{"id":"https://openalex.org/W2136450746","doi":"https://doi.org/10.1109/aiccsa.2013.6616445","title":"Novel signal representation of descriptors dependency in information retrieval based on wavelet spectral analysis","display_name":"Novel signal representation of descriptors dependency in information retrieval based on wavelet spectral analysis","publication_year":2013,"publication_date":"2013-05-01","ids":{"openalex":"https://openalex.org/W2136450746","doi":"https://doi.org/10.1109/aiccsa.2013.6616445","mag":"2136450746"},"language":"en","primary_location":{"id":"doi:10.1109/aiccsa.2013.6616445","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa.2013.6616445","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 ACS International Conference on Computer Systems and Applications (AICCSA)","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/A5108740228","display_name":"Ibtissam El Hassani","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Ibtissam El Hassani","raw_affiliation_strings":["Doctoral Studies Center, Moulay Ismail University, Morocco","Doctoral Studies Center, Moulay Ismail Univ., Meknes, Morocco"],"affiliations":[{"raw_affiliation_string":"Doctoral Studies Center, Moulay Ismail University, Morocco","institution_ids":["https://openalex.org/I4210153608"]},{"raw_affiliation_string":"Doctoral Studies Center, Moulay Ismail Univ., Meknes, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005732901","display_name":"Tawfik Masrour","orcid":"https://orcid.org/0000-0002-7761-6300"},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Tawfik Masrour","raw_affiliation_strings":["Doctoral Studies Center, Moulay Ismail University, Morocco","Dept. of Math., Moulay Ismail Univ., Meknes, Morocco"],"affiliations":[{"raw_affiliation_string":"Doctoral Studies Center, Moulay Ismail University, Morocco","institution_ids":["https://openalex.org/I4210153608"]},{"raw_affiliation_string":"Dept. of Math., Moulay Ismail Univ., Meknes, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5108740228"],"corresponding_institution_ids":["https://openalex.org/I4210153608"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11400767,"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":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.996999979019165,"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"}},"topics":[{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.996999979019165,"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"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9927999973297119,"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"}},{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9811000227928162,"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":0.7066769599914551},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6804484724998474},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6399795413017273},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.616012692451477},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.6121602058410645},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5581294298171997},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.5542511343955994},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.5517451763153076},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.437561571598053},{"id":"https://openalex.org/keywords/multiresolution-analysis","display_name":"Multiresolution analysis","score":0.43000781536102295},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.42759791016578674},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32322365045547485},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.3111375570297241},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.118939608335495}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7066769599914551},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6804484724998474},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6399795413017273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.616012692451477},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.6121602058410645},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5581294298171997},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.5542511343955994},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.5517451763153076},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.437561571598053},{"id":"https://openalex.org/C121927907","wikidata":"https://www.wikidata.org/wiki/Q1952516","display_name":"Multiresolution analysis","level":5,"score":0.43000781536102295},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.42759791016578674},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32322365045547485},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.3111375570297241},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.118939608335495},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aiccsa.2013.6616445","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa.2013.6616445","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 ACS International Conference on Computer Systems and Applications (AICCSA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W175655346","https://openalex.org/W2073799018","https://openalex.org/W6668888557"],"related_works":["https://openalex.org/W2085792030","https://openalex.org/W1588899229","https://openalex.org/W2023142747","https://openalex.org/W2172291505","https://openalex.org/W2037009764","https://openalex.org/W2063036707","https://openalex.org/W2501033992","https://openalex.org/W2377605153","https://openalex.org/W2088723847","https://openalex.org/W1988336897"],"abstract_inverted_index":{"The":[0],"representation":[1,70],"of":[2,8,44,53,64,77,79,92,96],"texts":[3],"in":[4,13,58,118],"the":[5,19,24,54,88,93,101,130],"current":[6],"methods":[7],"information":[9,65],"extraction,":[10],"and":[11,71,90],"TextMining":[12],"general,":[14],"does":[15],"not":[16],"always":[17],"reflect":[18],"dependencies":[20],"between":[21],"descriptors.":[22],"In":[23],"vector":[25,132],"representation,":[26],"for":[27],"example,":[28],"descriptors":[29],"related":[30],"are":[31],"often":[32],"considered":[33,48],"to":[34,86,112,124,129],"be":[35,47],"either":[36],"totally":[37,40],"independent":[38],"or":[39],"similar.":[41],"This":[42],"type":[43],"approach":[45,117],"can":[46],"as":[49],"a":[50,61,83],"coarse":[51],"resolution":[52,78],"document.":[55],"We":[56],"propose":[57],"this":[59,106,119],"paper":[60],"new":[62,84],"method":[63],"retrieval":[66],"based":[67],"on":[68],"signal":[69],"spectral":[72],"processing":[73],"at":[74],"different":[75],"levels":[76],"documents.":[80],"It":[81],"is":[82],"way":[85],"exploit":[87],"power":[89],"properties":[91],"multiresolution":[94],"analysis":[95],"wavelet":[97],"transform.":[98],"To":[99],"illustrate":[100],"interest":[102],"that":[103],"could":[104],"present":[105],"approach,":[107],"we":[108],"have":[109],"applied":[110],"it":[111],"an":[113,122],"Arabic":[114],"corpus.":[115],"Our":[116],"context":[120],"demonstrates":[121],"ability":[123],"achieve":[125],"higher":[126],"accuracy":[127],"compared":[128],"standard":[131],"representation.":[133]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
