{"id":"https://openalex.org/W7154170498","doi":"https://doi.org/10.1109/icbet66094.2025.11469931","title":"A Comparative Analysis of Computational Approaches for Gene Detection","display_name":"A Comparative Analysis of Computational Approaches for Gene Detection","publication_year":2025,"publication_date":"2025-06-27","ids":{"openalex":"https://openalex.org/W7154170498","doi":"https://doi.org/10.1109/icbet66094.2025.11469931"},"language":null,"primary_location":{"id":"doi:10.1109/icbet66094.2025.11469931","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbet66094.2025.11469931","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 15th International Conference on Biomedical Engineering and Technology (ICBET)","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/A5074673898","display_name":"Mohammad Al Bataineh","orcid":"https://orcid.org/0000-0003-0148-7618"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Mohammad Al Bataineh","raw_affiliation_strings":["College of Engineering, United Arab Emirates University,Electrical and Communication Engineering Department,Al Ain,United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"College of Engineering, United Arab Emirates University,Electrical and Communication Engineering Department,Al Ain,United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087562557","display_name":"Dana I. Abu-Abdoun","orcid":"https://orcid.org/0000-0003-3699-8020"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Dana I. Abu-Abdoun","raw_affiliation_strings":["College of Engineering, United Arab Emirates University,Electrical and Communication Engineering Department,Al Ain,United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"College of Engineering, United Arab Emirates University,Electrical and Communication Engineering Department,Al Ain,United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133551916","display_name":"Sameh Al-Shihabi","orcid":null},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Sameh Al-Shihabi","raw_affiliation_strings":["University of Sharjah,Industrial Engineering and Engineering Management,Sharjah,United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"University of Sharjah,Industrial Engineering and Engineering Management,Sharjah,United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5133548472","display_name":"Khalid Muhammad","orcid":null},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Khalid Muhammad","raw_affiliation_strings":["College of Science, United Arab Emirates University,Biology Department,Al Ain,United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"College of Science, United Arab Emirates University,Biology Department,Al Ain,United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074673898"],"corresponding_institution_ids":["https://openalex.org/I201726411"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.6640305,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"191","last_page":"196"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.4634999930858612,"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/T10885","display_name":"Gene expression and cancer classification","score":0.4634999930858612,"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":0.0828000009059906,"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/T12946","display_name":"Fractal and DNA sequence analysis","score":0.05869999900460243,"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/key","display_name":"Key (lock)","score":0.32120001316070557},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.27959999442100525},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.2777999937534332},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.26899999380111694}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5705999732017517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4235000014305115},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.40779998898506165},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.32120001316070557},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.28279998898506165},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2797999978065491},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.27959999442100525},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.2777999937534332},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.26899999380111694},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.26820001006126404}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icbet66094.2025.11469931","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbet66094.2025.11469931","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 15th International Conference on Biomedical Engineering and Technology (ICBET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1974442292","https://openalex.org/W2012739246","https://openalex.org/W2015656500","https://openalex.org/W2030165834","https://openalex.org/W2039123868","https://openalex.org/W2041185028","https://openalex.org/W2069689025","https://openalex.org/W2088127264","https://openalex.org/W2090394430","https://openalex.org/W2098961477","https://openalex.org/W2106341787","https://openalex.org/W2115598172","https://openalex.org/W2121346448","https://openalex.org/W2141572089","https://openalex.org/W2169472943","https://openalex.org/W2502486164","https://openalex.org/W2538895687","https://openalex.org/W2546041706","https://openalex.org/W2549656797","https://openalex.org/W2895973041","https://openalex.org/W2896262061","https://openalex.org/W2906991531","https://openalex.org/W2966164316","https://openalex.org/W3014419328","https://openalex.org/W3022981227","https://openalex.org/W3041553215","https://openalex.org/W3081286367","https://openalex.org/W3110616739","https://openalex.org/W3128636679","https://openalex.org/W3186932966","https://openalex.org/W3189070360","https://openalex.org/W3199220927","https://openalex.org/W4226301219","https://openalex.org/W4233661557","https://openalex.org/W4280588214","https://openalex.org/W4283450838"],"related_works":[],"abstract_inverted_index":{"This":[0],"study":[1],"presents":[2],"a":[3,58],"comparative":[4],"analysis":[5],"of":[6,21,61,72,104,117],"various":[7],"computational":[8,118],"approaches":[9,63],"used":[10],"for":[11,113],"gene":[12,39,66,119],"detection,":[13],"emphasizing":[14],"their":[15,94,98,108],"efficiency":[16],"and":[17,42,90],"the":[18,50,115],"potential":[19],"benefits":[20],"integrating":[22],"multiple":[23,105],"methodologies.":[24],"The":[25,102],"paper":[26],"examines":[27],"digital":[28],"signal":[29],"processing":[30],"(DSP)":[31],"techniques,":[32],"hidden":[33],"Markov":[34],"models":[35],"(HMMs),":[36],"machine":[37,78],"learning-based":[38],"detection":[40,67],"algorithms,":[41],"gene-finding":[43],"software":[44],"to":[45,97],"determine":[46],"which":[47],"methods":[48],"yield":[49],"most":[51],"accurate":[52],"results.":[53],"Also,":[54],"we":[55],"explore":[56],"whether":[57],"hybrid":[59],"integration":[60,103],"these":[62],"could":[64],"enhance":[65],"outcomes.":[68],"A":[69],"critical":[70],"review":[71],"existing":[73],"literature":[74],"suggests":[75],"that":[76],"while":[77],"learning":[79,83],"models,":[80],"particularly":[81],"deep":[82],"frameworks,":[84],"demonstrate":[85],"superior":[86],"predictive":[87],"performance,":[88],"DSP":[89],"HMM":[91],"techniques":[92],"retain":[93],"relevance":[95],"due":[96],"strong":[99],"theoretical":[100],"underpinnings.":[101],"methods,":[106],"leveraging":[107],"complementary":[109],"strengths,":[110],"holds":[111],"promise":[112],"advancing":[114],"field":[116],"detection.":[120]},"counts_by_year":[],"updated_date":"2026-04-15T05:59:14.812645","created_date":"2026-04-14T00:00:00"}