\u00e9canique et Bioing\u00e9nierie","institution_ids":["https://openalex.org/I4210145747"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072676916"],"corresponding_institution_ids":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I160368002","https://openalex.org/I4210145747"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":0.8285,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.7469591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"2012","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9807999730110168,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9761000275611877,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7324544787406921},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.661716878414154},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6412707567214966},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.518351674079895},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5181645154953003},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.47123727202415466},{"id":"https://openalex.org/keywords/majority-rule","display_name":"Majority rule","score":0.45709696412086487},{"id":"https://openalex.org/keywords/wavelet-packet-decomposition","display_name":"Wavelet packet decomposition","score":0.4361015558242798},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3848286271095276}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7324544787406921},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.661716878414154},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6412707567214966},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.518351674079895},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5181645154953003},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.47123727202415466},{"id":"https://openalex.org/C153668964","wikidata":"https://www.wikidata.org/wiki/Q27636","display_name":"Majority rule","level":2,"score":0.45709696412086487},{"id":"https://openalex.org/C155777637","wikidata":"https://www.wikidata.org/wiki/Q2736187","display_name":"Wavelet packet decomposition","level":4,"score":0.4361015558242798},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3848286271095276}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/1687-6180-2012-167","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-6180-2012-167","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-6180-2012-167","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02431318v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02431318","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":"EURASIP Journal on Advances in Signal Processing, 2012, 2012 (1), ⟨10.1186/1687-6180-2012-167⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"doi:10.1186/1687-6180-2012-167","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-6180-2012-167","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-6180-2012-167","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.5799999833106995,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2156147203.pdf","grobid_xml":"https://content.openalex.org/works/W2156147203.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W50894620","https://openalex.org/W155117465","https://openalex.org/W1490760466","https://openalex.org/W1609793887","https://openalex.org/W1967115156","https://openalex.org/W1967209408","https://openalex.org/W1970531670","https://openalex.org/W1973153865","https://openalex.org/W1976264546","https://openalex.org/W1978612934","https://openalex.org/W1983962397","https://openalex.org/W1995649547","https://openalex.org/W2015964853","https://openalex.org/W2019992581","https://openalex.org/W2035071469","https://openalex.org/W2043058016","https://openalex.org/W2044561160","https://openalex.org/W2048226801","https://openalex.org/W2061637768","https://openalex.org/W2064454868","https://openalex.org/W2065481997","https://openalex.org/W2066272837","https://openalex.org/W2070705953","https://openalex.org/W2076306447","https://openalex.org/W2081319908","https://openalex.org/W2084689201","https://openalex.org/W2086435880","https://openalex.org/W2099922415","https://openalex.org/W2109865353","https://openalex.org/W2113569316","https://openalex.org/W2130924765","https://openalex.org/W2132549764","https://openalex.org/W2137641062","https://openalex.org/W2141350645","https://openalex.org/W2143799301","https://openalex.org/W2149298154","https://openalex.org/W2151872531","https://openalex.org/W2152941701","https://openalex.org/W2154231986","https://openalex.org/W2156560234","https://openalex.org/W2157635806","https://openalex.org/W2221079308","https://openalex.org/W2252680907","https://openalex.org/W2315127170","https://openalex.org/W2411981346","https://openalex.org/W2799061466","https://openalex.org/W4205687621","https://openalex.org/W4230918302","https://openalex.org/W4236234648","https://openalex.org/W4251142838"],"related_works":["https://openalex.org/W4245508182","https://openalex.org/W4233511069","https://openalex.org/W2046633342","https://openalex.org/W2370050053","https://openalex.org/W2372936409","https://openalex.org/W53954450","https://openalex.org/W2365287829","https://openalex.org/W2389645710","https://openalex.org/W2379553594","https://openalex.org/W2351059076"],"abstract_inverted_index":{"Multisensor":[0],"data":[1,43,70,124],"fusion":[2,44,71],"is":[3,21,72,92],"a":[4,32,80,135],"powerful":[5],"solution":[6],"for":[7],"solving":[8],"difficult":[9],"pattern":[10],"recognition":[11,128],"problems":[12],"such":[13],"as":[14],"the":[15,22,50,69,75,87,90,99,107,111,117,127],"classification":[16,38,100],"of":[17,24,102,110],"bioelectrical":[18],"signals.":[19],"It":[20],"process":[23],"combining":[25],"information":[26],"from":[27],"different":[28],"sensors":[29],"to":[30,57,94],"provide":[31],"more":[33,36],"stable":[34],"and":[35,133,137],"robust":[37],"decisions.":[39],"We":[40,114],"combine":[41],"here":[42],"with":[45],"multiresolution":[46],"analysis":[47],"based":[48],"on":[49,121],"wavelet":[51],"packet":[52],"transform":[53],"(WPT)":[54],"in":[55,98,130],"order":[56],"classify":[58],"real":[59],"uterine":[60],"electromyogram":[61],"(EMG)":[62],"signals":[63],"recorded":[64,123],"by":[65,78,105],"16":[66],"electrodes.":[67],"Herein,":[68],"done":[73],"at":[74],"decision":[76],"level":[77],"using":[79],"weighted":[81],"majority":[82],"voting":[83],"(WMV)":[84],"rule.":[85],"On":[86],"other":[88],"hand,":[89],"WPT":[91],"used":[93],"achieve":[95],"significant":[96],"enhancement":[97],"performance":[101],"each":[103],"channel":[104],"improving":[106],"discrimination":[108],"power":[109],"selected":[112],"feature.":[113],"show":[115],"that":[116],"proposed":[118],"approach":[119],"tested":[120],"our":[122],"can":[125],"improve":[126],"accuracy":[129],"labor":[131],"prediction":[132],"has":[134],"competitive":[136],"promising":[138],"performance.":[139]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}