{"id":"https://openalex.org/W4391923631","doi":"https://doi.org/10.1109/ocit59427.2023.10430793","title":"Automatic Identification of Fish Species using Machine Learning","display_name":"Automatic Identification of Fish Species using Machine Learning","publication_year":2023,"publication_date":"2023-12-13","ids":{"openalex":"https://openalex.org/W4391923631","doi":"https://doi.org/10.1109/ocit59427.2023.10430793"},"language":"en","primary_location":{"id":"doi:10.1109/ocit59427.2023.10430793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ocit59427.2023.10430793","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 OITS International Conference on Information Technology (OCIT)","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/A5018863917","display_name":"Ashish Virendra Chandak","orcid":"https://orcid.org/0000-0002-3586-8112"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ashish Virendra Chandak","raw_affiliation_strings":["Shri Ramdeobaba College of Engineering and Management,Department of Information Technology,Nagpur","Department of Information Technology, Shri Ramdeobaba College of Engineering and Management, Nagpur"],"affiliations":[{"raw_affiliation_string":"Shri Ramdeobaba College of Engineering and Management,Department of Information Technology,Nagpur","institution_ids":[]},{"raw_affiliation_string":"Department of Information Technology, Shri Ramdeobaba College of Engineering and Management, Nagpur","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093952732","display_name":"Prajwal Bante","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prajwal Bante","raw_affiliation_strings":["Shri Ramdeobaba College of Engineering and Management,Department of Information Technology,Nagpur","Department of Information Technology, Shri Ramdeobaba College of Engineering and Management, Nagpur"],"affiliations":[{"raw_affiliation_string":"Shri Ramdeobaba College of Engineering and Management,Department of Information Technology,Nagpur","institution_ids":[]},{"raw_affiliation_string":"Department of Information Technology, Shri Ramdeobaba College of Engineering and Management, Nagpur","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093952733","display_name":"Arsh Ghaiwat","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arsh Ghaiwat","raw_affiliation_strings":["Shri Ramdeobaba College of Engineering and Management,Department of Information Technology,Nagpur","Department of Information Technology, Shri Ramdeobaba College of Engineering and Management, Nagpur"],"affiliations":[{"raw_affiliation_string":"Shri Ramdeobaba College of Engineering and Management,Department of Information Technology,Nagpur","institution_ids":[]},{"raw_affiliation_string":"Department of Information Technology, Shri Ramdeobaba College of Engineering and Management, Nagpur","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093952734","display_name":"Nihar Malani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nihar Malani","raw_affiliation_strings":["Shri Ramdeobaba College of Engineering and Management,Department of Information Technology,Nagpur","Department of Information Technology, Shri Ramdeobaba College of Engineering and Management, Nagpur"],"affiliations":[{"raw_affiliation_string":"Shri Ramdeobaba College of Engineering and Management,Department of Information Technology,Nagpur","institution_ids":[]},{"raw_affiliation_string":"Department of Information Technology, Shri Ramdeobaba College of Engineering and Management, Nagpur","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5018863917"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4771,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68852066,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"364","last_page":"368"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.9962999820709229,"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"}},"topics":[{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9754999876022339,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.963100016117096,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6643693447113037},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6615061163902283},{"id":"https://openalex.org/keywords/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.6433905363082886},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4948219656944275},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4493761360645294},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.21643483638763428},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.133348286151886},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1151140034198761}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6643693447113037},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6615061163902283},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.6433905363082886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4948219656944275},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4493761360645294},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.21643483638763428},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.133348286151886},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1151140034198761}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ocit59427.2023.10430793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ocit59427.2023.10430793","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 OITS International Conference on Information Technology (OCIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2517363309","https://openalex.org/W2888342021","https://openalex.org/W2912612992","https://openalex.org/W2945972832","https://openalex.org/W2964088115","https://openalex.org/W3007459273","https://openalex.org/W3026240528","https://openalex.org/W3028530237","https://openalex.org/W3209485425","https://openalex.org/W4285327270","https://openalex.org/W4285334881","https://openalex.org/W4316658731","https://openalex.org/W4386160458"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"A":[0],"diverse":[1],"range":[2],"of":[3,15,59,65,90],"fish":[4,16,23,60,66,112],"species":[5,17,41,67,113],"are":[6],"present":[7],"in":[8],"the":[9,43,88],"Indian":[10],"ocean.":[11],"The":[12],"accurate":[13,63],"identification":[14,64],"becomes":[18],"difficult.":[19],"To":[20,36],"accurately":[21],"identify":[22],"species,":[24],"we":[25],"have":[26,105],"proposed":[27],"a":[28,32,73],"technique":[29],"that":[30],"uses":[31],"machine":[33,108],"learning":[34,109],"algorithm.":[35],"provide":[37],"fishermen":[38],"with":[39],"prompt":[40],"identification,":[42],"system":[44],"is":[45],"integrated":[46],"within":[47],"an":[48,69],"accessible":[49],"user":[50],"application":[51],"which":[52],"allows":[53],"for":[54,111],"quick":[55],"collection":[56],"and":[57,82],"sending":[58],"pictures.":[61],"Automated,":[62],"using":[68,91],"automatic":[70],"solution":[71],"offers":[72],"promising":[74],"impact":[75],"on":[76],"Marine":[77],"biological":[78],"sciences,":[79],"fisheries":[80],"management,":[81],"conservation.":[83],"This":[84],"research":[85],"has":[86],"underlined":[87],"importance":[89],"Machine":[92],"Learning":[93],"to":[94,99],"resolve":[95],"complex":[96],"environmental":[97],"problems,":[98],"sustainably":[100],"manage":[101],"marine":[102],"resources.":[103],"We":[104],"compared":[106],"four":[107],"algorithms":[110],"identification.":[114]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}