{"id":"https://openalex.org/W2403472820","doi":"https://doi.org/10.4108/eai.3-12-2015.2262476","title":"Species Identification Using Part of DNA Sequence: Evidence from Machine Learning Algorithms","display_name":"Species Identification Using Part of DNA Sequence: Evidence from Machine Learning Algorithms","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2403472820","doi":"https://doi.org/10.4108/eai.3-12-2015.2262476","mag":"2403472820"},"language":"en","primary_location":{"id":"doi:10.4108/eai.3-12-2015.2262476","is_oa":true,"landing_page_url":"https://doi.org/10.4108/eai.3-12-2015.2262476","pdf_url":"http://eudl.eu/pdf/10.4108/eai.3-12-2015.2262476","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th EAI International Conference on Bio-inspired Information and Communications Technologies (formerly BIONETICS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://eudl.eu/pdf/10.4108/eai.3-12-2015.2262476","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049278108","display_name":"Taha Alhersh","orcid":"https://orcid.org/0000-0002-3673-5397"},"institutions":[{"id":"https://openalex.org/I11662577","display_name":"Monash University Malaysia","ror":"https://ror.org/00yncr324","country_code":"MY","type":"education","lineage":["https://openalex.org/I11662577"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Taha Alhersh","raw_affiliation_strings":["Telemedicine Multidisciplinary Research Platform Monash University Malaysia"],"affiliations":[{"raw_affiliation_string":"Telemedicine Multidisciplinary Research Platform Monash University Malaysia","institution_ids":["https://openalex.org/I11662577"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Brahim Belhaouari Samir","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brahim Belhaouari Samir","raw_affiliation_strings":["Department of Mathematics Sharjah University"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics Sharjah University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008481065","display_name":"Hamada R. H. Al-Absi","orcid":"https://orcid.org/0000-0002-5636-7632"},"institutions":[{"id":"https://openalex.org/I96413208","display_name":"Swinburne University of Technology Sarawak Campus","ror":"https://ror.org/014cjmc76","country_code":"MY","type":"education","lineage":["https://openalex.org/I57093077","https://openalex.org/I96413208"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Hamada Al-Absi","raw_affiliation_strings":["Faculty of Engineering, Computing and Science Swinburne University of Technology Sarawak Campus"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Computing and Science Swinburne University of Technology Sarawak Campus","institution_ids":["https://openalex.org/I96413208"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066552333","display_name":"Abdullah AlOrainy","orcid":null},"institutions":[{"id":"https://openalex.org/I1284598098","display_name":"King Abdulaziz City for Science and Technology","ror":"https://ror.org/05tdz6m39","country_code":"SA","type":"facility","lineage":["https://openalex.org/I1284598098"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abdullah Alorainy","raw_affiliation_strings":["King Abdulaziz City for Science and Technology"],"affiliations":[{"raw_affiliation_string":"King Abdulaziz City for Science and Technology","institution_ids":["https://openalex.org/I1284598098"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082214666","display_name":"Belloui Bouzid","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112337","display_name":"University of Hafr Al-Batin","ror":"https://ror.org/021jt1927","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210112337"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Belloui Bouzid","raw_affiliation_strings":["University of Hafr Al Batin"],"affiliations":[{"raw_affiliation_string":"University of Hafr Al Batin","institution_ids":["https://openalex.org/I4210112337"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5049278108"],"corresponding_institution_ids":["https://openalex.org/I11662577"],"apc_list":null,"apc_paid":null,"fwci":0.3486,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.68365643,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.9976999759674072,"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/T12388","display_name":"Identification and Quantification in Food","score":0.9976999759674072,"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/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.995199978351593,"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":0.9947999715805054,"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/identification","display_name":"Identification (biology)","score":0.7578710317611694},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.6462624669075012},{"id":"https://openalex.org/keywords/dna-sequencing","display_name":"DNA sequencing","score":0.5906120538711548},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5792123675346375},{"id":"https://openalex.org/keywords/dna","display_name":"DNA","score":0.541271984577179},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5282503962516785},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.5017349720001221},{"id":"https://openalex.org/keywords/species-identification","display_name":"Species identification","score":0.45777958631515503},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45752984285354614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44721508026123047},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2738771438598633},{"id":"https://openalex.org/keywords/evolutionary-biology","display_name":"Evolutionary biology","score":0.2145867645740509},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.15725725889205933},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09273016452789307}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7578710317611694},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.6462624669075012},{"id":"https://openalex.org/C51679486","wikidata":"https://www.wikidata.org/wiki/Q380546","display_name":"DNA sequencing","level":3,"score":0.5906120538711548},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5792123675346375},{"id":"https://openalex.org/C552990157","wikidata":"https://www.wikidata.org/wiki/Q7430","display_name":"DNA","level":2,"score":0.541271984577179},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5282503962516785},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5017349720001221},{"id":"https://openalex.org/C2987826769","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Species identification","level":2,"score":0.45777958631515503},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45752984285354614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44721508026123047},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2738771438598633},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.2145867645740509},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.15725725889205933},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09273016452789307}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4108/eai.3-12-2015.2262476","is_oa":true,"landing_page_url":"https://doi.org/10.4108/eai.3-12-2015.2262476","pdf_url":"http://eudl.eu/pdf/10.4108/eai.3-12-2015.2262476","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th EAI International Conference on Bio-inspired Information and Communications Technologies (formerly BIONETICS)","raw_type":"proceedings-article"},{"id":"pmh:oai:researchbank.swinburne.edu.au:42fed1a0-0cb3-41a2-a1f4-03be1467c1fe/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/434537","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BICT'15 Proceedings of the 9th EAI International Conference on Bio-inspired Information and Communications Technologies, New York City, United States, 3-5 December 2015 , pp. 490-494","raw_type":""}],"best_oa_location":{"id":"doi:10.4108/eai.3-12-2015.2262476","is_oa":true,"landing_page_url":"https://doi.org/10.4108/eai.3-12-2015.2262476","pdf_url":"http://eudl.eu/pdf/10.4108/eai.3-12-2015.2262476","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th EAI International Conference on Bio-inspired Information and Communications Technologies (formerly BIONETICS)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2403472820.pdf","grobid_xml":"https://content.openalex.org/works/W2403472820.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W12910490","https://openalex.org/W1479995954","https://openalex.org/W1524723456","https://openalex.org/W1530699444","https://openalex.org/W1539165210","https://openalex.org/W1980045282","https://openalex.org/W2013357328","https://openalex.org/W2016755151","https://openalex.org/W2022144066","https://openalex.org/W2031475466","https://openalex.org/W2099901798","https://openalex.org/W2123864161","https://openalex.org/W2148451783","https://openalex.org/W2148603752","https://openalex.org/W2156773674","https://openalex.org/W2156909104","https://openalex.org/W2166659140","https://openalex.org/W2168246442","https://openalex.org/W4239944110","https://openalex.org/W4302591315","https://openalex.org/W6653374410","https://openalex.org/W6655973685","https://openalex.org/W6683079968"],"related_works":["https://openalex.org/W2804364458","https://openalex.org/W4298130764","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W2083665254","https://openalex.org/W2393816671","https://openalex.org/W2158836806","https://openalex.org/W1926736923","https://openalex.org/W2942177010"],"abstract_inverted_index":{"In":[0,26],"biological":[1],"studies,":[2],"species":[3,20,34],"identification":[4,35],"is":[5],"considered":[6],"one":[7],"of":[8,39],"the":[9,22,40],"most":[10],"important":[11],"issues.":[12],"Several":[13],"methods":[14],"have":[15],"been":[16],"suggested":[17],"to":[18],"identify":[19],"using":[21,36],"whole":[23],"DNA":[24,41],"sequences.":[25],"this":[27],"study,":[28],"we":[29],"present":[30],"new":[31],"insights":[32],"for":[33],"only":[37],"part":[38],"sequence.":[42],"The":[43],"Clustering":[44],"k":[45]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
