{"id":"https://openalex.org/W1989840147","doi":"https://doi.org/10.1109/icsipa.2013.6708018","title":"A new multiple classifiers soft decisions fusion approach for exons prediction in DNA sequences","display_name":"A new multiple classifiers soft decisions fusion approach for exons prediction in DNA sequences","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W1989840147","doi":"https://doi.org/10.1109/icsipa.2013.6708018","mag":"1989840147"},"language":"en","primary_location":{"id":"doi:10.1109/icsipa.2013.6708018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsipa.2013.6708018","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Signal and Image Processing Applications","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/A5087054659","display_name":"Ismail M. El-Badawy","orcid":"https://orcid.org/0000-0002-8428-8886"},"institutions":[{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Ismail M. El-Badawy","raw_affiliation_strings":["Department of Electronics & Communications Engineering, Arab Academy for Science, Technology and Maritime Transport, Egypt","Dept. of Electron. & Commun. Eng., Arab Acad. for Sci., Technol. & Maritime Transp., Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Electronics & Communications Engineering, Arab Academy for Science, Technology and Maritime Transport, Egypt","institution_ids":["https://openalex.org/I59272784"]},{"raw_affiliation_string":"Dept. of Electron. & Commun. Eng., Arab Acad. for Sci., Technol. & Maritime Transp., Cairo, Egypt","institution_ids":["https://openalex.org/I59272784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110408980","display_name":"Ashraf M. Aziz","orcid":null},"institutions":[{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ashraf M. Aziz","raw_affiliation_strings":["Department of Electronics & Communications Engineering, Arab Academy for Science, Technology and Maritime Transport, Egypt","Dept. of Electron. & Commun. Eng., Arab Acad. for Sci., Technol. & Maritime Transp., Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Electronics & Communications Engineering, Arab Academy for Science, Technology and Maritime Transport, Egypt","institution_ids":["https://openalex.org/I59272784"]},{"raw_affiliation_string":"Dept. of Electron. & Commun. Eng., Arab Acad. for Sci., Technol. & Maritime Transp., Cairo, Egypt","institution_ids":["https://openalex.org/I59272784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043113132","display_name":"Safa M. Gasser","orcid":null},"institutions":[{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Safa Gasser","raw_affiliation_strings":["Department of Electronics & Communications Engineering, Arab Academy for Science, Technology and Maritime Transport, Egypt","Dept. of Electron. & Commun. Eng., Arab Acad. for Sci., Technol. & Maritime Transp., Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Electronics & Communications Engineering, Arab Academy for Science, Technology and Maritime Transport, Egypt","institution_ids":["https://openalex.org/I59272784"]},{"raw_affiliation_string":"Dept. of Electron. & Commun. Eng., Arab Acad. for Sci., Technol. & Maritime Transp., Cairo, Egypt","institution_ids":["https://openalex.org/I59272784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044287502","display_name":"Mohamed Khedr","orcid":"https://orcid.org/0000-0002-0663-0164"},"institutions":[{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohamed E. Khedr","raw_affiliation_strings":["Department of Electronics & Communications Engineering, Arab Academy for Science, Technology and Maritime Transport, Egypt","Dept. of Electron. & Commun. Eng., Arab Acad. for Sci., Technol. & Maritime Transp., Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Electronics & Communications Engineering, Arab Academy for Science, Technology and Maritime Transport, Egypt","institution_ids":["https://openalex.org/I59272784"]},{"raw_affiliation_string":"Dept. of Electron. & Commun. Eng., Arab Acad. for Sci., Technol. & Maritime Transp., Cairo, Egypt","institution_ids":["https://openalex.org/I59272784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5087054659"],"corresponding_institution_ids":["https://openalex.org/I59272784"],"apc_list":null,"apc_paid":null,"fwci":0.5849,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.67205166,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"281","last_page":"286"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10521","display_name":"RNA and protein synthesis mechanisms","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7288464903831482},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6205973625183105},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6118425130844116},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.5258482098579407},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.5146502256393433},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5003340244293213},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4975583851337433},{"id":"https://openalex.org/keywords/random-subspace-method","display_name":"Random subspace method","score":0.48285824060440063},{"id":"https://openalex.org/keywords/fusion-center","display_name":"Fusion center","score":0.4378199875354767},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4168205261230469},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39480671286582947},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.09881186485290527}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7288464903831482},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6205973625183105},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6118425130844116},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.5258482098579407},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.5146502256393433},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5003340244293213},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4975583851337433},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.48285824060440063},{"id":"https://openalex.org/C2781234732","wikidata":"https://www.wikidata.org/wiki/Q943505","display_name":"Fusion center","level":4,"score":0.4378199875354767},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4168205261230469},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39480671286582947},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.09881186485290527},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsipa.2013.6708018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsipa.2013.6708018","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Signal and Image Processing Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1989695052","https://openalex.org/W1994704133","https://openalex.org/W2016143109","https://openalex.org/W2026439570","https://openalex.org/W2042877132","https://openalex.org/W2045510682","https://openalex.org/W2053774981","https://openalex.org/W2058730888","https://openalex.org/W2060808191","https://openalex.org/W2110564440","https://openalex.org/W2123769889","https://openalex.org/W2135120651","https://openalex.org/W2155508478","https://openalex.org/W2158698691"],"related_works":["https://openalex.org/W2381242807","https://openalex.org/W3126131230","https://openalex.org/W2347541121","https://openalex.org/W2080951048","https://openalex.org/W4288804799","https://openalex.org/W3032237421","https://openalex.org/W2390346111","https://openalex.org/W3011883280","https://openalex.org/W2111212810","https://openalex.org/W4303980532"],"abstract_inverted_index":{"Prediction":[0],"of":[1,33,51,121],"exons":[2,34,76,122],"locations":[3,35],"in":[4,29,80,107],"deoxyribonucleic":[5],"acid":[6],"(DNA)":[7],"sequences":[8],"is":[9,71],"a":[10,18,41,81,108,114],"significant":[11],"issue":[12],"for":[13],"biologists.":[14],"This":[15],"paper":[16],"proposes":[17],"new":[19],"method":[20,142,159],"to":[21,74,112,148,164],"solve":[22],"this":[23],"problem.":[24],"Unlike":[25],"the":[26,31,44,58,63,119,132,137,149,157],"published":[27],"studies,":[28],"which":[30,70],"prediction":[32,46,120,145],"depends":[36,48,87],"on":[37,49,88,127,131],"hard":[38,94,151],"decisions":[39,53,140],"from":[40,54,96],"single":[42,153],"classifier,":[43],"proposed":[45,59,138,158],"approach":[47,60],"fusion":[50,110,141],"soft":[52,90,139],"two":[55,97,167],"classifiers.":[56,168],"In":[57],"we":[61],"utilize":[62],"sliding":[64],"window":[65],"discrete":[66],"Fourier":[67],"transform":[68],"(DFT),":[69],"normally":[72],"used":[73],"detect":[75],"3-base":[77],"periodicity":[78],"feature,":[79],"different":[82,100],"manner.":[83],"The":[84],"novelty":[85],"here":[86],"obtaining":[89],"decisions,":[91,95],"rather":[92],"than":[93,166],"classifiers":[98],"using":[99],"numerical":[101],"mapping":[102],"schemes,":[103],"and":[104],"fuses":[105],"them":[106],"decision":[109,117,152],"center":[111],"obtain":[113],"final":[115],"global":[116],"about":[118],"locations.":[123],"Simulation":[124],"results":[125],"based":[126],"real":[128],"data":[129],"performed":[130],"HMR195":[133],"dataset":[134],"showed":[135],"that":[136],"achieves":[143],"better":[144],"performance":[146],"compared":[147],"traditional":[150],"classifier":[154],"method.":[155],"Moreover":[156],"can":[160],"easily":[161],"be":[162],"extended":[163],"more":[165]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}